2025-10-27 19:54:19,676 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 19:54:19,677 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 19:54:19,678 - lightrag - INFO - Reranking is disabled
2025-10-27 19:54:19,911 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 19:54:19,912 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 19:54:19,912 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 19:54:19,912 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 19:54:19,913 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 19:54:19,922 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 19:54:21,032 - uvicorn.error - INFO - Started server process [71648]
2025-10-27 19:54:21,032 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 19:54:23,042 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 19:54:23,043 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 19:54:23,044 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 19:54:23,044 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 19:54:27,408 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 19:54:31,781 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 19:54:36,117 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 19:54:38,130 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 19:54:38,149 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 19:54:38,203 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 19:54:38,204 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 19:54:38,227 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 19:54:38,229 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 19:54:38,230 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 19:54:38,231 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 19:54:38,254 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:54:38,254 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:54:38,255 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:54:38,255 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 19:54:38,258 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 19:54:38,262 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:54:38,265 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 19:54:38,276 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:54:38,278 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 19:54:38,280 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:54:38,282 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:54:38,303 - uvicorn.error - INFO - Application startup complete.
2025-10-27 19:54:38,303 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 19:55:12,403 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 19:55:12,404 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 19:55:12,405 - lightrag - INFO - Reranking is disabled
2025-10-27 19:55:12,678 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 19:55:12,679 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 19:55:12,679 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 19:55:12,680 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 19:55:12,680 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 19:55:12,680 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 19:55:13,813 - uvicorn.error - INFO - Started server process [54924]
2025-10-27 19:55:13,814 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 19:55:15,824 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 19:55:15,825 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 19:55:15,826 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 19:55:15,826 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 19:55:20,251 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 19:55:24,632 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 19:55:29,027 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 19:55:31,036 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 19:55:31,046 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 19:55:31,092 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 19:55:31,093 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 19:55:31,117 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 19:55:31,118 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 19:55:31,119 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 19:55:31,120 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 19:55:31,144 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:55:31,144 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:55:31,144 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 19:55:31,145 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 19:55:31,147 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 19:55:31,150 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:55:31,153 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 19:55:31,164 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:55:31,167 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 19:55:31,169 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:55:31,172 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 19:55:31,179 - uvicorn.error - INFO - Application startup complete.
2025-10-27 19:55:31,179 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 20:06:13,342 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-27 20:06:13,344 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-27 20:06:13,344 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-27 20:06:13,345 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-27 20:06:21,992 - lightrag - INFO - [_] Process 54924 drop Qdrant collection entities
2025-10-27 20:06:30,628 - lightrag - INFO - [_] Process 54924 drop Qdrant collection relationships
2025-10-27 20:06:39,339 - lightrag - INFO - [_] Process 54924 drop Qdrant collection chunks
2025-10-27 20:06:39,354 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-27 20:06:39,355 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-27 20:06:39,355 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-27 20:06:39,355 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-27 20:06:39,356 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-27 20:06:39,356 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-27 20:06:39,356 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-27 20:06:39,357 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-27 20:06:39,357 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-27 20:06:39,358 - uvicorn.access - INFO - 127.0.0.1:55205 - "DELETE /documents HTTP/1.1" 200
2025-10-27 20:06:39,388 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-27 20:06:39,388 - lightrag - INFO - Cleared all cache
2025-10-27 20:06:39,389 - uvicorn.access - INFO - 127.0.0.1:55325 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-27 20:06:53,194 - uvicorn.access - INFO - 127.0.0.1:55336 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 20:06:53,200 - lightrag - INFO - Successfully extracted text from PDF using Aquaforest OCR: ocr.pdf
2025-10-27 20:06:53,205 - lightrag - ERROR - File processing error: - ID: error-1cd1029ef5f89a9082d23fa5a7d2c667 ocr.pdf
2025-10-27 20:06:53,206 - lightrag - ERROR - No content extracted from file: ocr.pdf
2025-10-27 20:07:07,875 - uvicorn.error - INFO - Shutting down
2025-10-27 20:07:07,976 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-27 20:07:07,989 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-27 20:07:07,990 - lightrag - INFO - Successfully finalized 10 storages
2025-10-27 20:07:07,990 - uvicorn.error - INFO - Application shutdown complete.
2025-10-27 20:07:07,991 - uvicorn.error - INFO - Finished server process [54924]
2025-10-27 20:07:42,326 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 20:07:42,327 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 20:07:42,328 - lightrag - INFO - Reranking is disabled
2025-10-27 20:07:42,582 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 20:07:42,582 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 20:07:42,583 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 20:07:42,583 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 20:07:42,583 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 20:07:42,584 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 20:07:43,658 - uvicorn.error - INFO - Started server process [60040]
2025-10-27 20:07:43,659 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 20:07:45,668 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 20:07:45,670 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 20:07:45,670 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 20:07:45,671 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 20:07:50,049 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 20:07:54,398 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 20:07:58,742 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 20:08:00,759 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 20:08:00,764 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 20:08:00,806 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 20:08:00,806 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 20:08:00,832 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 20:08:00,833 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 20:08:00,834 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 20:08:00,836 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 20:08:00,862 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:08:00,862 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:08:00,862 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:08:00,863 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 20:08:00,865 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 20:08:00,868 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:08:00,870 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 20:08:00,883 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:08:00,884 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 20:08:00,887 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:08:00,889 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:08:00,896 - uvicorn.error - INFO - Application startup complete.
2025-10-27 20:08:00,896 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 20:27:44,446 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 20:27:44,446 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 20:27:44,447 - lightrag - INFO - Reranking is disabled
2025-10-27 20:27:44,736 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 20:27:44,737 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 20:27:44,737 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 20:27:44,738 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 20:27:44,739 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 20:27:44,739 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 20:27:45,964 - uvicorn.error - INFO - Started server process [27900]
2025-10-27 20:27:45,964 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 20:27:47,972 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 20:27:47,972 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 20:27:47,973 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 20:27:47,974 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 20:27:52,412 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 20:27:56,795 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 20:28:01,209 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 20:28:03,224 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 20:28:03,233 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 20:28:03,284 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 20:28:03,285 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 20:28:03,309 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 20:28:03,311 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 20:28:03,312 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 20:28:03,313 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 20:28:03,338 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:03,339 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:03,339 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:03,339 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:03,342 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 20:28:03,345 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:03,349 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 20:28:03,368 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:03,370 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:03,377 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:03,381 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:03,395 - uvicorn.error - INFO - Application startup complete.
2025-10-27 20:28:03,395 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-27 20:28:03,396 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-27 20:28:03,399 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-27 20:28:03,399 - lightrag - INFO - Successfully finalized 10 storages
2025-10-27 20:28:03,400 - uvicorn.error - INFO - Application shutdown complete.
2025-10-27 20:28:34,639 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 20:28:34,639 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 20:28:34,640 - lightrag - INFO - Reranking is disabled
2025-10-27 20:28:34,920 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 20:28:34,920 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 20:28:34,921 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 20:28:34,921 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 20:28:34,922 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 20:28:34,922 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 20:28:36,092 - uvicorn.error - INFO - Started server process [61040]
2025-10-27 20:28:36,092 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 20:28:38,101 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 20:28:38,101 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 20:28:38,102 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 20:28:38,102 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 20:28:42,524 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 20:28:46,939 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 20:28:51,355 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 20:28:53,372 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 20:28:53,377 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 20:28:53,420 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 20:28:53,421 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 20:28:53,445 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 20:28:53,447 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 20:28:53,448 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 20:28:53,449 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 20:28:53,477 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:53,478 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:53,478 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:53,478 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 20:28:53,481 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 20:28:53,484 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:53,486 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 20:28:53,501 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:53,502 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:53,504 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:53,508 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 20:28:53,515 - uvicorn.error - INFO - Application startup complete.
2025-10-27 20:28:53,515 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 20:57:34,408 - uvicorn.access - INFO - 127.0.0.1:62366 - "POST /auth/login HTTP/1.1" 404
2025-10-27 21:07:31,274 - uvicorn.access - INFO - 127.0.0.1:63425 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 21:07:40,360 - uvicorn.access - INFO - 127.0.0.1:63565 - "POST /search HTTP/1.1" 404
2025-10-27 21:13:25,327 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-27 21:13:25,329 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-27 21:13:25,330 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-27 21:13:25,330 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-27 21:13:33,984 - lightrag - INFO - [_] Process 61040 drop Qdrant collection entities
2025-10-27 21:13:42,736 - lightrag - INFO - [_] Process 61040 drop Qdrant collection relationships
2025-10-27 21:13:51,425 - lightrag - INFO - [_] Process 61040 drop Qdrant collection chunks
2025-10-27 21:13:51,438 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-27 21:13:51,438 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-27 21:13:51,439 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-27 21:13:51,439 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-27 21:13:51,439 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-27 21:13:51,440 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-27 21:13:51,440 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-27 21:13:51,440 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-27 21:13:51,441 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-27 21:13:51,442 - uvicorn.access - INFO - 127.0.0.1:64726 - "DELETE /documents HTTP/1.1" 200
2025-10-27 21:17:15,800 - uvicorn.access - INFO - 127.0.0.1:65378 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 21:17:24,812 - uvicorn.access - INFO - 127.0.0.1:65404 - "POST /search HTTP/1.1" 404
2025-10-27 21:19:41,519 - uvicorn.access - INFO - 127.0.0.1:49401 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 21:19:50,538 - uvicorn.access - INFO - 127.0.0.1:49408 - "POST /search HTTP/1.1" 404
2025-10-27 21:46:07,236 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-27 21:46:07,237 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-27 21:46:07,237 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-27 21:46:07,238 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-27 21:46:15,909 - lightrag - INFO - [_] Process 61040 drop Qdrant collection entities
2025-10-27 21:46:24,543 - lightrag - INFO - [_] Process 61040 drop Qdrant collection relationships
2025-10-27 21:46:33,184 - lightrag - INFO - [_] Process 61040 drop Qdrant collection chunks
2025-10-27 21:46:33,193 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-27 21:46:33,194 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-27 21:46:33,194 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-27 21:46:33,194 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-27 21:46:33,195 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-27 21:46:33,196 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-27 21:46:33,196 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-27 21:46:33,197 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-27 21:46:33,197 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-27 21:46:33,198 - uvicorn.access - INFO - 127.0.0.1:57122 - "DELETE /documents HTTP/1.1" 200
2025-10-27 21:47:32,870 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-27 21:47:32,871 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-27 21:47:32,872 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-27 21:47:32,873 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-27 21:47:41,485 - lightrag - INFO - [_] Process 61040 drop Qdrant collection entities
2025-10-27 21:47:50,234 - lightrag - INFO - [_] Process 61040 drop Qdrant collection relationships
2025-10-27 21:47:58,868 - lightrag - INFO - [_] Process 61040 drop Qdrant collection chunks
2025-10-27 21:47:58,870 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-27 21:47:58,870 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-27 21:47:58,871 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-27 21:47:58,871 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-27 21:47:58,871 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-27 21:47:58,872 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-27 21:47:58,872 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-27 21:47:58,872 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-27 21:47:58,872 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-27 21:47:58,874 - uvicorn.access - INFO - 127.0.0.1:58557 - "DELETE /documents HTTP/1.1" 200
2025-10-27 21:49:27,987 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-27 21:49:27,988 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-27 21:49:27,989 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-27 21:49:27,989 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-27 21:49:36,709 - lightrag - INFO - [_] Process 61040 drop Qdrant collection entities
2025-10-27 21:49:45,392 - lightrag - INFO - [_] Process 61040 drop Qdrant collection relationships
2025-10-27 21:49:54,056 - lightrag - INFO - [_] Process 61040 drop Qdrant collection chunks
2025-10-27 21:49:54,058 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-27 21:49:54,059 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-27 21:49:54,059 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-27 21:49:54,059 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-27 21:49:54,060 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-27 21:49:54,060 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-27 21:49:54,061 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-27 21:49:54,061 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-27 21:49:54,062 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-27 21:49:54,063 - uvicorn.access - INFO - 127.0.0.1:58861 - "DELETE /documents HTTP/1.1" 200
2025-10-27 22:38:43,627 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 22:38:43,627 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 22:38:43,628 - lightrag - INFO - Reranking is disabled
2025-10-27 22:38:43,900 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 22:38:43,902 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 22:38:43,903 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 22:38:43,903 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 22:38:43,904 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 22:38:43,904 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 22:38:45,127 - uvicorn.error - INFO - Started server process [71480]
2025-10-27 22:38:45,128 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 22:38:47,136 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 22:38:47,138 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 22:38:47,139 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 22:38:47,140 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 22:38:51,581 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 22:38:55,989 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 22:39:00,390 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 22:39:02,402 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 22:39:02,409 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 22:39:02,449 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 22:39:02,450 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 22:39:02,473 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 22:39:02,474 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 22:39:02,476 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 22:39:02,477 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 22:39:02,499 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:39:02,500 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:39:02,500 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:39:02,500 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 22:39:02,503 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 22:39:02,506 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:39:02,510 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 22:39:02,522 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:39:02,524 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 22:39:02,526 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:39:02,529 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:39:02,556 - uvicorn.error - INFO - Application startup complete.
2025-10-27 22:39:02,557 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 22:43:32,078 - uvicorn.access - INFO - 127.0.0.1:53226 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 22:43:41,196 - uvicorn.access - INFO - 127.0.0.1:53371 - "POST /search HTTP/1.1" 404
2025-10-27 22:56:25,066 - uvicorn.access - INFO - 127.0.0.1:57593 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 22:56:32,116 - uvicorn.access - INFO - 127.0.0.1:57615 - "POST /documents/scan HTTP/1.1" 200
2025-10-27 22:56:32,123 - lightrag - INFO - Found 1 files to index.
2025-10-27 22:56:32,137 - lightrag - INFO - Successfully extracted text from PDF using Aquaforest OCR: ocr.pdf
2025-10-27 22:56:32,151 - lightrag - ERROR - File processing error: - ID: error-1cd1029ef5f89a9082d23fa5a7d2c667 ocr.pdf
2025-10-27 22:56:32,152 - lightrag - ERROR - No content extracted from file: ocr.pdf
2025-10-27 22:56:32,152 - lightrag - INFO - Scanning process completed: 1 files Processed.
2025-10-27 22:57:45,802 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 22:57:45,802 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 22:57:45,803 - lightrag - INFO - Reranking is disabled
2025-10-27 22:57:46,044 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 22:57:46,045 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 22:57:46,046 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 22:57:46,046 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 22:57:46,047 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 22:57:46,047 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 22:57:47,163 - uvicorn.error - INFO - Started server process [45252]
2025-10-27 22:57:47,164 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 22:57:49,171 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 22:57:49,171 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 22:57:49,172 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 22:57:49,172 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 22:57:53,544 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 22:57:57,913 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 22:58:02,275 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 22:58:04,282 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 22:58:04,301 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 22:58:04,348 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 22:58:04,349 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 22:58:04,372 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 22:58:04,373 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 22:58:04,374 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 22:58:04,375 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 22:58:04,397 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:58:04,397 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:58:04,398 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 22:58:04,398 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 22:58:04,401 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 22:58:04,404 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:58:04,406 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 22:58:04,419 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:58:04,420 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 22:58:04,423 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:58:04,425 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 22:58:04,432 - uvicorn.error - INFO - Application startup complete.
2025-10-27 22:58:04,433 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 22:59:28,906 - uvicorn.access - INFO - 127.0.0.1:57808 - "POST /documents/scan HTTP/1.1" 200
2025-10-27 22:59:28,911 - lightrag - INFO - Found 1 files to index.
2025-10-27 22:59:28,917 - lightrag - INFO - Successfully extracted text from PDF using Aquaforest OCR: ocr.pdf
2025-10-27 22:59:28,923 - lightrag - ERROR - File processing error: - ID: error-1cd1029ef5f89a9082d23fa5a7d2c667 ocr.pdf
2025-10-27 22:59:28,923 - lightrag - ERROR - No content extracted from file: ocr.pdf
2025-10-27 22:59:28,923 - lightrag - INFO - Scanning process completed: 1 files Processed.
2025-10-27 22:59:47,961 - uvicorn.error - INFO - Shutting down
2025-10-27 22:59:48,061 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-27 22:59:48,064 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-27 22:59:48,064 - lightrag - INFO - Successfully finalized 10 storages
2025-10-27 22:59:48,065 - uvicorn.error - INFO - Application shutdown complete.
2025-10-27 22:59:48,065 - uvicorn.error - INFO - Finished server process [45252]
2025-10-27 23:09:09,663 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 23:09:09,664 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 23:09:09,665 - lightrag - INFO - Reranking is disabled
2025-10-27 23:09:09,935 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 23:09:09,936 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 23:09:09,936 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 23:09:09,937 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 23:09:09,938 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 23:09:09,939 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 23:09:11,238 - uvicorn.error - INFO - Started server process [74604]
2025-10-27 23:09:11,238 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 23:09:13,246 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 23:09:13,247 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 23:09:13,248 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 23:09:13,249 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 23:09:17,738 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 23:09:22,175 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 23:09:26,585 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 23:09:28,592 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 23:09:28,600 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 23:09:28,651 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 23:09:28,651 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 23:09:28,674 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 23:09:28,676 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 23:09:28,677 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 23:09:28,678 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 23:09:28,700 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:09:28,700 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:09:28,701 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:09:28,701 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 23:09:28,703 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 23:09:28,706 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:09:28,709 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 23:09:28,722 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:09:28,724 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 23:09:28,726 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:09:28,729 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:09:28,736 - uvicorn.error - INFO - Application startup complete.
2025-10-27 23:09:28,737 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 23:11:01,405 - uvicorn.access - INFO - 127.0.0.1:58385 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 23:11:10,496 - uvicorn.access - INFO - 127.0.0.1:58395 - "POST /search HTTP/1.1" 404
2025-10-27 23:14:57,668 - uvicorn.access - INFO - 127.0.0.1:58572 - "DELETE /documents/error-1cd1029ef5f89a9082d23fa5a7d2c667 HTTP/1.1" 404
2025-10-27 23:17:42,111 - uvicorn.access - INFO - 127.0.0.1:58742 - "POST /auth/login HTTP/1.1" 404
2025-10-27 23:25:36,580 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-27 23:25:36,580 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-27 23:25:36,581 - lightrag - INFO - Reranking is disabled
2025-10-27 23:25:36,856 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-27 23:25:36,857 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-27 23:25:36,858 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-27 23:25:36,859 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-27 23:25:36,859 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-27 23:25:36,860 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-27 23:25:38,092 - uvicorn.error - INFO - Started server process [75616]
2025-10-27 23:25:38,092 - uvicorn.error - INFO - Waiting for application startup.
2025-10-27 23:25:40,100 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-27 23:25:40,101 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-27 23:25:40,101 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-27 23:25:40,102 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-27 23:25:44,519 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-27 23:25:48,896 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-27 23:25:53,304 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-27 23:25:55,313 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-27 23:25:55,320 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-27 23:25:55,360 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-27 23:25:55,360 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-27 23:25:55,388 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-27 23:25:55,390 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-27 23:25:55,391 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-27 23:25:55,392 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-27 23:25:55,414 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:25:55,415 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:25:55,415 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-27 23:25:55,415 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-27 23:25:55,418 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-27 23:25:55,421 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:25:55,424 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-27 23:25:55,437 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:25:55,439 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-27 23:25:55,442 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:25:55,445 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-27 23:25:55,453 - uvicorn.error - INFO - Application startup complete.
2025-10-27 23:25:55,454 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-27 23:26:50,294 - uvicorn.access - INFO - 127.0.0.1:60389 - "POST /documents/upload HTTP/1.1" 200
2025-10-27 23:26:59,409 - uvicorn.access - INFO - 127.0.0.1:60402 - "POST /search HTTP/1.1" 404
2025-10-27 23:31:20,544 - uvicorn.access - INFO - 127.0.0.1:60765 - "POST /documents/upload HTTP/1.1" 401
2025-10-27 23:34:33,847 - uvicorn.access - INFO - 127.0.0.1:61510 - "POST /auth/login HTTP/1.1" 404
2025-10-27 23:34:35,860 - uvicorn.access - INFO - 127.0.0.1:61513 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 00:44:59,839 - uvicorn.error - WARNING - Invalid HTTP request received.
2025-10-28 05:28:20,405 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 05:28:20,406 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 05:28:20,407 - lightrag - INFO - Reranking is disabled
2025-10-28 05:28:20,719 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 05:28:20,720 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 05:28:20,720 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 05:28:20,720 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 05:28:20,721 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 05:28:20,721 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 05:28:21,983 - uvicorn.error - INFO - Started server process [42284]
2025-10-28 05:28:21,983 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 05:28:23,990 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 05:28:23,991 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 05:28:23,992 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 05:28:23,992 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 05:28:28,476 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 05:28:32,879 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 05:28:37,284 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 05:28:39,295 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 05:28:39,302 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 05:28:39,350 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 05:28:39,351 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 05:28:39,381 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 05:28:39,382 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 05:28:39,384 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 05:28:39,386 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 05:28:39,414 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:28:39,415 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:28:39,415 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:28:39,416 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 05:28:39,419 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 05:28:39,423 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:28:39,427 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 05:28:39,443 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:28:39,445 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 05:28:39,448 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:28:39,451 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:28:39,462 - uvicorn.error - INFO - Application startup complete.
2025-10-28 05:28:39,463 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 05:30:26,041 - uvicorn.access - INFO - 127.0.0.1:58778 - "POST /auth/login HTTP/1.1" 404
2025-10-28 05:30:28,087 - uvicorn.access - INFO - 127.0.0.1:58780 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 05:33:22,109 - uvicorn.access - INFO - 127.0.0.1:58926 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 05:37:29,519 - uvicorn.access - INFO - 127.0.0.1:59162 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 05:39:07,002 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 05:39:07,003 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 05:39:07,004 - lightrag - INFO - Reranking is disabled
2025-10-28 05:39:07,271 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 05:39:07,272 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 05:39:07,273 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 05:39:07,273 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 05:39:07,274 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 05:39:07,274 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 05:39:08,629 - uvicorn.error - INFO - Started server process [46764]
2025-10-28 05:39:08,630 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 05:39:10,637 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 05:39:10,638 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 05:39:10,638 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 05:39:10,639 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 05:39:15,128 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 05:39:19,518 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 05:39:23,974 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 05:39:25,982 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 05:39:25,992 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 05:39:26,037 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 05:39:26,038 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 05:39:26,061 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 05:39:26,062 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 05:39:26,063 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 05:39:26,065 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 05:39:26,087 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:39:26,087 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:39:26,088 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 05:39:26,088 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 05:39:26,091 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 05:39:26,094 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:39:26,096 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 05:39:26,108 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:39:26,109 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 05:39:26,111 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:39:26,115 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 05:39:26,123 - uvicorn.error - INFO - Application startup complete.
2025-10-28 05:39:26,124 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 05:39:40,204 - uvicorn.access - INFO - 127.0.0.1:59289 - "POST /xmlrpc.php HTTP/1.1" 404
2025-10-28 06:10:27,355 - uvicorn.error - WARNING - Invalid HTTP request received.
2025-10-28 07:37:32,353 - uvicorn.access - INFO - 127.0.0.1:56566 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 07:38:42,677 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 07:38:42,678 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 07:38:42,679 - lightrag - INFO - Reranking is disabled
2025-10-28 07:38:42,949 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 07:38:42,950 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 07:38:42,951 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 07:38:42,951 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 07:38:42,952 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 07:38:42,952 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 07:38:44,197 - uvicorn.error - INFO - Started server process [40032]
2025-10-28 07:38:44,198 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 07:38:46,207 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 07:38:46,208 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 07:38:46,208 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 07:38:46,209 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 07:38:50,622 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 07:38:54,998 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 07:38:59,386 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 07:39:01,408 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 07:39:01,419 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 07:39:01,460 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 07:39:01,461 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 07:39:01,485 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 07:39:01,487 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 07:39:01,488 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 07:39:01,489 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 07:39:01,511 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:39:01,511 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:39:01,512 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:39:01,512 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 07:39:01,515 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 07:39:01,518 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:39:01,521 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 07:39:01,533 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:39:01,534 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 07:39:01,536 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:39:01,539 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:39:01,548 - uvicorn.error - INFO - Application startup complete.
2025-10-28 07:39:01,549 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 07:49:45,920 - uvicorn.access - INFO - 127.0.0.1:56988 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 07:50:40,337 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 07:50:40,337 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 07:50:40,338 - lightrag - INFO - Reranking is disabled
2025-10-28 07:50:40,625 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 07:50:40,626 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 07:50:40,626 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 07:50:40,627 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 07:50:40,627 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 07:50:40,628 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 07:50:41,958 - uvicorn.error - INFO - Started server process [19044]
2025-10-28 07:50:41,959 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 07:50:43,966 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 07:50:43,967 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 07:50:43,967 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 07:50:43,968 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 07:50:48,454 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 07:50:52,834 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 07:50:57,237 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 07:50:59,259 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 07:50:59,286 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 07:50:59,328 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 07:50:59,329 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 07:50:59,352 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 07:50:59,354 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 07:50:59,355 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 07:50:59,356 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 07:50:59,377 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:50:59,378 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:50:59,378 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 07:50:59,379 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 07:50:59,382 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 07:50:59,385 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:50:59,387 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 07:50:59,399 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:50:59,400 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 07:50:59,402 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:50:59,405 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 07:50:59,413 - uvicorn.error - INFO - Application startup complete.
2025-10-28 07:50:59,413 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 08:05:04,388 - uvicorn.access - INFO - 127.0.0.1:57299 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 08:20:58,098 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 08:20:58,098 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 08:20:58,100 - lightrag - INFO - Reranking is disabled
2025-10-28 08:20:58,382 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 08:20:58,383 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 08:20:58,383 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 08:20:58,384 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 08:20:58,384 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 08:20:58,385 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 08:20:59,530 - uvicorn.error - INFO - Started server process [42544]
2025-10-28 08:20:59,530 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 08:21:01,537 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 08:21:01,538 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 08:21:01,538 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 08:21:01,539 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 08:21:06,042 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 08:21:10,442 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 08:21:14,814 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 08:21:16,825 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 08:21:16,830 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 08:21:16,883 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 08:21:16,884 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 08:21:16,909 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 08:21:16,910 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 08:21:16,911 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 08:21:16,913 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 08:21:16,938 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 08:21:16,939 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 08:21:16,939 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 08:21:16,939 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 08:21:16,942 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 08:21:16,946 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 08:21:16,948 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 08:21:16,959 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 08:21:16,961 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 08:21:16,964 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 08:21:16,967 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 08:21:16,974 - uvicorn.error - INFO - Application startup complete.
2025-10-28 08:21:16,974 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 10:10:02,947 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 10:10:02,948 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 10:10:02,949 - lightrag - INFO - Reranking is disabled
2025-10-28 10:10:05,726 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 10:10:05,726 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 10:10:05,727 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 10:10:05,727 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 10:10:05,728 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 10:10:05,728 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 10:10:07,223 - uvicorn.error - INFO - Started server process [23252]
2025-10-28 10:10:07,223 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 10:10:09,252 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 10:10:09,272 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 10:10:09,273 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 10:10:09,274 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 10:10:13,697 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 10:10:18,074 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 10:10:22,490 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 10:10:25,726 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 10:10:25,989 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 10:10:26,030 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 10:10:26,033 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 10:10:26,073 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 10:10:26,074 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 10:10:26,075 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 10:10:26,076 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 10:10:26,106 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:10:26,106 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:10:26,106 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:10:26,107 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 10:10:26,110 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 10:10:26,113 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:10:26,115 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 10:10:26,127 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:10:26,128 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 10:10:26,131 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:10:26,133 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:10:26,421 - uvicorn.error - INFO - Application startup complete.
2025-10-28 10:10:26,422 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 10:13:51,912 - uvicorn.access - INFO - 127.0.0.1:54234 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 10:27:40,144 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 10:27:40,144 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 10:27:40,146 - lightrag - INFO - Reranking is disabled
2025-10-28 10:27:40,423 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 10:27:40,423 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 10:27:40,424 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 10:27:40,424 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 10:27:40,425 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 10:27:40,425 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 10:27:41,757 - uvicorn.error - INFO - Started server process [24124]
2025-10-28 10:27:41,758 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 10:27:43,767 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 10:27:43,767 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 10:27:43,768 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 10:27:43,768 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 10:27:48,147 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 10:27:52,505 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 10:27:56,870 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 10:27:58,892 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 10:27:58,909 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 10:27:58,949 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 10:27:58,950 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 10:27:58,971 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 10:27:58,973 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 10:27:58,974 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 10:27:58,975 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 10:27:58,995 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:27:58,996 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:27:58,996 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:27:58,996 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 10:27:58,999 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 10:27:59,003 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:27:59,006 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 10:27:59,017 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:27:59,019 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 10:27:59,021 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:27:59,023 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:27:59,033 - uvicorn.error - INFO - Application startup complete.
2025-10-28 10:27:59,033 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 10:59:38,123 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 10:59:38,123 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 10:59:38,124 - lightrag - INFO - Reranking is disabled
2025-10-28 10:59:38,402 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 10:59:38,402 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 10:59:38,403 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 10:59:38,403 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 10:59:38,403 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 10:59:38,404 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 10:59:39,795 - uvicorn.error - INFO - Started server process [25132]
2025-10-28 10:59:39,795 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 10:59:41,803 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 10:59:41,803 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 10:59:41,804 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 10:59:41,804 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 10:59:46,213 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 10:59:50,580 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 10:59:54,940 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 10:59:56,962 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 10:59:56,973 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 10:59:57,017 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 10:59:57,017 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 10:59:57,037 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 10:59:57,038 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 10:59:57,040 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 10:59:57,041 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 10:59:57,061 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:59:57,062 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:59:57,062 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 10:59:57,062 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 10:59:57,065 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 10:59:57,067 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:59:57,070 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 10:59:57,082 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:59:57,083 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 10:59:57,086 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:59:57,088 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 10:59:57,097 - uvicorn.error - INFO - Application startup complete.
2025-10-28 10:59:57,098 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 12:51:05,984 - uvicorn.error - WARNING - Invalid HTTP request received.
2025-10-28 15:24:52,201 - uvicorn.access - INFO - 127.0.0.1:57871 - "POST /api/documents/upload HTTP/1.1" 404
2025-10-28 15:26:26,944 - uvicorn.access - INFO - 127.0.0.1:57982 - "POST /login HTTP/1.1" 200
2025-10-28 15:26:56,167 - uvicorn.access - INFO - 127.0.0.1:58051 - "POST /api/documents/upload HTTP/1.1" 404
2025-10-28 15:28:02,668 - uvicorn.access - INFO - 127.0.0.1:58490 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 15:28:17,368 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-28 15:28:17,369 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-28 15:28:17,370 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-28 15:28:17,370 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 15:28:26,099 - lightrag - INFO - [_] Process 25132 drop Qdrant collection entities
2025-10-28 15:28:34,870 - lightrag - INFO - [_] Process 25132 drop Qdrant collection relationships
2025-10-28 15:28:43,574 - lightrag - INFO - [_] Process 25132 drop Qdrant collection chunks
2025-10-28 15:28:43,758 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 15:28:43,758 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 15:28:43,758 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 15:28:43,759 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 15:28:43,759 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 15:28:43,759 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 15:28:43,760 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 15:28:43,760 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 15:28:43,760 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 15:28:43,761 - uvicorn.access - INFO - 127.0.0.1:58629 - "DELETE /documents HTTP/1.1" 200
2025-10-28 15:29:15,453 - uvicorn.access - INFO - 127.0.0.1:58729 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 15:29:21,300 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: Unknown argument: use_gpu
2025-10-28 15:29:22,441 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-28 15:29:22,441 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-28 15:34:06,554 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 15:34:06,555 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 15:34:06,556 - lightrag - INFO - Reranking is disabled
2025-10-28 15:34:06,885 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 15:34:06,886 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 15:34:06,886 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 15:34:06,887 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 15:34:06,887 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 15:34:06,888 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 15:34:08,263 - uvicorn.error - INFO - Started server process [21364]
2025-10-28 15:34:08,263 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 15:34:10,270 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 15:34:10,274 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 15:34:10,275 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 15:34:10,275 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 15:34:14,708 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 15:34:19,124 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 15:34:23,522 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 15:34:25,543 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 15:34:25,557 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 15:34:25,606 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 15:34:25,606 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 15:34:25,630 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 15:34:25,631 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 15:34:25,633 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 15:34:25,634 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 15:34:25,660 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 15:34:25,661 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 15:34:25,661 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 15:34:25,661 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 15:34:25,665 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 15:34:25,669 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 15:34:25,672 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 15:34:25,687 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 15:34:25,689 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 15:34:25,691 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 15:34:25,693 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 15:34:25,703 - uvicorn.error - INFO - Application startup complete.
2025-10-28 15:34:25,703 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 15:51:47,149 - uvicorn.access - INFO - 127.0.0.1:63617 - "POST /login HTTP/1.1" 200
2025-10-28 15:52:33,998 - uvicorn.access - INFO - 127.0.0.1:63641 - "DELETE /documents HTTP/1.1" 401
2025-10-28 15:52:35,032 - uvicorn.access - INFO - 127.0.0.1:63642 - "DELETE /documents HTTP/1.1" 401
2025-10-28 15:53:25,266 - uvicorn.access - INFO - 127.0.0.1:63715 - "POST /login HTTP/1.1" 200
2025-10-28 15:53:47,662 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-28 15:53:47,663 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-28 15:53:47,663 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-28 15:53:47,664 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 15:53:56,342 - lightrag - INFO - [_] Process 21364 drop Qdrant collection entities
2025-10-28 15:54:04,969 - lightrag - INFO - [_] Process 21364 drop Qdrant collection relationships
2025-10-28 15:54:13,597 - lightrag - INFO - [_] Process 21364 drop Qdrant collection chunks
2025-10-28 15:54:13,599 - uvicorn.access - INFO - 127.0.0.1:63764 - "DELETE /documents HTTP/1.1" 200
2025-10-28 15:54:13,678 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 15:54:13,679 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 15:54:13,679 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 15:54:13,681 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 15:54:13,681 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 15:54:13,682 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 15:54:13,682 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 15:54:13,683 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 15:54:13,683 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 15:54:13,685 - uvicorn.access - INFO - 127.0.0.1:63761 - "DELETE /documents HTTP/1.1" 200
2025-10-28 15:54:45,757 - uvicorn.access - INFO - 127.0.0.1:63887 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 15:54:51,619 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: Unknown argument: use_gpu
2025-10-28 15:54:52,692 - uvicorn.access - INFO - 127.0.0.1:63888 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 15:54:52,695 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-28 15:54:52,696 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-28 15:58:28,370 - uvicorn.access - INFO - 127.0.0.1:64144 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 16:01:21,423 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 16:01:21,424 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 16:01:21,425 - lightrag - INFO - Reranking is disabled
2025-10-28 16:01:21,741 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 16:01:21,741 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 16:01:21,742 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 16:01:21,743 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 16:01:21,744 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 16:01:21,744 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 16:01:22,932 - uvicorn.error - INFO - Started server process [14300]
2025-10-28 16:01:22,932 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 16:01:24,939 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 16:01:24,940 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 16:01:24,940 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 16:01:24,941 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 16:01:29,338 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 16:01:33,697 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 16:01:38,074 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 16:01:40,096 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 16:01:40,109 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 16:01:40,152 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 16:01:40,152 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 16:01:40,176 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 16:01:40,177 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 16:01:40,178 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 16:01:40,180 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 16:01:40,203 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:01:40,203 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:01:40,204 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:01:40,204 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 16:01:40,207 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 16:01:40,209 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:01:40,212 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 16:01:40,225 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:01:40,226 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 16:01:40,229 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:01:40,232 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:01:40,242 - uvicorn.error - INFO - Application startup complete.
2025-10-28 16:01:40,243 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 16:34:15,501 - uvicorn.access - INFO - 127.0.0.1:49577 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 16:34:35,069 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-28 16:34:35,070 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-28 16:34:35,070 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-28 16:34:35,071 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 16:34:43,680 - lightrag - INFO - [_] Process 14300 drop Qdrant collection entities
2025-10-28 16:34:52,483 - lightrag - INFO - [_] Process 14300 drop Qdrant collection relationships
2025-10-28 16:35:01,139 - lightrag - INFO - [_] Process 14300 drop Qdrant collection chunks
2025-10-28 16:35:01,217 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 16:35:01,217 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 16:35:01,218 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 16:35:01,218 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 16:35:01,218 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 16:35:01,218 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 16:35:01,219 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 16:35:01,219 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 16:35:01,219 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 16:35:01,220 - uvicorn.access - INFO - 127.0.0.1:49609 - "DELETE /documents HTTP/1.1" 200
2025-10-28 16:36:49,180 - uvicorn.access - INFO - 127.0.0.1:50676 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 16:36:58,696 - lightrag - WARNING - PaddleOCR failed for PDF test_ocr.pdf, falling back to standard extraction: PaddleOCR.predict() got an unexpected keyword argument 'cls'
2025-10-28 16:36:58,754 - lightrag - INFO - Successfully extracted and enqueued file: test_ocr.pdf
2025-10-28 16:36:58,754 - lightrag - ERROR - Failed to move file test_ocr.pdf to __enqueued__ directory: [WinError 32] The process cannot access the file because it is being used by another process: 'C:\\aaWORK\\railseek5\\inputs\\test_ocr.pdf' -> 'C:\\aaWORK\\railseek5\\inputs\\__enqueued__\\test_ocr.pdf'
2025-10-28 16:36:58,825 - lightrag - INFO - Processing 1 document(s)
2025-10-28 16:36:58,825 - lightrag - INFO - Extracting stage 1/1: test_ocr.pdf
2025-10-28 16:36:58,825 - lightrag - INFO - Processing d-id: doc-dbf3a67a9cd85e88d9957dd497013942
2025-10-28 16:36:58,828 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-28 16:37:03,041 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-28 16:37:03,042 - lightrag - INFO - Merging stage 1/1: test_ocr.pdf
2025-10-28 16:37:03,042 - lightrag - INFO - Phase 1: Processing 0 entities from doc-dbf3a67a9cd85e88d9957dd497013942 (async: 16)
2025-10-28 16:37:03,043 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.001s for 0 entities
2025-10-28 16:37:03,043 - lightrag - INFO - Phase 2: Processing 0 relations from doc-dbf3a67a9cd85e88d9957dd497013942 (async: 16)
2025-10-28 16:37:03,043 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-28 16:37:03,043 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-dbf3a67a9cd85e88d9957dd497013942
2025-10-28 16:37:03,044 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-28 16:37:03,044 - lightrag - INFO - Performance: Merging stage completed in 0.002s total (Phase1: 0.001s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-28 16:37:03,044 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-28 16:37:03,050 - lightrag - INFO - In memory DB persist to disk
2025-10-28 16:37:03,050 - lightrag - INFO - Completed processing file 1/1: test_ocr.pdf
2025-10-28 16:37:03,050 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-28 16:38:27,131 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 16:38:27,132 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 16:38:27,133 - lightrag - INFO - Reranking is disabled
2025-10-28 16:38:27,482 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 16:38:27,483 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 16:38:27,483 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 16:38:27,484 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 16:38:27,488 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 16:38:27,490 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 16:38:28,831 - uvicorn.error - INFO - Started server process [29520]
2025-10-28 16:38:28,832 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 16:38:30,839 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 16:38:30,840 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 16:38:30,841 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 16:38:30,841 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 16:38:35,318 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 16:38:39,773 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 16:38:44,242 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 16:38:46,319 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 16:38:46,331 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 16:38:46,376 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 16:38:46,377 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 16:38:46,405 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 16:38:46,406 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 16:38:46,408 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 16:38:46,410 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 16:38:46,442 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:38:46,443 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:38:46,443 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:38:46,444 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 16:38:46,448 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 16:38:46,453 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:38:46,456 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 16:38:46,471 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:38:46,473 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 16:38:46,476 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:38:46,478 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:38:46,489 - uvicorn.error - INFO - Application startup complete.
2025-10-28 16:38:46,490 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 16:40:47,572 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 16:40:47,573 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 16:40:47,574 - lightrag - INFO - Reranking is disabled
2025-10-28 16:40:47,870 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 16:40:47,871 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 16:40:47,871 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 16:40:47,872 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 16:40:47,872 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 16:40:47,873 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 16:40:49,207 - uvicorn.error - INFO - Started server process [30932]
2025-10-28 16:40:49,207 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 16:40:51,213 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 16:40:51,214 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 16:40:51,215 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 16:40:51,215 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 16:40:55,620 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 16:41:00,026 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 16:41:04,367 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 16:41:06,382 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 16:41:06,392 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 16:41:06,429 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 16:41:06,430 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 16:41:06,451 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 16:41:06,452 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 16:41:06,454 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 16:41:06,455 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 16:41:06,475 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:41:06,475 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:41:06,475 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:41:06,476 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 16:41:06,479 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 16:41:06,482 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:41:06,485 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 16:41:06,496 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:41:06,497 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 16:41:06,499 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:41:06,502 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:41:06,512 - uvicorn.error - INFO - Application startup complete.
2025-10-28 16:41:06,513 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-28 16:41:06,513 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-28 16:41:06,516 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-28 16:41:06,516 - lightrag - INFO - Successfully finalized 10 storages
2025-10-28 16:41:06,516 - uvicorn.error - INFO - Application shutdown complete.
2025-10-28 16:42:55,362 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 16:42:55,363 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 16:42:55,364 - lightrag - INFO - Reranking is disabled
2025-10-28 16:42:55,624 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 16:42:55,625 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 16:42:55,626 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 16:42:55,626 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 16:42:55,626 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 16:42:55,627 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 16:42:56,680 - uvicorn.error - INFO - Started server process [1504]
2025-10-28 16:42:56,680 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 16:42:58,687 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 16:42:58,688 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 16:42:58,689 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 16:42:58,690 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 16:43:03,051 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 16:43:07,398 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 16:43:11,771 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 16:43:13,788 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 16:43:13,798 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 16:43:13,837 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 16:43:13,838 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 16:43:13,860 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 16:43:13,861 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 16:43:13,862 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 16:43:13,863 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 16:43:13,885 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:43:13,886 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:43:13,886 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:43:13,886 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 16:43:13,889 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 16:43:13,891 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:43:13,894 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 16:43:13,905 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:43:13,906 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 16:43:13,908 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:43:13,910 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:43:13,920 - uvicorn.error - INFO - Application startup complete.
2025-10-28 16:43:13,921 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 16:44:49,106 - uvicorn.access - INFO - 127.0.0.1:51972 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 16:45:06,293 - uvicorn.access - INFO - 127.0.0.1:52000 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 16:45:39,255 - uvicorn.access - INFO - 127.0.0.1:52043 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 16:45:49,608 - lightrag - INFO - Successfully extracted text from PDF using PaddleOCR: test_ocr.pdf
2025-10-28 16:45:49,613 - lightrag - INFO - Successfully extracted and enqueued file: test_ocr.pdf
2025-10-28 16:45:49,743 - lightrag - INFO - Processing 1 document(s)
2025-10-28 16:45:49,744 - lightrag - INFO - Extracting stage 1/1: test_ocr.pdf
2025-10-28 16:45:49,744 - lightrag - INFO - Processing d-id: doc-b98bebbbaeefd09a00a6c03446c82473
2025-10-28 16:45:49,745 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-28 16:45:53,762 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-28 16:45:53,763 - lightrag - INFO - Merging stage 1/1: test_ocr.pdf
2025-10-28 16:45:53,763 - lightrag - INFO - Phase 1: Processing 0 entities from doc-b98bebbbaeefd09a00a6c03446c82473 (async: 16)
2025-10-28 16:45:53,764 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.001s for 0 entities
2025-10-28 16:45:53,764 - lightrag - INFO - Phase 2: Processing 0 relations from doc-b98bebbbaeefd09a00a6c03446c82473 (async: 16)
2025-10-28 16:45:53,764 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-28 16:45:53,765 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-b98bebbbaeefd09a00a6c03446c82473
2025-10-28 16:45:53,765 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-28 16:45:53,765 - lightrag - INFO - Performance: Merging stage completed in 0.002s total (Phase1: 0.001s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-28 16:45:53,765 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-28 16:45:53,780 - lightrag - INFO - In memory DB persist to disk
2025-10-28 16:45:53,780 - lightrag - INFO - Completed processing file 1/1: test_ocr.pdf
2025-10-28 16:45:53,780 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-28 16:47:15,032 - uvicorn.access - INFO - 127.0.0.1:52258 - "POST /search HTTP/1.1" 404
2025-10-28 16:48:22,465 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-28 16:48:25,006 - lightrag - WARNING - low_level_keywords is empty
2025-10-28 16:48:25,006 - lightrag - WARNING - high_level_keywords is empty
2025-10-28 16:48:25,008 - lightrag - WARNING - Forced low_level_keywords to origin query: test
2025-10-28 16:48:25,475 - lightrag - INFO - Query nodes: test (top_k:5, cosine:0.2)
2025-10-28 16:48:29,956 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-28 16:48:29,956 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 2 vector chunks
2025-10-28 16:48:29,956 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-28 16:48:29,957 - lightrag - INFO - Round-robin merged chunks: 2 -> 2 (deduplication: 0)
2025-10-28 16:48:29,958 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-28 16:48:29,958 - lightrag - INFO - Final context: 0 entities, 0 relations, 2 chunks
2025-10-28 16:48:29,959 - uvicorn.access - INFO - 127.0.0.1:52258 - "POST /query HTTP/1.1" 200
2025-10-28 16:52:53,069 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 16:52:53,069 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 16:52:53,070 - lightrag - INFO - Reranking is disabled
2025-10-28 16:52:53,325 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 16:52:53,326 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 16:52:53,326 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 16:52:53,327 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 16:52:53,327 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 16:52:53,328 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 16:52:54,541 - uvicorn.error - INFO - Started server process [25680]
2025-10-28 16:52:54,542 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 16:52:56,550 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 16:52:56,551 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 16:52:56,552 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 16:52:56,553 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 16:53:01,025 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 16:53:05,415 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 16:53:09,774 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 16:53:11,797 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 16:53:11,813 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 16:53:11,867 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 16:53:11,868 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 16:53:11,898 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 16:53:11,899 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 16:53:11,901 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 16:53:11,902 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 16:53:11,928 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:53:11,929 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:53:11,929 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 16:53:11,929 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 16:53:11,933 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 16:53:11,936 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:53:11,939 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 16:53:11,957 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:53:11,962 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 16:53:11,968 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:53:11,972 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 16:53:11,987 - uvicorn.error - INFO - Application startup complete.
2025-10-28 16:53:11,987 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 17:18:34,941 - lightrag - INFO - [_] Dropped 2 keys from text_chunks
2025-10-28 17:18:34,942 - lightrag - INFO - [_] Dropped 2 keys from full_docs
2025-10-28 17:18:34,943 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-28 17:18:34,943 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 17:18:43,566 - lightrag - INFO - [_] Process 25680 drop Qdrant collection entities
2025-10-28 17:18:52,209 - lightrag - INFO - [_] Process 25680 drop Qdrant collection relationships
2025-10-28 17:19:00,840 - lightrag - INFO - [_] Process 25680 drop Qdrant collection chunks
2025-10-28 17:19:00,855 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 17:19:00,855 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 17:19:00,856 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 17:19:00,856 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 17:19:00,857 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 17:19:00,857 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 17:19:00,857 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 17:19:00,857 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 17:19:00,859 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 17:19:00,861 - uvicorn.access - INFO - 127.0.0.1:55516 - "DELETE /documents HTTP/1.1" 200
2025-10-28 17:19:00,904 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-28 17:19:00,904 - lightrag - INFO - Cleared all cache
2025-10-28 17:19:00,905 - uvicorn.access - INFO - 127.0.0.1:55616 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-28 17:19:45,648 - uvicorn.access - INFO - 127.0.0.1:55714 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 17:19:58,001 - lightrag - INFO - Successfully extracted text from PDF using PaddleOCR: ocr.pdf
2025-10-28 17:19:58,019 - lightrag - INFO - Successfully extracted and enqueued file: ocr.pdf
2025-10-28 17:19:58,021 - lightrag - INFO - Processing 1 document(s)
2025-10-28 17:19:58,021 - lightrag - INFO - Extracting stage 1/1: ocr.pdf
2025-10-28 17:19:58,022 - lightrag - INFO - Processing d-id: doc-b98bebbbaeefd09a00a6c03446c82473
2025-10-28 17:19:58,023 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-28 17:20:01,935 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-28 17:20:01,936 - lightrag - INFO - Merging stage 1/1: ocr.pdf
2025-10-28 17:20:01,936 - lightrag - INFO - Phase 1: Processing 0 entities from doc-b98bebbbaeefd09a00a6c03446c82473 (async: 16)
2025-10-28 17:20:01,937 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.001s for 0 entities
2025-10-28 17:20:01,937 - lightrag - INFO - Phase 2: Processing 0 relations from doc-b98bebbbaeefd09a00a6c03446c82473 (async: 16)
2025-10-28 17:20:01,937 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-28 17:20:01,938 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-b98bebbbaeefd09a00a6c03446c82473
2025-10-28 17:20:01,938 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.000s
2025-10-28 17:20:01,938 - lightrag - INFO - Performance: Merging stage completed in 0.002s total (Phase1: 0.001s, Phase2: 0.000s, Phase3: 0.000s)
2025-10-28 17:20:01,939 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-28 17:20:01,953 - lightrag - INFO - In memory DB persist to disk
2025-10-28 17:20:01,953 - lightrag - INFO - Completed processing file 1/1: ocr.pdf
2025-10-28 17:20:01,953 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-28 17:25:20,169 - uvicorn.access - INFO - 127.0.0.1:56391 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 17:25:24,458 - lightrag - INFO - Successfully extracted text from PDF using PaddleOCR: test_meaningful.pdf
2025-10-28 17:25:24,460 - lightrag - WARNING - Ignoring document ID (already exists): doc-b98bebbbaeefd09a00a6c03446c82473 (test_meaningful.pdf)
2025-10-28 17:25:24,460 - lightrag - WARNING - No new unique documents were found.
2025-10-28 17:25:24,460 - lightrag - INFO - Successfully extracted and enqueued file: test_meaningful.pdf
2025-10-28 17:25:24,505 - lightrag - INFO - No documents to process
2025-10-28 17:44:36,692 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 17:44:36,692 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 17:44:36,693 - lightrag - INFO - Reranking is disabled
2025-10-28 17:44:36,984 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 17:44:36,984 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 17:44:36,985 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 17:44:36,985 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 17:44:36,986 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 17:44:36,986 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 17:44:38,199 - uvicorn.error - INFO - Started server process [28432]
2025-10-28 17:44:38,199 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 17:44:40,207 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 17:44:40,207 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 17:44:40,209 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 17:44:40,209 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 17:44:44,629 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 17:44:49,016 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 17:44:53,419 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 17:44:55,436 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 17:44:55,443 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 17:44:55,497 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 17:44:55,498 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 17:44:55,526 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 17:44:55,528 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 17:44:55,529 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 17:44:55,531 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 17:44:55,559 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 17:44:55,559 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 17:44:55,560 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 17:44:55,560 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 17:44:55,564 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 17:44:55,568 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 17:44:55,570 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 17:44:55,581 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 17:44:55,583 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 17:44:55,585 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 17:44:55,588 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 17:44:55,643 - uvicorn.error - INFO - Application startup complete.
2025-10-28 17:44:55,644 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 17:57:24,728 - uvicorn.access - INFO - 127.0.0.1:65448 - "POST /documents/upload HTTP/1.1" 401
2025-10-28 17:58:32,268 - uvicorn.access - INFO - 127.0.0.1:65477 - "POST /auth/login HTTP/1.1" 404
2025-10-28 20:39:21,674 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 20:39:21,674 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 20:39:21,675 - lightrag - INFO - Reranking is disabled
2025-10-28 20:39:21,946 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 20:39:21,947 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 20:39:21,948 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 20:39:21,948 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 20:39:21,949 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 20:39:21,949 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 20:39:23,028 - uvicorn.error - INFO - Started server process [28556]
2025-10-28 20:39:23,029 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 20:39:25,037 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 20:39:25,037 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 20:39:25,038 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 20:39:25,039 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 20:39:29,428 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 20:39:33,771 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 20:39:38,149 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 20:39:40,179 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 20:39:40,189 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 20:39:40,239 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 20:39:40,240 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 20:39:40,264 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 20:39:40,265 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 20:39:40,267 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 20:39:40,268 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 20:39:40,288 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 20:39:40,289 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 20:39:40,289 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 20:39:40,289 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 20:39:40,292 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 20:39:40,294 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 20:39:40,297 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 20:39:40,309 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 20:39:40,310 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 20:39:40,312 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 20:39:40,315 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 20:39:40,323 - uvicorn.error - INFO - Application startup complete.
2025-10-28 20:39:40,324 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 20:41:02,028 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-10-28 20:41:02,034 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-28 20:41:02,074 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-28 20:41:02,075 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 20:41:10,747 - lightrag - INFO - [_] Process 28556 drop Qdrant collection entities
2025-10-28 20:41:19,473 - lightrag - INFO - [_] Process 28556 drop Qdrant collection relationships
2025-10-28 20:41:28,077 - lightrag - INFO - [_] Process 28556 drop Qdrant collection chunks
2025-10-28 20:41:28,084 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 20:41:28,085 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 20:41:28,085 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 20:41:28,086 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 20:41:28,086 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 20:41:28,086 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 20:41:28,089 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 20:41:28,093 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 20:41:28,094 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 20:41:28,097 - uvicorn.access - INFO - 127.0.0.1:58157 - "DELETE /documents HTTP/1.1" 200
2025-10-28 20:41:28,128 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-28 20:41:28,129 - lightrag - INFO - Cleared all cache
2025-10-28 20:41:28,129 - uvicorn.access - INFO - 127.0.0.1:58209 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-28 20:42:27,459 - uvicorn.access - INFO - 127.0.0.1:58259 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 20:42:39,747 - lightrag - INFO - Successfully extracted text from PDF using PaddleOCR: ocr.pdf
2025-10-28 20:42:39,769 - lightrag - INFO - Successfully extracted and enqueued file: ocr.pdf
2025-10-28 20:42:39,796 - lightrag - INFO - Processing 1 document(s)
2025-10-28 20:42:39,796 - lightrag - INFO - Extracting stage 1/1: ocr.pdf
2025-10-28 20:42:39,796 - lightrag - INFO - Processing d-id: doc-0c89dfb224f60d067f97d648ab700a1b
2025-10-28 20:42:39,823 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-28 20:42:43,621 - lightrag - INFO - Chunk 1 of 1 extracted 16 Ent + 0 Rel (spaCy)
2025-10-28 20:42:43,622 - lightrag - INFO - Merging stage 1/1: ocr.pdf
2025-10-28 20:42:43,622 - lightrag - INFO - Phase 1: Processing 16 entities from doc-0c89dfb224f60d067f97d648ab700a1b (async: 16)
2025-10-28 20:42:45,785 - lightrag - INFO - Batch processing 16 entity embeddings with chunking
2025-10-28 20:42:45,786 - lightrag - INFO - Optimized chunking 16 items for batch_entity_upsert, starting with 16 items per chunk (parallel: 3)
2025-10-28 20:42:48,522 - lightrag - INFO - Parallel batch_entity_upsert completed: 1 chunks, 16 items in 2.734s (avg: 2.734s per chunk)
2025-10-28 20:42:48,522 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 4.899s for 16 entities
2025-10-28 20:42:48,522 - lightrag - INFO - Phase 2: Processing 0 relations from doc-0c89dfb224f60d067f97d648ab700a1b (async: 16)
2025-10-28 20:42:48,523 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-28 20:42:48,523 - lightrag - INFO - Phase 3: Updating final 16(16+0) entities and  0 relations from doc-0c89dfb224f60d067f97d648ab700a1b
2025-10-28 20:42:48,526 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.003s
2025-10-28 20:42:48,526 - lightrag - INFO - Performance: Merging stage completed in 4.903s total (Phase1: 4.899s, Phase2: 0.000s, Phase3: 0.003s)
2025-10-28 20:42:48,526 - lightrag - INFO - Completed merging: 16 entities, 0 extra entities, 0 relations
2025-10-28 20:42:48,533 - lightrag - INFO - In memory DB persist to disk
2025-10-28 20:42:48,533 - lightrag - INFO - Completed processing file 1/1: ocr.pdf
2025-10-28 20:42:48,534 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-28 20:43:08,468 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-28 20:43:11,967 - lightrag - INFO -  == LLM cache == saving: mix:keywords:f84648af8b831ab27fc318e334d9bb02
2025-10-28 20:43:12,404 - lightrag - INFO - Query nodes: Minimum distance, Hazard prevention, Workplace safety, Equipment spacing (top_k:40, cosine:0.2)
2025-10-28 20:43:15,155 - lightrag - INFO - Local query: 16 entites, 0 relations
2025-10-28 20:43:15,156 - lightrag - INFO - Query edges: Safety distance, Safety regulations, Safety standards (top_k:40, cosine:0.2)
2025-10-28 20:43:19,568 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-28 20:43:19,569 - lightrag - INFO - Raw search results: 16 entities, 0 relations, 1 vector chunks
2025-10-28 20:43:19,570 - lightrag - INFO - After truncation: 16 entities, 0 relations
2025-10-28 20:43:21,579 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-28 20:43:21,581 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-28 20:43:21,582 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-28 20:43:21,582 - lightrag - INFO - Final context: 16 entities, 0 relations, 1 chunks
2025-10-28 20:43:21,583 - lightrag - INFO - chunks: E16/1
2025-10-28 20:43:21,880 - uvicorn.access - INFO - 127.0.0.1:58413 - "POST /query/stream HTTP/1.1" 200
2025-10-28 21:06:27,347 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 21:06:27,347 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 21:06:27,348 - lightrag - INFO - Reranking is disabled
2025-10-28 21:06:27,716 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 21:06:27,717 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 21:06:27,717 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 21:06:27,717 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 21:06:27,718 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 21:06:27,718 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 21:06:28,970 - uvicorn.error - INFO - Started server process [28320]
2025-10-28 21:06:28,971 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 21:06:30,976 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 21:06:30,977 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 21:06:30,977 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 21:06:30,978 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 21:06:35,455 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 21:06:39,827 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 21:06:44,193 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 21:06:46,240 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 21:06:46,249 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 21:06:46,290 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 21:06:46,291 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 21:06:46,312 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 21:06:46,313 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 21:06:46,314 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 21:06:46,315 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 21:06:46,336 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:06:46,336 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:06:46,336 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:06:46,337 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 21:06:46,339 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 21:06:46,342 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:06:46,344 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 21:06:46,357 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:06:46,358 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 21:06:46,361 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:06:46,364 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:06:46,402 - uvicorn.error - INFO - Application startup complete.
2025-10-28 21:06:46,402 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-28 21:06:46,403 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-28 21:06:46,405 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-28 21:06:46,405 - lightrag - INFO - Successfully finalized 10 storages
2025-10-28 21:06:46,406 - uvicorn.error - INFO - Application shutdown complete.
2025-10-28 21:07:45,239 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-28 21:07:45,240 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-28 21:07:45,240 - lightrag - INFO - Reranking is disabled
2025-10-28 21:07:45,519 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-28 21:07:45,519 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-28 21:07:45,520 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-28 21:07:45,520 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-28 21:07:45,520 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-28 21:07:45,521 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-28 21:07:46,814 - uvicorn.error - INFO - Started server process [30696]
2025-10-28 21:07:46,815 - uvicorn.error - INFO - Waiting for application startup.
2025-10-28 21:07:48,823 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-28 21:07:48,823 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-28 21:07:48,824 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-28 21:07:48,825 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-28 21:07:53,252 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-28 21:07:57,648 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-28 21:08:02,023 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-28 21:08:04,045 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-28 21:08:04,051 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-28 21:08:04,091 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-28 21:08:04,091 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-28 21:08:04,115 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-28 21:08:04,116 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-28 21:08:04,117 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-28 21:08:04,118 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-28 21:08:04,140 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:08:04,141 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:08:04,141 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-28 21:08:04,141 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-28 21:08:04,144 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-28 21:08:04,146 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:08:04,149 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-28 21:08:04,160 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:08:04,161 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-28 21:08:04,165 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:08:04,167 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-28 21:08:04,180 - uvicorn.error - INFO - Application startup complete.
2025-10-28 21:08:04,180 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-28 21:32:03,409 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-10-28 21:32:03,410 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-28 21:32:03,411 - lightrag - INFO - [_] Dropped 1 keys from full_entities
2025-10-28 21:32:03,412 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-28 21:32:12,510 - lightrag - INFO - [_] Process 30696 drop Qdrant collection entities
2025-10-28 21:32:21,164 - lightrag - INFO - [_] Process 30696 drop Qdrant collection relationships
2025-10-28 21:32:29,798 - lightrag - INFO - [_] Process 30696 drop Qdrant collection chunks
2025-10-28 21:32:29,860 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-28 21:32:29,861 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-28 21:32:29,861 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-28 21:32:29,862 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-28 21:32:29,862 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-28 21:32:29,862 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-28 21:32:29,863 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-28 21:32:29,863 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-28 21:32:29,863 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-28 21:32:29,864 - uvicorn.access - INFO - 127.0.0.1:60585 - "DELETE /documents HTTP/1.1" 200
2025-10-28 21:32:31,877 - lightrag - INFO - [_] Dropped 1 keys from llm_response_cache
2025-10-28 21:32:31,878 - lightrag - INFO - Cleared all cache
2025-10-28 21:32:31,878 - uvicorn.access - INFO - 127.0.0.1:60623 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-28 21:33:28,813 - uvicorn.access - INFO - 127.0.0.1:60698 - "POST /documents/upload HTTP/1.1" 200
2025-10-28 21:33:34,727 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: Unknown argument: use_gpu
2025-10-28 21:33:36,131 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-28 21:33:36,132 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 03:13:00,216 - uvicorn.access - INFO - 127.0.0.1:56789 - "POST /xmlrpc.php HTTP/1.1" 404
2025-10-29 04:09:57,588 - uvicorn.access - INFO - 127.0.0.1:58980 - "POST /documents/upload HTTP/1.1" 401
2025-10-29 04:10:42,921 - uvicorn.access - INFO - 127.0.0.1:59012 - "POST /documents/upload HTTP/1.1" 401
2025-10-29 04:11:01,969 - uvicorn.access - INFO - 127.0.0.1:59017 - "POST /auth/login HTTP/1.1" 404
2025-10-29 04:16:58,069 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 04:16:58,071 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 04:16:58,072 - lightrag - INFO - Reranking is disabled
2025-10-29 04:16:58,370 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 04:16:58,371 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 04:16:58,373 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 04:16:58,373 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 04:16:58,373 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 04:16:58,374 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 04:16:59,573 - uvicorn.error - INFO - Started server process [4568]
2025-10-29 04:16:59,573 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 04:17:01,582 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 04:17:01,582 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 04:17:01,583 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 04:17:01,583 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 04:17:06,015 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 04:17:10,343 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 04:17:14,676 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 04:17:16,803 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 04:17:16,818 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 04:17:16,866 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 04:17:16,867 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 04:17:16,889 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 04:17:16,890 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 04:17:16,891 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 04:17:16,892 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 04:17:16,913 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 04:17:16,914 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 04:17:16,914 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 04:17:16,914 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 04:17:16,918 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 04:17:16,921 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 04:17:16,923 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 04:17:16,934 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 04:17:16,935 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 04:17:16,938 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 04:17:16,940 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 04:17:17,029 - uvicorn.error - INFO - Application startup complete.
2025-10-29 04:17:17,030 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 04:20:58,537 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 04:20:58,544 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 04:20:58,574 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 04:20:58,577 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 04:21:07,192 - lightrag - INFO - [_] Process 4568 drop Qdrant collection entities
2025-10-29 04:21:15,931 - lightrag - INFO - [_] Process 4568 drop Qdrant collection relationships
2025-10-29 04:21:24,564 - lightrag - INFO - [_] Process 4568 drop Qdrant collection chunks
2025-10-29 04:21:24,571 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 04:21:24,571 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 04:21:24,572 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 04:21:24,573 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 04:21:24,573 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 04:21:24,574 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 04:21:24,575 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 04:21:24,576 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 04:21:24,578 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 04:21:24,583 - uvicorn.access - INFO - 127.0.0.1:59865 - "DELETE /documents HTTP/1.1" 200
2025-10-29 04:21:24,621 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-29 04:21:24,621 - lightrag - INFO - Cleared all cache
2025-10-29 04:21:24,622 - uvicorn.access - INFO - 127.0.0.1:60006 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-29 04:23:24,803 - uvicorn.access - INFO - 127.0.0.1:60221 - "POST /documents/upload HTTP/1.1" 401
2025-10-29 04:26:07,088 - uvicorn.access - INFO - 127.0.0.1:60428 - "POST /auth/login HTTP/1.1" 404
2025-10-29 04:28:34,432 - uvicorn.access - INFO - 127.0.0.1:60533 - "POST /login HTTP/1.1" 200
2025-10-29 04:28:36,438 - uvicorn.access - INFO - 127.0.0.1:60535 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 04:28:42,790 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: 'paddle.base.libpaddle.AnalysisConfig' object has no attribute 'set_optimization_level'
2025-10-29 04:28:43,794 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-29 04:28:43,795 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 04:28:48,445 - uvicorn.access - INFO - 127.0.0.1:60545 - "POST /search HTTP/1.1" 404
2025-10-29 04:29:12,803 - uvicorn.access - INFO - 127.0.0.1:60558 - "POST /login HTTP/1.1" 200
2025-10-29 04:29:14,810 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-29 04:29:17,085 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 04:29:17,086 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 04:29:17,086 - lightrag - WARNING - Forced low_level_keywords to origin query: test
2025-10-29 04:29:18,327 - lightrag - INFO - Query nodes: test (top_k:10, cosine:0.2)
2025-10-29 04:29:18,327 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 04:29:22,717 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 04:29:22,718 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 04:29:22,719 - uvicorn.access - INFO - 127.0.0.1:60562 - "POST /query HTTP/1.1" 200
2025-10-29 04:34:02,411 - uvicorn.access - INFO - 127.0.0.1:60672 - "POST /login HTTP/1.1" 200
2025-10-29 04:34:04,420 - uvicorn.access - INFO - 127.0.0.1:60676 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 04:34:04,435 - lightrag - INFO - Successfully extracted and enqueued file: test_document.txt
2025-10-29 04:34:04,438 - lightrag - INFO - Preserving 1 failed document entries for manual review
2025-10-29 04:34:04,439 - lightrag - INFO - Processing 1 document(s)
2025-10-29 04:34:04,439 - lightrag - INFO - Extracting stage 1/1: test_document.txt
2025-10-29 04:34:04,440 - lightrag - INFO - Processing d-id: doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 04:34:07,416 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-29 04:34:07,419 - lightrag - INFO - Merging stage 1/1: test_document.txt
2025-10-29 04:34:07,420 - lightrag - INFO - Phase 1: Processing 0 entities from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 04:34:07,421 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.001s for 0 entities
2025-10-29 04:34:07,422 - lightrag - INFO - Phase 2: Processing 0 relations from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 04:34:07,423 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-29 04:34:07,423 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 04:34:07,424 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-29 04:34:07,425 - lightrag - INFO - Performance: Merging stage completed in 0.005s total (Phase1: 0.001s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-29 04:34:07,425 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-29 04:34:07,431 - lightrag - INFO - In memory DB persist to disk
2025-10-29 04:34:07,431 - lightrag - INFO - Completed processing file 1/1: test_document.txt
2025-10-29 04:34:07,431 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-29 04:34:18,393 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e8f30d39163df582f5c579efcab5d139
2025-10-29 04:34:18,395 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 04:34:18,832 - lightrag - INFO - Query edges: Railway (top_k:10, cosine:0.2)
2025-10-29 04:34:23,261 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 04:34:23,261 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 1 vector chunks
2025-10-29 04:34:23,262 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-29 04:34:23,263 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-10-29 04:34:23,264 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 04:34:23,265 - lightrag - INFO - Final context: 0 entities, 0 relations, 1 chunks
2025-10-29 04:34:23,265 - uvicorn.access - INFO - 127.0.0.1:60688 - "POST /query HTTP/1.1" 200
2025-10-29 04:34:48,684 - uvicorn.access - INFO - 127.0.0.1:60731 - "POST /login HTTP/1.1" 200
2025-10-29 04:35:09,891 - lightrag - INFO -  == LLM cache == saving: mix:keywords:045d952c2d9a51356c117c5788e42b5e
2025-10-29 04:35:09,892 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 04:35:10,251 - lightrag - INFO - Query edges: Maintenance (top_k:10, cosine:0.2)
2025-10-29 04:35:14,677 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 04:35:14,677 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 1 vector chunks
2025-10-29 04:35:14,677 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-29 04:35:14,678 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-10-29 04:35:14,679 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 04:35:14,679 - lightrag - INFO - Final context: 0 entities, 0 relations, 1 chunks
2025-10-29 04:35:14,680 - uvicorn.access - INFO - 127.0.0.1:60763 - "POST /query HTTP/1.1" 200
2025-10-29 04:36:16,258 - uvicorn.access - INFO - 127.0.0.1:60988 - "POST /login HTTP/1.1" 200
2025-10-29 04:36:21,269 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e442157425188742766fbca3f24f5f52
2025-10-29 04:36:21,686 - lightrag - INFO - Query nodes: Track inspection, Rail replacement, Signal maintenance, Sleeper maintenance (top_k:10, cosine:0.2)
2025-10-29 04:36:24,097 - lightrag - INFO - Query edges: Railway maintenance, Infrastructure upkeep, Transportation systems (top_k:10, cosine:0.2)
2025-10-29 04:36:28,550 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 04:36:28,550 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 1 vector chunks
2025-10-29 04:36:28,551 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-29 04:36:28,551 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-10-29 04:36:28,552 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 04:36:28,553 - lightrag - INFO - Final context: 0 entities, 0 relations, 1 chunks
2025-10-29 04:36:28,553 - uvicorn.access - INFO - 127.0.0.1:61179 - "POST /query HTTP/1.1" 200
2025-10-29 05:21:56,268 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 05:21:56,268 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 05:21:56,269 - lightrag - INFO - Reranking is disabled
2025-10-29 05:21:56,578 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 05:21:56,579 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 05:21:56,579 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 05:21:56,580 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 05:21:56,581 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 05:21:56,581 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 05:21:57,771 - uvicorn.error - INFO - Started server process [29052]
2025-10-29 05:21:57,771 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 05:21:59,779 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 05:21:59,779 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 05:21:59,780 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 05:21:59,780 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 05:22:04,207 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 05:22:08,603 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 05:22:13,031 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 05:22:15,069 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 05:22:15,089 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 05:22:15,137 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 05:22:15,138 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 05:22:15,162 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 05:22:15,163 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 05:22:15,164 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 05:22:15,166 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 05:22:15,189 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 05:22:15,189 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 05:22:15,189 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 05:22:15,190 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 05:22:15,192 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 05:22:15,195 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 05:22:15,198 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 05:22:15,210 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 05:22:15,212 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 05:22:15,214 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 05:22:15,216 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 05:22:15,227 - uvicorn.error - INFO - Application startup complete.
2025-10-29 05:22:15,228 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-29 05:22:15,228 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-29 05:22:15,231 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-29 05:22:15,231 - lightrag - INFO - Successfully finalized 10 storages
2025-10-29 05:22:15,231 - uvicorn.error - INFO - Application shutdown complete.
2025-10-29 07:33:18,370 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 07:33:18,371 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 07:33:18,372 - lightrag - INFO - Reranking is disabled
2025-10-29 07:33:21,012 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 07:33:21,013 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 07:33:21,013 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 07:33:21,014 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 07:33:21,014 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 07:33:21,015 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 07:33:22,375 - uvicorn.error - INFO - Started server process [4240]
2025-10-29 07:33:22,376 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 07:33:24,388 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 07:33:24,389 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 07:33:24,389 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 07:33:24,390 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 07:33:28,834 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 07:33:33,234 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 07:33:37,622 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 07:33:40,836 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 07:33:41,107 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 07:33:41,150 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 07:33:41,154 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 07:33:41,198 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 07:33:41,199 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 07:33:41,200 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 07:33:41,201 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 07:33:41,235 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 07:33:41,235 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 07:33:41,236 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 07:33:41,236 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 07:33:41,241 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 07:33:41,245 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 07:33:41,247 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 07:33:41,260 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 07:33:41,262 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 07:33:41,264 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 07:33:41,266 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 07:33:41,575 - uvicorn.error - INFO - Application startup complete.
2025-10-29 07:33:41,576 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 09:14:00,312 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 09:14:00,313 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 09:14:00,314 - lightrag - INFO - Reranking is disabled
2025-10-29 09:14:00,566 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 09:14:00,567 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 09:14:00,567 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 09:14:00,568 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 09:14:00,568 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 09:14:00,569 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 09:14:01,594 - uvicorn.error - INFO - Started server process [20272]
2025-10-29 09:14:01,595 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 09:14:03,601 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 09:14:03,602 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 09:14:03,602 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 09:14:03,603 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 09:14:07,967 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 09:14:12,331 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 09:14:16,709 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 09:14:18,730 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 09:14:18,754 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 09:14:18,792 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 09:14:18,793 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 09:14:18,815 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 09:14:18,816 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 09:14:18,817 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 09:14:18,819 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 09:14:18,839 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 09:14:18,839 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 09:14:18,840 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 09:14:18,840 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 09:14:18,844 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 09:14:18,847 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 09:14:18,849 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 09:14:18,861 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 09:14:18,863 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 09:14:18,865 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 09:14:18,868 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 09:14:18,879 - uvicorn.error - INFO - Application startup complete.
2025-10-29 09:14:18,880 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 09:14:53,246 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-10-29 09:14:53,248 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-29 09:14:53,250 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 09:14:53,251 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 09:15:01,881 - lightrag - INFO - [_] Process 20272 drop Qdrant collection entities
2025-10-29 09:15:10,567 - lightrag - INFO - [_] Process 20272 drop Qdrant collection relationships
2025-10-29 09:15:19,241 - lightrag - INFO - [_] Process 20272 drop Qdrant collection chunks
2025-10-29 09:15:19,252 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 09:15:19,253 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 09:15:19,253 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 09:15:19,254 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 09:15:19,254 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 09:15:19,255 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 09:15:19,255 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 09:15:19,256 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 09:15:19,256 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 09:15:19,258 - uvicorn.access - INFO - 127.0.0.1:51388 - "DELETE /documents HTTP/1.1" 200
2025-10-29 09:15:19,310 - lightrag - INFO - [_] Dropped 3 keys from llm_response_cache
2025-10-29 09:15:19,311 - lightrag - INFO - Cleared all cache
2025-10-29 09:15:19,311 - uvicorn.access - INFO - 127.0.0.1:51424 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-29 09:15:36,479 - uvicorn.access - INFO - 127.0.0.1:51430 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 09:15:43,317 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: 'paddle.base.libpaddle.AnalysisConfig' object has no attribute 'set_optimization_level'
2025-10-29 09:15:44,488 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-29 09:15:44,489 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 09:56:28,365 - uvicorn.access - INFO - 127.0.0.1:53857 - "POST /documents/upload HTTP/1.1" 401
2025-10-29 09:56:44,041 - uvicorn.access - INFO - 127.0.0.1:53864 - "POST /login HTTP/1.1" 200
2025-10-29 09:56:46,061 - uvicorn.access - INFO - 127.0.0.1:53866 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 09:56:58,067 - uvicorn.access - INFO - 127.0.0.1:53870 - "POST /search HTTP/1.1" 404
2025-10-29 09:57:46,852 - uvicorn.access - INFO - 127.0.0.1:53894 - "POST /documents/upload HTTP/1.1" 401
2025-10-29 10:01:30,501 - uvicorn.access - INFO - 127.0.0.1:54088 - "POST /login HTTP/1.1" 200
2025-10-29 10:01:32,509 - uvicorn.access - INFO - 127.0.0.1:54090 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:01:44,529 - uvicorn.access - INFO - 127.0.0.1:54092 - "POST /search HTTP/1.1" 404
2025-10-29 10:06:14,342 - uvicorn.access - INFO - 127.0.0.1:54289 - "POST /login HTTP/1.1" 200
2025-10-29 10:06:16,349 - uvicorn.access - INFO - 127.0.0.1:54291 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:06:16,360 - lightrag - WARNING - PaddleOCR failed for PDF sample_ocr.pdf, falling back to standard extraction: 'paddle.base.libpaddle.AnalysisConfig' object has no attribute 'set_optimization_level'
2025-10-29 10:06:16,379 - lightrag - INFO - Successfully extracted and enqueued file: sample_ocr.pdf
2025-10-29 10:06:16,492 - lightrag - INFO - Preserving 1 failed document entries for manual review
2025-10-29 10:06:16,493 - lightrag - INFO - Processing 1 document(s)
2025-10-29 10:06:16,493 - lightrag - INFO - Extracting stage 1/1: sample_ocr.pdf
2025-10-29 10:06:16,494 - lightrag - INFO - Processing d-id: doc-f4cd3558bd1a61b61cb08f89db6fb671
2025-10-29 10:06:16,496 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 10:06:21,410 - lightrag - INFO - Chunk 1 of 1 extracted 5 Ent + 0 Rel (spaCy)
2025-10-29 10:06:21,411 - lightrag - INFO - Merging stage 1/1: sample_ocr.pdf
2025-10-29 10:06:21,412 - lightrag - INFO - Phase 1: Processing 5 entities from doc-f4cd3558bd1a61b61cb08f89db6fb671 (async: 16)
2025-10-29 10:06:23,881 - lightrag - INFO - Batch processing 5 entity embeddings with chunking
2025-10-29 10:06:23,881 - lightrag - INFO - Optimized chunking 5 items for batch_entity_upsert, starting with 5 items per chunk (parallel: 3)
2025-10-29 10:06:26,435 - lightrag - INFO - Parallel batch_entity_upsert completed: 1 chunks, 5 items in 2.553s (avg: 2.553s per chunk)
2025-10-29 10:06:26,436 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 5.023s for 5 entities
2025-10-29 10:06:26,436 - lightrag - INFO - Phase 2: Processing 0 relations from doc-f4cd3558bd1a61b61cb08f89db6fb671 (async: 16)
2025-10-29 10:06:26,436 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-29 10:06:26,437 - lightrag - INFO - Phase 3: Updating final 5(5+0) entities and  0 relations from doc-f4cd3558bd1a61b61cb08f89db6fb671
2025-10-29 10:06:26,438 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-29 10:06:26,439 - lightrag - INFO - Performance: Merging stage completed in 5.028s total (Phase1: 5.023s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-29 10:06:26,440 - lightrag - INFO - Completed merging: 5 entities, 0 extra entities, 0 relations
2025-10-29 10:06:26,444 - lightrag - INFO - In memory DB persist to disk
2025-10-29 10:06:26,445 - lightrag - INFO - Completed processing file 1/1: sample_ocr.pdf
2025-10-29 10:06:26,445 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-29 10:06:48,355 - uvicorn.access - INFO - 127.0.0.1:54342 - "POST /search HTTP/1.1" 404
2025-10-29 10:06:50,359 - uvicorn.access - INFO - 127.0.0.1:54344 - "POST /search HTTP/1.1" 404
2025-10-29 10:06:52,369 - uvicorn.access - INFO - 127.0.0.1:54346 - "POST /search HTTP/1.1" 404
2025-10-29 10:06:54,375 - uvicorn.access - INFO - 127.0.0.1:54349 - "POST /search HTTP/1.1" 404
2025-10-29 10:06:56,381 - uvicorn.access - INFO - 127.0.0.1:54352 - "POST /search HTTP/1.1" 404
2025-10-29 10:10:38,479 - uvicorn.access - INFO - 127.0.0.1:54767 - "POST /login HTTP/1.1" 200
2025-10-29 10:10:40,484 - uvicorn.access - INFO - 127.0.0.1:54770 - "POST /search HTTP/1.1" 404
2025-10-29 10:10:42,491 - uvicorn.access - INFO - 127.0.0.1:54772 - "POST /api/search HTTP/1.1" 404
2025-10-29 10:10:44,495 - uvicorn.access - INFO - 127.0.0.1:54774 - "POST /documents/search HTTP/1.1" 404
2025-10-29 10:10:46,499 - uvicorn.access - INFO - 127.0.0.1:54776 - "POST /v1/search HTTP/1.1" 404
2025-10-29 10:11:33,255 - uvicorn.access - INFO - 127.0.0.1:54785 - "POST /login HTTP/1.1" 200
2025-10-29 10:14:23,597 - uvicorn.access - INFO - 127.0.0.1:54838 - "POST /login HTTP/1.1" 200
2025-10-29 10:17:15,466 - uvicorn.access - INFO - 127.0.0.1:54885 - "POST /login HTTP/1.1" 200
2025-10-29 10:17:17,472 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-29 10:17:20,284 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:17:20,284 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 10:17:20,285 - lightrag - WARNING - Forced low_level_keywords to origin query: test document
2025-10-29 10:17:21,370 - lightrag - INFO - Query nodes: test document (top_k:5, cosine:0.2)
2025-10-29 10:17:26,312 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-10-29 10:17:28,316 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:17:28,317 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 1 vector chunks
2025-10-29 10:17:28,317 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-10-29 10:17:30,325 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:17:30,327 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:17:30,328 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:17:30,330 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-10-29 10:17:30,333 - lightrag - INFO - chunks: E5/1
2025-10-29 10:17:34,212 - lightrag - INFO -  == LLM cache == saving: mix:query:4d9aa29d3675c126c1b15b310a846cda
2025-10-29 10:17:34,213 - uvicorn.access - INFO - 127.0.0.1:54887 - "POST /query HTTP/1.1" 200
2025-10-29 10:17:38,331 - lightrag - INFO -  == LLM cache == saving: mix:keywords:d4d0659b3ebd32417e32ad6689ba75cc
2025-10-29 10:17:38,825 - lightrag - INFO - Query nodes: PDF (top_k:3, cosine:0.2)
2025-10-29 10:17:41,246 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:17:41,247 - lightrag - INFO - Query edges: Document format, File type (top_k:3, cosine:0.2)
2025-10-29 10:17:45,683 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:17:45,683 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 1 vector chunks
2025-10-29 10:17:45,684 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:17:47,691 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:17:47,692 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:17:47,693 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:17:47,694 - lightrag - INFO - Final context: 3 entities, 0 relations, 1 chunks
2025-10-29 10:17:47,694 - lightrag - INFO - chunks: E3/1
2025-10-29 10:17:52,832 - lightrag - INFO -  == LLM cache == saving: mix:query:e50bf321160cb6632267e3150171e2de
2025-10-29 10:17:52,833 - uvicorn.access - INFO - 127.0.0.1:54908 - "POST /query HTTP/1.1" 200
2025-10-29 10:18:54,024 - uvicorn.access - INFO - 127.0.0.1:55486 - "POST /login HTTP/1.1" 200
2025-10-29 10:18:56,027 - uvicorn.access - INFO - 127.0.0.1:55489 - "POST /query HTTP/1.1" 200
2025-10-29 10:18:58,034 - uvicorn.access - INFO - 127.0.0.1:55492 - "POST /query HTTP/1.1" 200
2025-10-29 10:19:02,234 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:19:02,235 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 10:19:02,236 - lightrag - WARNING - Forced low_level_keywords to origin query: sample
2025-10-29 10:19:02,735 - lightrag - INFO - Query nodes: sample (top_k:3, cosine:0.2)
2025-10-29 10:19:05,223 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:19:07,227 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:19:07,227 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 1 vector chunks
2025-10-29 10:19:07,228 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:19:09,234 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:19:09,239 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:19:09,240 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:19:09,241 - lightrag - INFO - Final context: 3 entities, 0 relations, 1 chunks
2025-10-29 10:19:09,242 - lightrag - INFO - chunks: E3/1
2025-10-29 10:19:13,364 - lightrag - INFO -  == LLM cache == saving: mix:query:bdd2bb8961736692897b6240160e3b90
2025-10-29 10:19:13,365 - uvicorn.access - INFO - 127.0.0.1:55494 - "POST /query HTTP/1.1" 200
2025-10-29 10:19:17,633 - lightrag - INFO -  == LLM cache == saving: mix:keywords:20d3079181de968ea3c99455b57eb21a
2025-10-29 10:19:17,634 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:19:18,039 - lightrag - INFO - Query edges: OCR (top_k:3, cosine:0.2)
2025-10-29 10:19:22,465 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:19:22,466 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 1 vector chunks
2025-10-29 10:19:22,466 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-29 10:19:22,467 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-10-29 10:19:22,468 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:19:22,468 - lightrag - INFO - Final context: 0 entities, 0 relations, 1 chunks
2025-10-29 10:19:22,469 - uvicorn.access - INFO - 127.0.0.1:55509 - "POST /query HTTP/1.1" 200
2025-10-29 10:19:26,701 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:19:26,702 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 10:19:26,702 - lightrag - WARNING - Forced low_level_keywords to origin query: processing
2025-10-29 10:19:27,197 - lightrag - INFO - Query nodes: processing (top_k:3, cosine:0.2)
2025-10-29 10:19:29,721 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:19:31,728 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:19:31,729 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 1 vector chunks
2025-10-29 10:19:31,729 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:19:33,741 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:19:33,745 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:19:33,746 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:19:33,747 - lightrag - INFO - Final context: 3 entities, 0 relations, 1 chunks
2025-10-29 10:19:33,748 - lightrag - INFO - chunks: E3/1
2025-10-29 10:19:41,736 - lightrag - INFO -  == LLM cache == saving: mix:query:5da7d997207c94259872b971d9de4e75
2025-10-29 10:19:41,739 - uvicorn.access - INFO - 127.0.0.1:55521 - "POST /query HTTP/1.1" 200
2025-10-29 10:19:46,732 - lightrag - INFO -  == LLM cache == saving: mix:keywords:1d2b2d0db3e8b03a93d8c0911565471d
2025-10-29 10:19:47,213 - lightrag - INFO - Query nodes: GPU, Graphics card, Video card (top_k:3, cosine:0.2)
2025-10-29 10:19:49,719 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:19:49,719 - lightrag - INFO - Query edges: GPU, Graphics processing unit, Computer hardware (top_k:3, cosine:0.2)
2025-10-29 10:19:54,214 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:19:54,215 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 1 vector chunks
2025-10-29 10:19:54,216 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:19:56,221 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:19:56,224 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:19:56,224 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:19:56,225 - lightrag - INFO - Final context: 3 entities, 0 relations, 1 chunks
2025-10-29 10:19:56,225 - lightrag - INFO - chunks: E3/1
2025-10-29 10:20:02,821 - lightrag - INFO -  == LLM cache == saving: mix:query:b42495d5677798d71e286e75507a25fe
2025-10-29 10:20:02,822 - uvicorn.access - INFO - 127.0.0.1:55543 - "POST /query HTTP/1.1" 200
2025-10-29 10:30:34,371 - uvicorn.access - INFO - 127.0.0.1:56116 - "POST /login HTTP/1.1" 200
2025-10-29 10:30:36,381 - uvicorn.access - INFO - 127.0.0.1:56118 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:31:35,467 - uvicorn.access - INFO - 127.0.0.1:56130 - "POST /login HTTP/1.1" 200
2025-10-29 10:31:37,475 - uvicorn.access - INFO - 127.0.0.1:56133 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:31:44,447 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e9680e764ee822dd327cf3ca55104101
2025-10-29 10:31:45,526 - lightrag - INFO - Query nodes: ocr.pdf, text extraction, image processing (top_k:5, cosine:0.2)
2025-10-29 10:31:50,096 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-10-29 10:31:50,097 - lightrag - INFO - Query edges: OCR, PDF content, Document analysis (top_k:5, cosine:0.2)
2025-10-29 10:31:54,552 - lightrag - INFO - Naive query: 1 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:31:54,553 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 1 vector chunks
2025-10-29 10:31:54,554 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-10-29 10:31:56,560 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-10-29 10:31:56,562 - lightrag - INFO - Round-robin merged chunks: 2 -> 1 (deduplication: 1)
2025-10-29 10:31:56,563 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:31:56,563 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-10-29 10:31:56,564 - lightrag - INFO - chunks: E5/1
2025-10-29 10:32:01,889 - lightrag - INFO -  == LLM cache == saving: mix:query:2ff2915ab313ebbef7869ff00063c58f
2025-10-29 10:32:01,890 - uvicorn.access - INFO - 127.0.0.1:56137 - "POST /query HTTP/1.1" 200
2025-10-29 10:32:56,233 - uvicorn.access - INFO - 127.0.0.1:56168 - "POST /login HTTP/1.1" 200
2025-10-29 10:32:58,242 - uvicorn.access - INFO - 127.0.0.1:56170 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:32:58,252 - lightrag - WARNING - PaddleOCR failed for PDF test_ocr_content.pdf, falling back to standard extraction: 'paddle.base.libpaddle.AnalysisConfig' object has no attribute 'set_optimization_level'
2025-10-29 10:32:58,272 - lightrag - INFO - Successfully extracted and enqueued file: test_ocr_content.pdf
2025-10-29 10:32:58,275 - lightrag - INFO - Preserving 1 failed document entries for manual review
2025-10-29 10:32:58,276 - lightrag - INFO - Processing 1 document(s)
2025-10-29 10:32:58,276 - lightrag - INFO - Extracting stage 1/1: test_ocr_content.pdf
2025-10-29 10:32:58,277 - lightrag - INFO - Processing d-id: doc-f41646a7b5b7534978f43cfa4a6320e9
2025-10-29 10:33:00,558 - lightrag - INFO - Chunk 1 of 1 extracted 7 Ent + 0 Rel (spaCy)
2025-10-29 10:33:00,559 - lightrag - INFO - Merging stage 1/1: test_ocr_content.pdf
2025-10-29 10:33:00,560 - lightrag - INFO - Phase 1: Processing 7 entities from doc-f41646a7b5b7534978f43cfa4a6320e9 (async: 16)
2025-10-29 10:33:00,742 - lightrag - INFO - Merged: `PDF` | 1+1
2025-10-29 10:33:00,743 - lightrag - INFO - Merged: `OCR` | 1+1(dd:1)
2025-10-29 10:33:02,583 - lightrag - INFO - Merged: `GPU` | 1+1
2025-10-29 10:33:02,584 - lightrag - INFO - Merged: `PaddleOCR` | 1+1
2025-10-29 10:33:02,635 - lightrag - INFO - Merged: `1` | 1+1
2025-10-29 10:33:02,681 - lightrag - INFO - Batch processing 7 entity embeddings with chunking
2025-10-29 10:33:02,682 - lightrag - INFO - Optimized chunking 7 items for batch_entity_upsert, starting with 7 items per chunk (parallel: 3)
2025-10-29 10:33:03,411 - lightrag - INFO -  == LLM cache == saving: mix:keywords:fac6195250c9f49eb30219c6104a181e
2025-10-29 10:33:05,749 - lightrag - INFO - Parallel batch_entity_upsert completed: 1 chunks, 7 items in 3.067s (avg: 3.067s per chunk)
2025-10-29 10:33:05,750 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 5.190s for 7 entities
2025-10-29 10:33:05,750 - lightrag - INFO - Phase 2: Processing 0 relations from doc-f41646a7b5b7534978f43cfa4a6320e9 (async: 16)
2025-10-29 10:33:05,751 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-29 10:33:05,751 - lightrag - INFO - Phase 3: Updating final 7(7+0) entities and  0 relations from doc-f41646a7b5b7534978f43cfa4a6320e9
2025-10-29 10:33:05,753 - lightrag - INFO - Query nodes: test PDF, Optical Character Recognition (top_k:3, cosine:0.2)
2025-10-29 10:33:05,924 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.173s
2025-10-29 10:33:05,924 - lightrag - INFO - Performance: Merging stage completed in 5.365s total (Phase1: 5.190s, Phase2: 0.000s, Phase3: 0.173s)
2025-10-29 10:33:05,925 - lightrag - INFO - Completed merging: 7 entities, 0 extra entities, 0 relations
2025-10-29 10:33:05,930 - lightrag - INFO - In memory DB persist to disk
2025-10-29 10:33:05,930 - lightrag - INFO - Completed processing file 1/1: test_ocr_content.pdf
2025-10-29 10:33:05,931 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-29 10:33:08,203 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:33:08,204 - lightrag - INFO - Query edges: PDF document, OCR processing (top_k:3, cosine:0.2)
2025-10-29 10:33:12,689 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:33:12,690 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:33:12,690 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:33:14,695 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:33:14,697 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:33:14,698 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:33:14,699 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:33:14,699 - lightrag - INFO - chunks: E3/1 E3/2
2025-10-29 10:33:21,868 - lightrag - INFO -  == LLM cache == saving: mix:query:72bb9240aff1129bb8234353f0f4e177
2025-10-29 10:33:21,870 - uvicorn.access - INFO - 127.0.0.1:56174 - "POST /query HTTP/1.1" 200
2025-10-29 10:33:26,771 - lightrag - INFO -  == LLM cache == saving: mix:keywords:07b6ea030f9e338f98cf97e712335c4e
2025-10-29 10:33:27,155 - lightrag - INFO - Query nodes: Graphics processing unit, Parallel computing, Processing speed (top_k:3, cosine:0.2)
2025-10-29 10:33:29,646 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:33:29,647 - lightrag - INFO - Query edges: GPU acceleration, Faster processing, Computational performance (top_k:3, cosine:0.2)
2025-10-29 10:33:34,031 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:33:34,031 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:33:34,032 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:33:36,040 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:33:36,042 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:33:36,043 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:33:36,044 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:33:36,044 - lightrag - INFO - chunks: E2/1 E3/2
2025-10-29 10:33:42,223 - lightrag - INFO -  == LLM cache == saving: mix:query:ad6bc851ade6eda96f7a6235e7398e58
2025-10-29 10:33:42,225 - uvicorn.access - INFO - 127.0.0.1:56208 - "POST /query HTTP/1.1" 200
2025-10-29 10:33:46,381 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e3112eb97a13d3cd42e0999da6e26f76
2025-10-29 10:33:46,382 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:33:46,879 - lightrag - INFO - Query edges: Important Heading (top_k:3, cosine:0.2)
2025-10-29 10:33:51,290 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:33:51,291 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 2 vector chunks
2025-10-29 10:33:51,291 - lightrag - INFO - After truncation: 0 entities, 0 relations
2025-10-29 10:33:51,292 - lightrag - INFO - Round-robin merged chunks: 2 -> 2 (deduplication: 0)
2025-10-29 10:33:51,293 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:33:51,294 - lightrag - INFO - Final context: 0 entities, 0 relations, 2 chunks
2025-10-29 10:33:51,295 - uvicorn.access - INFO - 127.0.0.1:56223 - "POST /query HTTP/1.1" 200
2025-10-29 10:33:55,583 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:33:55,583 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 10:33:55,584 - lightrag - WARNING - Forced low_level_keywords to origin query: Numbers 1234567890
2025-10-29 10:33:56,022 - lightrag - INFO - Query nodes: Numbers 1234567890 (top_k:3, cosine:0.2)
2025-10-29 10:33:58,500 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:34:00,505 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:34:00,506 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:34:00,506 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:34:02,511 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:34:02,513 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:34:02,514 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:34:02,515 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:34:02,515 - lightrag - INFO - chunks: E3/1 E2/2
2025-10-29 10:34:08,997 - lightrag - INFO -  == LLM cache == saving: mix:query:3bdcd4a3b5ca66e929564522701ff08c
2025-10-29 10:34:08,998 - uvicorn.access - INFO - 127.0.0.1:56233 - "POST /query HTTP/1.1" 200
2025-10-29 10:34:13,508 - lightrag - WARNING - low_level_keywords is empty
2025-10-29 10:34:13,509 - lightrag - WARNING - high_level_keywords is empty
2025-10-29 10:34:13,509 - lightrag - WARNING - Forced low_level_keywords to origin query: special characters
2025-10-29 10:34:13,969 - lightrag - INFO - Query nodes: special characters (top_k:3, cosine:0.2)
2025-10-29 10:34:16,522 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:34:18,528 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:34:18,529 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:34:18,530 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:34:20,539 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:34:20,542 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:34:20,545 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:34:20,546 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:34:20,546 - lightrag - INFO - chunks: E3/1 E2/2
2025-10-29 10:34:26,143 - lightrag - INFO -  == LLM cache == saving: mix:query:f17572507e5d46a6b5831c4b9d76b5d2
2025-10-29 10:34:26,145 - uvicorn.access - INFO - 127.0.0.1:56246 - "POST /query HTTP/1.1" 200
2025-10-29 10:48:33,600 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 10:48:33,600 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 10:48:33,601 - lightrag - INFO - Reranking is disabled
2025-10-29 10:48:33,918 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 10:48:33,919 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 10:48:33,920 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 10:48:33,920 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 10:48:33,921 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 10:48:33,921 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 10:48:35,128 - uvicorn.error - INFO - Started server process [29692]
2025-10-29 10:48:35,128 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 10:48:37,136 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 10:48:37,137 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 10:48:37,137 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 10:48:37,138 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 10:48:41,569 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 10:48:45,985 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 10:48:50,364 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 10:48:52,399 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 10:48:52,409 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 10:48:52,456 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 10:48:52,456 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 10:48:52,482 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 10:48:52,484 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 10:48:52,486 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 10:48:52,487 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 10:48:52,511 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 10:48:52,511 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 10:48:52,512 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 10:48:52,512 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 10:48:52,517 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 10:48:52,521 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 10:48:52,524 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 10:48:52,535 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 10:48:52,537 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 10:48:52,539 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 10:48:52,542 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 10:48:52,573 - uvicorn.error - INFO - Application startup complete.
2025-10-29 10:48:52,574 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 10:50:40,221 - uvicorn.access - INFO - 127.0.0.1:57680 - "POST /login HTTP/1.1" 200
2025-10-29 10:50:42,232 - uvicorn.access - INFO - 127.0.0.1:57682 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:50:46,327 - uvicorn.access - INFO - 127.0.0.1:57688 - "POST /query HTTP/1.1" 200
2025-10-29 10:51:48,396 - uvicorn.access - INFO - 127.0.0.1:57699 - "POST /login HTTP/1.1" 200
2025-10-29 10:51:50,401 - uvicorn.access - INFO - 127.0.0.1:57701 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-29 10:51:54,411 - uvicorn.access - INFO - 127.0.0.1:57703 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 10:51:58,433 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-29 10:52:01,688 - lightrag - INFO -  == LLM cache == saving: mix:keywords:7e3b60f4b09bff21598bdddc006062a0
2025-10-29 10:52:02,865 - lightrag - INFO - Query nodes: ocr.pdf (top_k:3, cosine:0.2)
2025-10-29 10:52:02,865 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 10:52:07,319 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:52:07,320 - lightrag - INFO - Query edges: Table content, OCR document, PDF extraction (top_k:3, cosine:0.2)
2025-10-29 10:52:11,752 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:52:11,752 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:52:11,753 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:52:13,764 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:52:13,766 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:52:13,767 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:52:13,768 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:52:13,768 - lightrag - INFO - chunks: E3/1 E3/2
2025-10-29 10:52:18,531 - lightrag - INFO -  == LLM cache == saving: mix:query:b9b5122ce33076e2c55b8c5935e89a0d
2025-10-29 10:52:18,532 - uvicorn.access - INFO - 127.0.0.1:57708 - "POST /query HTTP/1.1" 200
2025-10-29 10:52:23,624 - lightrag - INFO -  == LLM cache == saving: mix:keywords:c8497436b3ea0b913cff623622f3176d
2025-10-29 10:52:24,026 - lightrag - INFO - Query nodes: OCR, Image file, PDF, Text extraction (top_k:3, cosine:0.2)
2025-10-29 10:52:26,554 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:52:26,555 - lightrag - INFO - Query edges: Scanned document, Document processing, Digital conversion (top_k:3, cosine:0.2)
2025-10-29 10:52:30,979 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:52:30,979 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:52:30,980 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:52:32,986 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:52:32,988 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:52:32,989 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:52:32,989 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:52:32,990 - lightrag - INFO - chunks: E3/1 E3/2
2025-10-29 10:52:41,151 - lightrag - INFO -  == LLM cache == saving: mix:query:fc21edd7c4b32c712f6f8cff6f552af1
2025-10-29 10:52:41,153 - uvicorn.access - INFO - 127.0.0.1:57731 - "POST /query HTTP/1.1" 200
2025-10-29 10:52:46,029 - lightrag - INFO -  == LLM cache == saving: mix:keywords:9d62a199fa34678c0451c40fa2071595
2025-10-29 10:52:46,415 - lightrag - INFO - Query nodes: PDF table, Tabular data (top_k:3, cosine:0.2)
2025-10-29 10:52:48,927 - lightrag - INFO - Local query: 3 entites, 0 relations
2025-10-29 10:52:48,927 - lightrag - INFO - Query edges: PDF, Table data, Data extraction (top_k:3, cosine:0.2)
2025-10-29 10:52:53,337 - lightrag - INFO - Naive query: 2 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 10:52:53,338 - lightrag - INFO - Raw search results: 3 entities, 0 relations, 2 vector chunks
2025-10-29 10:52:53,339 - lightrag - INFO - After truncation: 3 entities, 0 relations
2025-10-29 10:52:55,345 - lightrag - INFO - Selecting 2 from 2 entity-related chunks by vector similarity
2025-10-29 10:52:55,347 - lightrag - INFO - Round-robin merged chunks: 4 -> 2 (deduplication: 2)
2025-10-29 10:52:55,347 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-10-29 10:52:55,348 - lightrag - INFO - Final context: 3 entities, 0 relations, 2 chunks
2025-10-29 10:52:55,348 - lightrag - INFO - chunks: E2/1 E3/2
2025-10-29 10:53:02,722 - lightrag - INFO -  == LLM cache == saving: mix:query:f0475ad81dcebfcfcdf256cfe9e1c64b
2025-10-29 10:53:02,723 - uvicorn.access - INFO - 127.0.0.1:57746 - "POST /query HTTP/1.1" 200
2025-10-29 10:58:35,068 - lightrag - INFO - [_] Dropped 2 keys from text_chunks
2025-10-29 10:58:35,071 - lightrag - INFO - [_] Dropped 2 keys from full_docs
2025-10-29 10:58:35,073 - lightrag - INFO - [_] Dropped 2 keys from full_entities
2025-10-29 10:58:35,074 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 10:58:43,744 - lightrag - INFO - [_] Process 29692 drop Qdrant collection entities
2025-10-29 10:58:52,375 - lightrag - INFO - [_] Process 29692 drop Qdrant collection relationships
2025-10-29 10:59:01,044 - lightrag - INFO - [_] Process 29692 drop Qdrant collection chunks
2025-10-29 10:59:01,105 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 10:59:01,105 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 10:59:01,105 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 10:59:01,106 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 10:59:01,106 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 10:59:01,106 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 10:59:01,107 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 10:59:01,107 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 10:59:01,107 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 10:59:01,108 - uvicorn.access - INFO - 127.0.0.1:57840 - "DELETE /documents HTTP/1.1" 200
2025-10-29 10:59:01,113 - lightrag - INFO - [_] Dropped 23 keys from llm_response_cache
2025-10-29 10:59:01,114 - lightrag - INFO - Cleared all cache
2025-10-29 10:59:01,114 - uvicorn.access - INFO - 127.0.0.1:57875 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-29 11:01:25,923 - uvicorn.access - INFO - 127.0.0.1:58927 - "POST /login HTTP/1.1" 200
2025-10-29 11:01:27,928 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 11:01:27,929 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 11:01:27,930 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 11:01:27,931 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 11:01:36,609 - lightrag - INFO - [_] Process 29692 drop Qdrant collection entities
2025-10-29 11:01:45,235 - lightrag - INFO - [_] Process 29692 drop Qdrant collection relationships
2025-10-29 11:01:53,923 - lightrag - INFO - [_] Process 29692 drop Qdrant collection chunks
2025-10-29 11:01:53,926 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 11:01:53,926 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 11:01:53,926 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 11:01:53,927 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 11:01:53,927 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 11:01:53,927 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 11:01:53,927 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 11:01:53,928 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 11:01:53,928 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 11:01:53,929 - uvicorn.access - INFO - 127.0.0.1:58929 - "DELETE /documents HTTP/1.1" 200
2025-10-29 11:01:58,939 - uvicorn.access - INFO - 127.0.0.1:58960 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 11:02:05,649 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: (PreconditionNotMet) The third-party dynamic library (cudnn64_8.dll) that Paddle depends on is not configured correctly. (error code is 126)
  Suggestions:
  1. Check if the third-party dynamic library (e.g. CUDA, CUDNN) is installed correctly and its version is matched with paddlepaddle you installed.
  2. Configure third-party dynamic library environment variables as follows:
  - Linux: set LD_LIBRARY_PATH by `export LD_LIBRARY_PATH=...`
  - Windows: set PATH by `set PATH=XXX; (at ..\paddle\phi\backends\dynload\dynamic_loader.cc:312)

2025-10-29 11:02:06,599 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-29 11:02:06,599 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 11:02:21,343 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e3fd47c5897765341377a07523da9aac
2025-10-29 11:02:22,462 - lightrag - INFO - Query nodes: Rows, Columns, Cells, Spreadsheet, Database table (top_k:5, cosine:0.2)
2025-10-29 11:02:24,839 - lightrag - INFO - Query edges: Table data, Data organization, Information structure (top_k:5, cosine:0.2)
2025-10-29 11:02:29,245 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:02:29,246 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:02:29,246 - uvicorn.access - INFO - 127.0.0.1:58967 - "POST /query HTTP/1.1" 200
2025-10-29 11:02:34,150 - lightrag - INFO -  == LLM cache == saving: mix:keywords:3384c2ce9a52984b662ba8bea66e8aa4
2025-10-29 11:02:34,587 - lightrag - INFO - Query nodes: Text extraction, Content parsing, Data processing (top_k:5, cosine:0.2)
2025-10-29 11:02:37,027 - lightrag - INFO - Query edges: Document content, Information retrieval, Text analysis (top_k:5, cosine:0.2)
2025-10-29 11:02:41,442 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:02:41,442 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:02:41,443 - uvicorn.access - INFO - 127.0.0.1:58985 - "POST /query HTTP/1.1" 200
2025-10-29 11:02:46,721 - lightrag - INFO -  == LLM cache == saving: mix:keywords:a8fd2affcf18e01c5ab8caa66857de21
2025-10-29 11:02:47,184 - lightrag - INFO - Query nodes: OCR, image to text, PDF conversion, digital document (top_k:5, cosine:0.2)
2025-10-29 11:02:49,588 - lightrag - INFO - Query edges: scanned text, document digitization, text conversion (top_k:5, cosine:0.2)
2025-10-29 11:02:53,949 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:02:53,949 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:02:53,950 - uvicorn.access - INFO - 127.0.0.1:59020 - "POST /query HTTP/1.1" 200
2025-10-29 11:02:59,359 - lightrag - INFO -  == LLM cache == saving: mix:keywords:6fcb5d920d926d6649b90832352274aa
2025-10-29 11:02:59,778 - lightrag - INFO - Query nodes: PDF format, File size, Creation date, Author, Page count (top_k:5, cosine:0.2)
2025-10-29 11:03:02,214 - lightrag - INFO - Query edges: PDF information, Document properties, File metadata (top_k:5, cosine:0.2)
2025-10-29 11:03:06,652 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:03:06,653 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:03:06,653 - uvicorn.access - INFO - 127.0.0.1:59053 - "POST /query HTTP/1.1" 200
2025-10-29 11:03:11,559 - lightrag - INFO -  == LLM cache == saving: mix:keywords:ec429b786bddf3125f5354e4df2c4fdf
2025-10-29 11:03:12,001 - lightrag - INFO - Query nodes: extracted content, user query, keyword identification (top_k:5, cosine:0.2)
2025-10-29 11:03:14,489 - lightrag - INFO - Query edges: Content extraction, Text analysis, Information retrieval (top_k:5, cosine:0.2)
2025-10-29 11:03:18,948 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:03:18,948 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:03:18,949 - uvicorn.access - INFO - 127.0.0.1:59068 - "POST /query HTTP/1.1" 200
2025-10-29 11:04:53,456 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 11:04:53,456 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 11:04:53,457 - lightrag - INFO - Reranking is disabled
2025-10-29 11:04:53,747 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 11:04:53,748 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 11:04:53,748 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 11:04:53,749 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 11:04:53,749 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 11:04:53,749 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 11:04:54,932 - uvicorn.error - INFO - Started server process [24844]
2025-10-29 11:04:54,932 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 11:04:56,938 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 11:04:56,940 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 11:04:56,940 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 11:04:56,940 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 11:05:01,306 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 11:05:05,647 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 11:05:10,073 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 11:05:12,085 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 11:05:12,091 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 11:05:12,139 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 11:05:12,140 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 11:05:12,174 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 11:05:12,175 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 11:05:12,176 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 11:05:12,177 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 11:05:12,199 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:05:12,200 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:05:12,200 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:05:12,200 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 11:05:12,203 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 11:05:12,206 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:05:12,208 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 11:05:12,219 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:05:12,220 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 11:05:12,223 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:05:12,226 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:05:12,272 - uvicorn.error - INFO - Application startup complete.
2025-10-29 11:05:12,273 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 11:05:42,245 - uvicorn.access - INFO - 127.0.0.1:59123 - "POST /login HTTP/1.1" 200
2025-10-29 11:05:44,252 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 11:05:44,255 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 11:05:44,258 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 11:05:44,259 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 11:05:52,874 - lightrag - INFO - [_] Process 24844 drop Qdrant collection entities
2025-10-29 11:06:01,592 - lightrag - INFO - [_] Process 24844 drop Qdrant collection relationships
2025-10-29 11:06:10,234 - lightrag - INFO - [_] Process 24844 drop Qdrant collection chunks
2025-10-29 11:06:10,241 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 11:06:10,241 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 11:06:10,242 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 11:06:10,242 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 11:06:10,242 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 11:06:10,242 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 11:06:10,243 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 11:06:10,243 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 11:06:10,244 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 11:06:10,245 - uvicorn.access - INFO - 127.0.0.1:59125 - "DELETE /documents HTTP/1.1" 200
2025-10-29 11:06:15,252 - uvicorn.access - INFO - 127.0.0.1:59155 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 11:06:22,111 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: (PreconditionNotMet) The third-party dynamic library (cudnn64_8.dll) that Paddle depends on is not configured correctly. (error code is 126)
  Suggestions:
  1. Check if the third-party dynamic library (e.g. CUDA, CUDNN) is installed correctly and its version is matched with paddlepaddle you installed.
  2. Configure third-party dynamic library environment variables as follows:
  - Linux: set LD_LIBRARY_PATH by `export LD_LIBRARY_PATH=...`
  - Windows: set PATH by `set PATH=XXX; (at ..\paddle\phi\backends\dynload\dynamic_loader.cc:312)

2025-10-29 11:06:23,220 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-29 11:06:23,220 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 11:06:34,970 - lightrag - INFO - Query nodes: Rows, Columns, Cells, Spreadsheet, Database table (top_k:5, cosine:0.2)
2025-10-29 11:06:34,970 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 11:06:37,380 - lightrag - INFO - Query edges: Table data, Data organization, Information structure (top_k:5, cosine:0.2)
2025-10-29 11:06:41,775 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:06:41,776 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:06:41,776 - uvicorn.access - INFO - 127.0.0.1:59163 - "POST /query HTTP/1.1" 200
2025-10-29 11:06:44,240 - lightrag - INFO - Query nodes: Text extraction, Content parsing, Data processing (top_k:5, cosine:0.2)
2025-10-29 11:06:46,671 - lightrag - INFO - Query edges: Document content, Information retrieval, Text analysis (top_k:5, cosine:0.2)
2025-10-29 11:06:51,127 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:06:51,128 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:06:51,128 - uvicorn.access - INFO - 127.0.0.1:59177 - "POST /query HTTP/1.1" 200
2025-10-29 11:06:53,598 - lightrag - INFO - Query nodes: OCR, image to text, PDF conversion, digital document (top_k:5, cosine:0.2)
2025-10-29 11:06:56,032 - lightrag - INFO - Query edges: scanned text, document digitization, text conversion (top_k:5, cosine:0.2)
2025-10-29 11:07:00,456 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:07:00,457 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:07:00,457 - uvicorn.access - INFO - 127.0.0.1:59188 - "POST /query HTTP/1.1" 200
2025-10-29 11:07:02,916 - lightrag - INFO - Query nodes: PDF format, File size, Creation date, Author, Page count (top_k:5, cosine:0.2)
2025-10-29 11:07:05,412 - lightrag - INFO - Query edges: PDF information, Document properties, File metadata (top_k:5, cosine:0.2)
2025-10-29 11:07:09,868 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:07:09,869 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:07:09,869 - uvicorn.access - INFO - 127.0.0.1:59201 - "POST /query HTTP/1.1" 200
2025-10-29 11:07:12,309 - lightrag - INFO - Query nodes: extracted content, user query, keyword identification (top_k:5, cosine:0.2)
2025-10-29 11:07:14,714 - lightrag - INFO - Query edges: Content extraction, Text analysis, Information retrieval (top_k:5, cosine:0.2)
2025-10-29 11:07:19,231 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:07:19,232 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:07:19,233 - uvicorn.access - INFO - 127.0.0.1:59212 - "POST /query HTTP/1.1" 200
2025-10-29 11:14:30,304 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 11:14:30,305 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 11:14:30,306 - lightrag - INFO - Reranking is disabled
2025-10-29 11:14:30,600 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 11:14:30,600 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 11:14:30,601 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 11:14:30,601 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 11:14:30,602 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 11:14:30,602 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 11:14:31,771 - uvicorn.error - INFO - Started server process [24272]
2025-10-29 11:14:31,772 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 11:14:33,780 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 11:14:33,781 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 11:14:33,781 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 11:14:33,782 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 11:14:38,173 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 11:14:42,531 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 11:14:46,880 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 11:14:48,891 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 11:14:48,897 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 11:14:48,938 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 11:14:48,939 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 11:14:48,965 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 11:14:48,967 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 11:14:48,968 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 11:14:48,969 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 11:14:48,993 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:14:48,994 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:14:48,994 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:14:48,995 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 11:14:48,997 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 11:14:49,000 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:14:49,003 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 11:14:49,014 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:14:49,016 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 11:14:49,019 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:14:49,023 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:14:49,033 - uvicorn.error - INFO - Application startup complete.
2025-10-29 11:14:49,033 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 11:40:12,072 - uvicorn.access - INFO - 127.0.0.1:59662 - "POST /login HTTP/1.1" 200
2025-10-29 11:40:14,076 - uvicorn.access - INFO - 127.0.0.1:59664 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 11:40:18,175 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-29 11:40:21,826 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e9680e764ee822dd327cf3ca55104101
2025-10-29 11:40:23,054 - lightrag - INFO - Query nodes: ocr.pdf, text extraction, image processing (top_k:5, cosine:0.2)
2025-10-29 11:40:23,054 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 11:40:25,569 - lightrag - INFO - Query edges: OCR, PDF content, Document analysis (top_k:5, cosine:0.2)
2025-10-29 11:40:29,931 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-29 11:40:29,932 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-29 11:40:29,932 - uvicorn.access - INFO - 127.0.0.1:59670 - "POST /query HTTP/1.1" 200
2025-10-29 11:43:52,202 - uvicorn.access - INFO - 127.0.0.1:59757 - "POST /login HTTP/1.1" 422
2025-10-29 11:44:35,567 - uvicorn.access - INFO - 127.0.0.1:59768 - "POST /login HTTP/1.1" 422
2025-10-29 11:46:27,311 - uvicorn.access - INFO - 127.0.0.1:59785 - "POST /login HTTP/1.1" 200
2025-10-29 11:46:31,385 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 11:46:31,386 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 11:46:31,387 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 11:46:31,387 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 11:46:40,035 - lightrag - INFO - [_] Process 24272 drop Qdrant collection entities
2025-10-29 11:46:48,704 - lightrag - INFO - [_] Process 24272 drop Qdrant collection relationships
2025-10-29 11:46:57,328 - lightrag - INFO - [_] Process 24272 drop Qdrant collection chunks
2025-10-29 11:46:57,373 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 11:46:57,373 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 11:46:57,374 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 11:46:57,374 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 11:46:57,375 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 11:46:57,375 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 11:46:57,375 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 11:46:57,376 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 11:46:57,376 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 11:46:57,377 - uvicorn.access - INFO - 127.0.0.1:59791 - "DELETE /documents HTTP/1.1" 200
2025-10-29 11:47:13,080 - uvicorn.access - INFO - 127.0.0.1:59826 - "POST /login HTTP/1.1" 200
2025-10-29 11:47:15,087 - uvicorn.access - INFO - 127.0.0.1:59828 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 11:57:47,101 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 11:57:47,102 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 11:57:47,102 - lightrag - INFO - Reranking is disabled
2025-10-29 11:57:47,414 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 11:57:47,415 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 11:57:47,416 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 11:57:47,416 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 11:57:47,417 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 11:57:47,417 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 11:57:48,630 - uvicorn.error - INFO - Started server process [28060]
2025-10-29 11:57:48,630 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 11:57:50,635 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 11:57:50,635 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 11:57:50,636 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 11:57:50,637 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 11:57:55,067 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 11:57:59,447 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 11:58:03,825 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 11:58:05,840 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 11:58:05,850 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 11:58:05,890 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 11:58:05,891 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 11:58:05,917 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 11:58:05,918 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 11:58:05,919 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 11:58:05,920 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 11:58:05,943 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:58:05,943 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:58:05,944 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 11:58:05,944 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 11:58:05,947 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 11:58:05,950 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:58:05,952 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 11:58:05,964 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:58:05,967 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 11:58:05,970 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:58:05,972 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 11:58:05,982 - uvicorn.error - INFO - Application startup complete.
2025-10-29 11:58:05,983 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 12:00:57,107 - uvicorn.access - INFO - 127.0.0.1:60256 - "POST /login HTTP/1.1" 200
2025-10-29 12:00:59,118 - uvicorn.access - INFO - 127.0.0.1:60258 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 12:01:50,035 - uvicorn.access - INFO - 127.0.0.1:60299 - "POST /login HTTP/1.1" 200
2025-10-29 12:01:52,039 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 12:01:52,042 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 12:01:52,042 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 12:01:52,044 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 12:02:00,667 - lightrag - INFO - [_] Process 28060 drop Qdrant collection entities
2025-10-29 12:02:09,375 - lightrag - INFO - [_] Process 28060 drop Qdrant collection relationships
2025-10-29 12:02:17,993 - lightrag - INFO - [_] Process 28060 drop Qdrant collection chunks
2025-10-29 12:02:18,004 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 12:02:18,005 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 12:02:18,005 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 12:02:18,006 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 12:02:18,006 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 12:02:18,006 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 12:02:18,007 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 12:02:18,007 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 12:02:18,008 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 12:02:18,009 - uvicorn.access - INFO - 127.0.0.1:60301 - "DELETE /documents HTTP/1.1" 200
2025-10-29 12:02:23,016 - uvicorn.access - INFO - 127.0.0.1:60338 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 13:03:37,163 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 13:03:37,164 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 13:03:37,165 - lightrag - INFO - Reranking is disabled
2025-10-29 13:03:37,470 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 13:03:37,471 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 13:03:37,471 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 13:03:37,472 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 13:03:37,473 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 13:03:37,474 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 13:03:38,790 - uvicorn.error - INFO - Started server process [19064]
2025-10-29 13:03:38,791 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 13:03:40,800 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 13:03:40,800 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 13:03:40,801 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 13:03:40,802 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 13:03:45,215 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 13:03:49,598 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 13:03:53,952 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 13:03:55,970 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 13:03:55,977 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 13:03:56,028 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 13:03:56,029 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 13:03:56,055 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 13:03:56,057 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 13:03:56,058 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 13:03:56,059 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 13:03:56,082 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:03:56,083 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:03:56,083 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:03:56,083 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 13:03:56,086 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 13:03:56,089 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:03:56,091 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 13:03:56,102 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:03:56,103 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 13:03:56,106 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:03:56,108 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:03:56,118 - uvicorn.error - INFO - Application startup complete.
2025-10-29 13:03:56,118 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 13:04:01,966 - uvicorn.access - INFO - 127.0.0.1:63028 - "POST /login HTTP/1.1" 200
2025-10-29 13:04:03,974 - uvicorn.access - INFO - 127.0.0.1:63030 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 13:05:57,136 - uvicorn.access - INFO - 127.0.0.1:63415 - "POST /login HTTP/1.1" 422
2025-10-29 13:06:19,857 - uvicorn.access - INFO - 127.0.0.1:63469 - "POST /login HTTP/1.1" 401
2025-10-29 13:07:59,996 - uvicorn.access - INFO - 127.0.0.1:64759 - "POST /login HTTP/1.1" 200
2025-10-29 13:09:12,586 - uvicorn.access - INFO - 127.0.0.1:64918 - "POST /login HTTP/1.1" 200
2025-10-29 13:09:14,595 - uvicorn.access - INFO - 127.0.0.1:64924 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 13:22:40,314 - uvicorn.access - INFO - 127.0.0.1:51020 - "POST /login HTTP/1.1" 200
2025-10-29 13:34:17,086 - uvicorn.access - INFO - 127.0.0.1:52957 - "POST /login HTTP/1.1" 422
2025-10-29 13:54:30,846 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 13:54:30,846 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 13:54:30,847 - lightrag - INFO - Reranking is disabled
2025-10-29 13:54:31,125 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 13:54:31,126 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 13:54:31,127 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 13:54:31,127 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 13:54:31,128 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 13:54:31,128 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 13:54:32,223 - uvicorn.error - INFO - Started server process [26612]
2025-10-29 13:54:32,224 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 13:54:34,232 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 13:54:34,233 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 13:54:34,234 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 13:54:34,234 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 13:54:38,686 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 13:54:43,095 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 13:54:47,499 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 13:54:49,513 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 13:54:49,523 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 13:54:49,565 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 13:54:49,566 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 13:54:49,589 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 13:54:49,590 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 13:54:49,591 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 13:54:49,593 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 13:54:49,614 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:54:49,615 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:54:49,615 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 13:54:49,616 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 13:54:49,618 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 13:54:49,621 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:54:49,623 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 13:54:49,637 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:54:49,638 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 13:54:49,641 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:54:49,643 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 13:54:49,652 - uvicorn.error - INFO - Application startup complete.
2025-10-29 13:54:49,653 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 14:23:59,203 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 14:23:59,205 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 14:23:59,207 - lightrag - INFO - Reranking is disabled
2025-10-29 14:24:01,890 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 14:24:01,890 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 14:24:01,891 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 14:24:01,891 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 14:24:01,894 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 14:24:01,896 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 14:24:03,399 - uvicorn.error - INFO - Started server process [9556]
2025-10-29 14:24:03,400 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 14:24:05,411 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 14:24:05,412 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 14:24:05,413 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 14:24:05,413 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 14:24:09,853 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 14:24:14,239 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 14:24:18,607 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 14:24:21,782 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 14:24:22,062 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 14:24:22,103 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 14:24:22,107 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 14:24:22,150 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 14:24:22,151 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 14:24:22,152 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 14:24:22,153 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 14:24:22,184 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 14:24:22,185 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 14:24:22,185 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 14:24:22,185 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 14:24:22,189 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 14:24:22,192 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 14:24:22,195 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 14:24:22,210 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 14:24:22,211 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 14:24:22,214 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 14:24:22,217 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 14:24:22,492 - uvicorn.error - INFO - Application startup complete.
2025-10-29 14:24:22,492 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 14:28:35,883 - uvicorn.access - INFO - 127.0.0.1:51143 - "POST /login HTTP/1.1" 200
2025-10-29 14:28:37,894 - uvicorn.access - INFO - 127.0.0.1:51145 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 14:31:30,364 - uvicorn.access - INFO - 127.0.0.1:51185 - "POST /login HTTP/1.1" 422
2025-10-29 14:32:18,277 - uvicorn.access - INFO - 127.0.0.1:51203 - "POST /login HTTP/1.1" 200
2025-10-29 15:24:25,900 - uvicorn.access - INFO - 127.0.0.1:51753 - "POST /login HTTP/1.1" 422
2025-10-29 15:24:53,689 - uvicorn.access - INFO - 127.0.0.1:51758 - "POST /login HTTP/1.1" 200
2025-10-29 15:25:25,023 - uvicorn.access - INFO - 127.0.0.1:51768 - "POST /login HTTP/1.1" 422
2025-10-29 15:27:11,699 - uvicorn.access - INFO - 127.0.0.1:51937 - "POST /login HTTP/1.1" 200
2025-10-29 15:28:51,335 - uvicorn.access - INFO - 127.0.0.1:51967 - "POST /login HTTP/1.1" 200
2025-10-29 15:28:53,342 - uvicorn.access - INFO - 127.0.0.1:51969 - "POST /upload HTTP/1.1" 404
2025-10-29 15:30:23,625 - uvicorn.access - INFO - 127.0.0.1:52001 - "POST /login HTTP/1.1" 200
2025-10-29 15:30:25,632 - uvicorn.access - INFO - 127.0.0.1:52003 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 15:32:19,819 - uvicorn.access - INFO - 127.0.0.1:52226 - "POST /login HTTP/1.1" 200
2025-10-29 15:32:21,826 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 15:32:21,828 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 15:32:21,828 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 15:32:21,829 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 15:32:30,471 - lightrag - INFO - [_] Process 9556 drop Qdrant collection entities
2025-10-29 15:32:39,103 - lightrag - INFO - [_] Process 9556 drop Qdrant collection relationships
2025-10-29 15:32:47,747 - lightrag - INFO - [_] Process 9556 drop Qdrant collection chunks
2025-10-29 15:32:47,896 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 15:32:47,896 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 15:32:47,897 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 15:32:47,897 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 15:32:47,897 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 15:32:47,898 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 15:32:47,898 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 15:32:47,899 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 15:32:47,899 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 15:32:47,900 - uvicorn.access - INFO - 127.0.0.1:52228 - "DELETE /documents HTTP/1.1" 200
2025-10-29 15:33:44,548 - uvicorn.access - INFO - 127.0.0.1:52296 - "POST /login HTTP/1.1" 200
2025-10-29 15:34:12,524 - uvicorn.access - INFO - 127.0.0.1:52327 - "POST /login HTTP/1.1" 200
2025-10-29 15:34:16,540 - uvicorn.access - INFO - 127.0.0.1:52331 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 15:39:04,773 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 15:39:04,774 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 15:39:04,775 - lightrag - INFO - Reranking is disabled
2025-10-29 15:39:05,068 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 15:39:05,068 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 15:39:05,069 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 15:39:05,069 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 15:39:05,070 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 15:39:05,070 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 15:39:06,099 - uvicorn.error - INFO - Started server process [21440]
2025-10-29 15:39:06,100 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 15:39:08,106 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 15:39:08,107 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 15:39:08,108 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 15:39:08,109 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 15:39:12,500 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 15:39:16,864 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 15:39:21,244 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 15:39:23,263 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 15:39:23,278 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 15:39:23,329 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 15:39:23,344 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 15:39:23,370 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 15:39:23,371 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 15:39:23,373 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 15:39:23,374 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 15:39:23,394 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 15:39:23,394 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 15:39:23,394 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 15:39:23,395 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 15:39:23,397 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 15:39:23,400 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 15:39:23,403 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 15:39:23,413 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 15:39:23,415 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 15:39:23,417 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 15:39:23,419 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 15:39:23,432 - uvicorn.error - INFO - Application startup complete.
2025-10-29 15:39:23,433 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 15:39:43,106 - uvicorn.access - INFO - 127.0.0.1:52567 - "POST /login HTTP/1.1" 200
2025-10-29 15:39:47,215 - uvicorn.access - INFO - 127.0.0.1:52574 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 15:41:48,191 - uvicorn.access - INFO - 127.0.0.1:53030 - "POST /login HTTP/1.1" 200
2025-10-29 16:06:20,179 - uvicorn.access - INFO - 127.0.0.1:55084 - "POST /login HTTP/1.1" 200
2025-10-29 16:06:22,186 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 16:06:22,282 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 16:06:22,283 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 16:06:22,283 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 16:06:31,010 - lightrag - INFO - [_] Process 21440 drop Qdrant collection entities
2025-10-29 16:06:39,687 - lightrag - INFO - [_] Process 21440 drop Qdrant collection relationships
2025-10-29 16:06:48,312 - lightrag - INFO - [_] Process 21440 drop Qdrant collection chunks
2025-10-29 16:06:48,365 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 16:06:48,366 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 16:06:48,366 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 16:06:48,366 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 16:06:48,367 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 16:06:48,367 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 16:06:48,367 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 16:06:48,368 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 16:06:48,368 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 16:06:48,369 - uvicorn.access - INFO - 127.0.0.1:55107 - "DELETE /documents HTTP/1.1" 200
2025-10-29 16:06:50,377 - uvicorn.access - INFO - 127.0.0.1:55480 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 16:11:06,548 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 16:11:06,549 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 16:11:06,550 - lightrag - INFO - Reranking is disabled
2025-10-29 16:11:06,889 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 16:11:06,890 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 16:11:06,890 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 16:11:06,891 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 16:11:06,892 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 16:11:06,892 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 16:11:08,200 - uvicorn.error - INFO - Started server process [21756]
2025-10-29 16:11:08,200 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 16:11:10,207 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 16:11:10,208 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 16:11:10,209 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 16:11:10,210 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 16:11:14,668 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 16:11:19,097 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 16:11:23,480 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 16:11:25,497 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 16:11:25,510 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 16:11:25,558 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 16:11:25,558 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 16:11:25,590 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 16:11:25,592 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 16:11:25,593 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 16:11:25,594 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 16:11:25,622 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:11:25,623 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:11:25,623 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:11:25,624 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 16:11:25,628 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 16:11:25,631 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:11:25,635 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 16:11:25,652 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:11:25,654 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 16:11:25,658 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:11:25,661 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:11:25,673 - uvicorn.error - INFO - Application startup complete.
2025-10-29 16:11:25,674 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 16:18:12,432 - uvicorn.access - INFO - 127.0.0.1:55680 - "POST /login HTTP/1.1" 200
2025-10-29 16:18:18,612 - uvicorn.access - INFO - 127.0.0.1:55690 - "POST /login HTTP/1.1" 200
2025-10-29 16:18:20,629 - uvicorn.access - INFO - 127.0.0.1:55692 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 16:18:20,638 - lightrag - INFO - Successfully extracted and enqueued file: test_simple.txt
2025-10-29 16:18:20,675 - lightrag - INFO - Processing 1 document(s)
2025-10-29 16:18:20,675 - lightrag - INFO - Extracting stage 1/1: test_simple.txt
2025-10-29 16:18:20,675 - lightrag - INFO - Processing d-id: doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 16:18:20,678 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 16:18:28,096 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-29 16:18:28,097 - lightrag - INFO - Merging stage 1/1: test_simple.txt
2025-10-29 16:18:28,098 - lightrag - INFO - Phase 1: Processing 0 entities from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 16:18:28,098 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.000s for 0 entities
2025-10-29 16:18:28,099 - lightrag - INFO - Phase 2: Processing 0 relations from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 16:18:28,099 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-29 16:18:28,099 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 16:18:28,100 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-29 16:18:28,100 - lightrag - INFO - Performance: Merging stage completed in 0.003s total (Phase1: 0.000s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-29 16:18:28,101 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-29 16:18:28,106 - lightrag - INFO - In memory DB persist to disk
2025-10-29 16:18:28,106 - lightrag - INFO - Completed processing file 1/1: test_simple.txt
2025-10-29 16:18:28,106 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-29 16:19:00,543 - uvicorn.access - INFO - 127.0.0.1:55708 - "POST /login HTTP/1.1" 200
2025-10-29 16:19:02,559 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-10-29 16:19:02,561 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-29 16:19:02,561 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 16:19:02,562 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 16:19:11,243 - lightrag - INFO - [_] Process 21756 drop Qdrant collection entities
2025-10-29 16:19:19,905 - lightrag - INFO - [_] Process 21756 drop Qdrant collection relationships
2025-10-29 16:19:28,533 - lightrag - INFO - [_] Process 21756 drop Qdrant collection chunks
2025-10-29 16:19:28,544 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 16:19:28,544 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 16:19:28,545 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 16:19:28,545 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 16:19:28,545 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 16:19:28,546 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 16:19:28,546 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 16:19:28,546 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 16:19:28,547 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 16:20:47,433 - uvicorn.access - INFO - 127.0.0.1:55741 - "POST /login HTTP/1.1" 200
2025-10-29 16:20:49,441 - uvicorn.access - INFO - 127.0.0.1:55743 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 16:46:49,459 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 16:46:49,460 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 16:46:49,461 - lightrag - INFO - Reranking is disabled
2025-10-29 16:46:49,761 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 16:46:49,762 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 16:46:49,762 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 16:46:49,763 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 16:46:49,763 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 16:46:49,763 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 16:46:50,949 - uvicorn.error - INFO - Started server process [23236]
2025-10-29 16:46:50,949 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 16:46:52,956 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 16:46:52,956 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 16:46:52,957 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 16:46:52,958 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 16:46:57,401 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 16:47:01,821 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 16:47:06,183 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 16:47:08,201 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 16:47:08,214 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 16:47:08,257 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 16:47:08,258 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 16:47:08,280 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 16:47:08,281 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 16:47:08,282 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 16:47:08,284 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 16:47:08,304 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:47:08,305 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:47:08,305 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 16:47:08,305 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 16:47:08,308 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 16:47:08,311 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:47:08,313 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 16:47:08,327 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:47:08,328 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 16:47:08,330 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:47:08,333 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 16:47:08,342 - uvicorn.error - INFO - Application startup complete.
2025-10-29 16:47:08,342 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 16:51:45,202 - uvicorn.access - INFO - 127.0.0.1:56149 - "POST /login HTTP/1.1" 200
2025-10-29 16:51:51,326 - uvicorn.access - INFO - 127.0.0.1:56158 - "POST /login HTTP/1.1" 200
2025-10-29 16:51:53,333 - uvicorn.access - INFO - 127.0.0.1:56160 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 16:51:53,350 - lightrag - INFO - Successfully extracted and enqueued file: test_simple.txt
2025-10-29 16:51:53,353 - lightrag - INFO - Processing 1 document(s)
2025-10-29 16:51:53,354 - lightrag - INFO - Extracting stage 1/1: test_simple.txt
2025-10-29 16:51:53,354 - lightrag - INFO - Processing d-id: doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 16:51:53,355 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-29 16:51:58,752 - lightrag - INFO - Chunk 1 of 1 extracted 0 Ent + 0 Rel (spaCy)
2025-10-29 16:51:58,752 - lightrag - INFO - Merging stage 1/1: test_simple.txt
2025-10-29 16:51:58,753 - lightrag - INFO - Phase 1: Processing 0 entities from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 16:51:58,753 - lightrag - INFO - Performance: Phase 1 (entity processing) completed in 0.000s for 0 entities
2025-10-29 16:51:58,754 - lightrag - INFO - Phase 2: Processing 0 relations from doc-17e4fdd154112bf571a07ddb52017cc2 (async: 16)
2025-10-29 16:51:58,754 - lightrag - INFO - Performance: Phase 2 (relationship processing) completed in 0.000s for 0 relations
2025-10-29 16:51:58,754 - lightrag - INFO - Phase 3: Updating final 0(0+0) entities and  0 relations from doc-17e4fdd154112bf571a07ddb52017cc2
2025-10-29 16:51:58,755 - lightrag - INFO - Performance: Phase 3 (storage update) completed in 0.001s
2025-10-29 16:51:58,755 - lightrag - INFO - Performance: Merging stage completed in 0.003s total (Phase1: 0.000s, Phase2: 0.000s, Phase3: 0.001s)
2025-10-29 16:51:58,756 - lightrag - INFO - Completed merging: 0 entities, 0 extra entities, 0 relations
2025-10-29 16:51:58,770 - lightrag - INFO - In memory DB persist to disk
2025-10-29 16:51:58,770 - lightrag - INFO - Completed processing file 1/1: test_simple.txt
2025-10-29 16:51:58,770 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-10-29 22:21:07,300 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 22:21:07,300 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 22:21:07,301 - lightrag - INFO - Reranking is disabled
2025-10-29 22:21:07,600 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 22:21:07,600 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 22:21:07,600 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 22:21:07,601 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 22:21:07,601 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 22:21:07,601 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 22:21:08,769 - uvicorn.error - INFO - Started server process [25060]
2025-10-29 22:21:08,770 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 22:21:10,777 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 22:21:10,777 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 22:21:10,778 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 22:21:10,778 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 22:21:15,178 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 22:21:19,536 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 22:21:23,881 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 22:21:25,908 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 22:21:25,937 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 22:21:25,997 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 22:21:25,997 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 22:21:26,025 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 22:21:26,026 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 22:21:26,027 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 22:21:26,028 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 22:21:26,053 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:21:26,053 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:21:26,053 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:21:26,053 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 22:21:26,056 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 22:21:26,059 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:21:26,062 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 22:21:26,079 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:21:26,080 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 22:21:26,083 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:21:26,087 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:21:26,115 - uvicorn.error - INFO - Application startup complete.
2025-10-29 22:21:26,116 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 22:21:30,478 - uvicorn.access - INFO - 127.0.0.1:55454 - "POST /login HTTP/1.1" 200
2025-10-29 22:21:32,484 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-10-29 22:21:32,484 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-29 22:21:32,485 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 22:21:32,485 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 22:21:41,105 - lightrag - INFO - [_] Process 25060 drop Qdrant collection entities
2025-10-29 22:21:49,764 - lightrag - INFO - [_] Process 25060 drop Qdrant collection relationships
2025-10-29 22:21:58,396 - lightrag - INFO - [_] Process 25060 drop Qdrant collection chunks
2025-10-29 22:21:58,401 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 22:21:58,402 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 22:21:58,402 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 22:21:58,402 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 22:21:58,402 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 22:21:58,402 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 22:21:58,403 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 22:21:58,403 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 22:21:58,403 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 22:21:58,404 - uvicorn.access - INFO - 127.0.0.1:55457 - "DELETE /documents HTTP/1.1" 200
2025-10-29 22:22:00,415 - uvicorn.access - INFO - 127.0.0.1:55503 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 22:22:08,595 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-29 22:22:09,754 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-29 22:22:09,754 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-29 22:24:32,591 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-29 22:24:32,591 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-29 22:24:32,592 - lightrag - INFO - Reranking is disabled
2025-10-29 22:24:32,872 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-29 22:24:32,873 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-29 22:24:32,873 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-29 22:24:32,873 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-29 22:24:32,874 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-29 22:24:32,874 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-29 22:24:33,993 - uvicorn.error - INFO - Started server process [27552]
2025-10-29 22:24:33,993 - uvicorn.error - INFO - Waiting for application startup.
2025-10-29 22:24:36,002 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-29 22:24:36,002 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-29 22:24:36,003 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-29 22:24:36,003 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-29 22:24:40,373 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-29 22:24:44,724 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-29 22:24:49,083 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-29 22:24:51,096 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-29 22:24:51,104 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-29 22:24:51,147 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-29 22:24:51,147 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-29 22:24:51,171 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-29 22:24:51,172 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-29 22:24:51,173 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-29 22:24:51,174 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-29 22:24:51,196 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:24:51,197 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:24:51,197 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-29 22:24:51,197 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-29 22:24:51,200 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-29 22:24:51,202 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:24:51,204 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-29 22:24:51,218 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:24:51,219 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-29 22:24:51,221 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:24:51,223 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-29 22:24:51,233 - uvicorn.error - INFO - Application startup complete.
2025-10-29 22:24:51,233 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-29 22:24:55,856 - uvicorn.access - INFO - 127.0.0.1:55647 - "POST /login HTTP/1.1" 200
2025-10-29 22:24:57,863 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-29 22:24:57,867 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-29 22:24:57,868 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-29 22:24:57,869 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-29 22:25:06,535 - lightrag - INFO - [_] Process 27552 drop Qdrant collection entities
2025-10-29 22:25:15,182 - lightrag - INFO - [_] Process 27552 drop Qdrant collection relationships
2025-10-29 22:25:23,819 - lightrag - INFO - [_] Process 27552 drop Qdrant collection chunks
2025-10-29 22:25:23,824 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-29 22:25:23,824 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-29 22:25:23,825 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-29 22:25:23,825 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-29 22:25:23,825 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-29 22:25:23,825 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-29 22:25:23,825 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-29 22:25:23,826 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-29 22:25:23,826 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-29 22:25:23,827 - uvicorn.access - INFO - 127.0.0.1:55650 - "DELETE /documents HTTP/1.1" 200
2025-10-29 22:25:25,834 - uvicorn.access - INFO - 127.0.0.1:55693 - "POST /documents/upload HTTP/1.1" 200
2025-10-29 22:25:33,141 - lightrag - WARNING - PaddleOCR failed for PDF test_ocr_content.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-29 22:25:33,219 - lightrag - INFO - Successfully extracted and enqueued file: test_ocr_content.pdf
2025-10-30 08:26:18,068 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 08:26:18,069 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 08:26:18,069 - lightrag - INFO - Reranking is disabled
2025-10-30 08:26:18,354 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 08:26:18,354 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 08:26:18,355 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 08:26:18,356 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 08:26:18,356 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 08:26:18,357 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 08:26:19,501 - uvicorn.error - INFO - Started server process [21256]
2025-10-30 08:26:19,502 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 08:26:21,511 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 08:26:21,511 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 08:26:21,512 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 08:26:21,512 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 08:26:25,888 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 08:26:30,234 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 08:26:34,589 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 08:26:36,682 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 08:26:36,712 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 08:26:36,759 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 08:26:36,760 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 08:26:36,782 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 08:26:36,783 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 08:26:36,785 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 08:26:36,786 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 08:26:36,806 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 08:26:36,806 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 08:26:36,806 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 08:26:36,807 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 08:26:36,810 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 08:26:36,813 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 08:26:36,816 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 08:26:36,831 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 08:26:36,833 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 08:26:36,837 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 08:26:36,839 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 08:26:36,855 - uvicorn.error - INFO - Application startup complete.
2025-10-30 08:26:36,856 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 08:28:43,494 - uvicorn.access - INFO - 127.0.0.1:64555 - "POST /documents/paginated HTTP/1.1" 401
2025-10-30 08:28:46,680 - uvicorn.access - INFO - 127.0.0.1:64595 - "POST /login HTTP/1.1" 200
2025-10-30 08:29:02,718 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 08:29:02,722 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-10-30 08:29:02,723 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 08:29:02,729 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 08:29:11,472 - lightrag - INFO - [_] Process 21256 drop Qdrant collection entities
2025-10-30 08:29:20,155 - lightrag - INFO - [_] Process 21256 drop Qdrant collection relationships
2025-10-30 08:29:28,817 - lightrag - INFO - [_] Process 21256 drop Qdrant collection chunks
2025-10-30 08:29:28,837 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 08:29:28,840 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 08:29:28,842 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 08:29:28,848 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 08:29:28,848 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 08:29:28,848 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 08:29:28,849 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 08:29:28,849 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 08:29:28,850 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 08:29:28,851 - uvicorn.access - INFO - 127.0.0.1:64634 - "DELETE /documents HTTP/1.1" 200
2025-10-30 08:29:29,023 - lightrag - INFO - [_] Dropped 6 keys from llm_response_cache
2025-10-30 08:29:29,023 - lightrag - INFO - Cleared all cache
2025-10-30 08:29:29,024 - uvicorn.access - INFO - 127.0.0.1:64676 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-30 08:29:55,897 - uvicorn.access - INFO - 127.0.0.1:64715 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:03:05,866 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 11:03:05,866 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 11:03:05,867 - lightrag - INFO - Reranking is disabled
2025-10-30 11:03:06,127 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 11:03:06,128 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 11:03:06,128 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 11:03:06,129 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 11:03:06,129 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 11:03:06,129 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 11:03:07,237 - uvicorn.error - INFO - Started server process [5036]
2025-10-30 11:03:07,237 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 11:03:09,244 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 11:03:09,245 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 11:03:09,245 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 11:03:09,246 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 11:03:13,637 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 11:03:17,967 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 11:03:22,360 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 11:03:24,408 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 11:03:24,429 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 11:03:24,472 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 11:03:24,473 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 11:03:24,495 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 11:03:24,496 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 11:03:24,497 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 11:03:24,498 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 11:03:24,519 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 11:03:24,519 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 11:03:24,519 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 11:03:24,520 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 11:03:24,522 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 11:03:24,525 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 11:03:24,528 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 11:03:24,539 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 11:03:24,540 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 11:03:24,543 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 11:03:24,545 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 11:03:24,562 - uvicorn.error - INFO - Application startup complete.
2025-10-30 11:03:24,562 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 11:03:40,520 - uvicorn.access - INFO - 127.0.0.1:65126 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:03:47,551 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 11:03:47,554 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 11:03:47,555 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 11:03:47,557 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 11:03:56,216 - lightrag - INFO - [_] Process 5036 drop Qdrant collection entities
2025-10-30 11:04:04,888 - lightrag - INFO - [_] Process 5036 drop Qdrant collection relationships
2025-10-30 11:04:13,512 - lightrag - INFO - [_] Process 5036 drop Qdrant collection chunks
2025-10-30 11:04:13,516 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 11:04:13,517 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 11:04:13,518 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 11:04:13,518 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 11:04:13,518 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 11:04:13,519 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 11:04:13,519 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 11:04:13,519 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 11:04:13,520 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 11:04:13,521 - uvicorn.access - INFO - 127.0.0.1:65128 - "DELETE /documents HTTP/1.1" 200
2025-10-30 11:04:13,564 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-30 11:04:13,564 - lightrag - INFO - Cleared all cache
2025-10-30 11:04:13,565 - uvicorn.access - INFO - 127.0.0.1:65321 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-30 11:04:20,527 - uvicorn.access - INFO - 127.0.0.1:65363 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:04:27,848 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 11:04:28,906 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 11:04:28,907 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 11:34:44,732 - uvicorn.access - INFO - 127.0.0.1:57612 - "POST /login HTTP/1.1" 422
2025-10-30 11:35:26,941 - uvicorn.access - INFO - 127.0.0.1:57728 - "POST /login HTTP/1.1" 401
2025-10-30 11:39:40,775 - uvicorn.access - INFO - 127.0.0.1:59068 - "POST /login HTTP/1.1" 401
2025-10-30 11:39:42,782 - uvicorn.access - INFO - 127.0.0.1:59070 - "POST /login HTTP/1.1" 401
2025-10-30 11:39:44,789 - uvicorn.access - INFO - 127.0.0.1:59072 - "POST /login HTTP/1.1" 401
2025-10-30 11:39:46,797 - uvicorn.access - INFO - 127.0.0.1:59074 - "POST /login HTTP/1.1" 401
2025-10-30 11:43:52,348 - uvicorn.access - INFO - 127.0.0.1:62480 - "POST /login HTTP/1.1" 200
2025-10-30 11:43:54,355 - uvicorn.access - INFO - 127.0.0.1:62580 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:45:11,706 - uvicorn.access - INFO - 127.0.0.1:64909 - "POST /login HTTP/1.1" 200
2025-10-30 11:45:13,715 - uvicorn.access - INFO - 127.0.0.1:64920 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:45:27,729 - uvicorn.access - INFO - 127.0.0.1:64971 - "POST /search HTTP/1.1" 404
2025-10-30 11:50:25,612 - uvicorn.access - INFO - 127.0.0.1:49193 - "POST /login HTTP/1.1" 200
2025-10-30 11:50:27,619 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 11:50:27,620 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 11:50:27,621 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 11:50:27,621 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 11:50:36,265 - lightrag - INFO - [_] Process 5036 drop Qdrant collection entities
2025-10-30 11:50:44,879 - lightrag - INFO - [_] Process 5036 drop Qdrant collection relationships
2025-10-30 11:50:53,514 - lightrag - INFO - [_] Process 5036 drop Qdrant collection chunks
2025-10-30 11:50:53,552 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 11:50:53,552 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 11:50:53,553 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 11:50:53,553 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 11:50:53,553 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 11:50:53,554 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 11:50:53,554 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 11:50:53,554 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 11:50:53,554 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 11:50:53,555 - uvicorn.access - INFO - 127.0.0.1:49195 - "DELETE /documents HTTP/1.1" 200
2025-10-30 11:50:55,561 - uvicorn.access - INFO - 127.0.0.1:49233 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 11:50:57,572 - uvicorn.access - INFO - 127.0.0.1:49236 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:51:03,693 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 11:51:04,563 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 11:51:04,563 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 11:51:16,748 - uvicorn.access - INFO - 127.0.0.1:49343 - "POST /search HTTP/1.1" 404
2025-10-30 11:51:18,753 - uvicorn.access - INFO - 127.0.0.1:49345 - "POST /documents/search HTTP/1.1" 404
2025-10-30 11:51:20,772 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-30 11:51:24,257 - lightrag - INFO -  == LLM cache == saving: mix:keywords:2f7851acd2d59b0882f213711b881f68
2025-10-30 11:51:25,543 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Hazard identification, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 11:51:25,544 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 11:51:27,922 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Safety measures (top_k:5, cosine:0.2)
2025-10-30 11:51:32,264 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 11:51:32,264 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 11:51:32,264 - uvicorn.access - INFO - 127.0.0.1:49347 - "POST /query HTTP/1.1" 200
2025-10-30 11:51:34,271 - uvicorn.access - INFO - 127.0.0.1:49366 - "POST /search HTTP/1.1" 404
2025-10-30 11:51:36,278 - uvicorn.access - INFO - 127.0.0.1:49368 - "POST /documents/search HTTP/1.1" 404
2025-10-30 11:51:41,294 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e1d4a15048a6eedb00ec5d838c3087c2
2025-10-30 11:51:41,733 - lightrag - INFO - Query nodes: Hazard prevention, Clearance requirements, Safety buffer (top_k:5, cosine:0.2)
2025-10-30 11:51:44,230 - lightrag - INFO - Query edges: Minimum safe distance, Safety standards, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 11:51:48,642 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 11:51:48,643 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 11:51:48,643 - uvicorn.access - INFO - 127.0.0.1:49370 - "POST /query HTTP/1.1" 200
2025-10-30 11:51:50,652 - uvicorn.access - INFO - 127.0.0.1:49383 - "POST /search HTTP/1.1" 404
2025-10-30 11:51:52,657 - uvicorn.access - INFO - 127.0.0.1:49385 - "POST /documents/search HTTP/1.1" 404
2025-10-30 11:51:57,432 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e1f79487fa54240153ad0cec654e9b9e
2025-10-30 11:51:57,854 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 11:52:00,317 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 11:52:04,739 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 11:52:04,739 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 11:52:04,740 - uvicorn.access - INFO - 127.0.0.1:49387 - "POST /query HTTP/1.1" 200
2025-10-30 11:52:06,743 - uvicorn.access - INFO - 127.0.0.1:49459 - "POST /search HTTP/1.1" 404
2025-10-30 11:52:08,749 - uvicorn.access - INFO - 127.0.0.1:49489 - "POST /documents/search HTTP/1.1" 404
2025-10-30 11:52:12,935 - lightrag - INFO -  == LLM cache == saving: mix:keywords:f39f185ce2feba78d4462bf7103fc845
2025-10-30 11:52:13,385 - lightrag - INFO - Query nodes: G1.7 (top_k:5, cosine:0.2)
2025-10-30 11:52:15,806 - lightrag - INFO - Query edges: Safety guidelines, Safety standards, Safety regulations (top_k:5, cosine:0.2)
2025-10-30 11:52:20,207 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 11:52:20,208 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 11:52:20,208 - uvicorn.access - INFO - 127.0.0.1:49491 - "POST /query HTTP/1.1" 200
2025-10-30 11:53:07,716 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 11:53:07,724 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 11:53:07,740 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 11:53:07,741 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 11:53:16,382 - lightrag - INFO - [_] Process 5036 drop Qdrant collection entities
2025-10-30 11:53:25,027 - lightrag - INFO - [_] Process 5036 drop Qdrant collection relationships
2025-10-30 11:53:33,653 - lightrag - INFO - [_] Process 5036 drop Qdrant collection chunks
2025-10-30 11:53:33,660 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 11:53:33,660 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 11:53:33,660 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 11:53:33,661 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 11:53:33,661 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 11:53:33,662 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 11:53:33,662 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 11:53:33,663 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 11:53:33,663 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 11:53:33,667 - uvicorn.access - INFO - 127.0.0.1:49599 - "DELETE /documents HTTP/1.1" 200
2025-10-30 11:53:33,684 - lightrag - INFO - [_] Dropped 4 keys from llm_response_cache
2025-10-30 11:53:33,685 - lightrag - INFO - Cleared all cache
2025-10-30 11:53:33,685 - uvicorn.access - INFO - 127.0.0.1:49659 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-30 11:53:39,549 - uvicorn.access - INFO - 127.0.0.1:49670 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 11:53:45,426 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 11:53:46,492 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 11:53:46,492 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 12:24:08,174 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 12:24:08,175 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 12:24:08,176 - lightrag - INFO - Reranking is disabled
2025-10-30 12:24:08,521 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 12:24:08,522 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 12:24:08,523 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 12:24:08,524 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 12:24:08,525 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 12:24:08,525 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 12:24:09,862 - uvicorn.error - INFO - Started server process [8820]
2025-10-30 12:24:09,881 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 12:24:11,893 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 12:24:11,894 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 12:24:11,894 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 12:24:11,895 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 12:24:16,383 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 12:24:20,837 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 12:24:25,258 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 12:24:27,275 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 12:24:27,287 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 12:24:27,337 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 12:24:27,339 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 12:24:27,368 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 12:24:27,369 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 12:24:27,371 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 12:24:27,372 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 12:24:27,394 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:24:27,395 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:24:27,395 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:24:27,396 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 12:24:27,399 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 12:24:27,402 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:24:27,404 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 12:24:27,418 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:24:27,420 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 12:24:27,422 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:24:27,425 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:24:27,440 - uvicorn.error - INFO - Application startup complete.
2025-10-30 12:24:27,441 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-30 12:24:27,441 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-30 12:24:27,445 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-30 12:24:27,446 - lightrag - INFO - Successfully finalized 10 storages
2025-10-30 12:24:27,446 - uvicorn.error - INFO - Application shutdown complete.
2025-10-30 12:25:36,661 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 12:25:36,661 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 12:25:36,662 - lightrag - INFO - Reranking is disabled
2025-10-30 12:25:37,006 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 12:25:37,007 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 12:25:37,008 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 12:25:37,008 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 12:25:37,009 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 12:25:37,009 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 12:25:38,373 - uvicorn.error - INFO - Started server process [23544]
2025-10-30 12:25:38,376 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 12:25:40,385 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 12:25:40,386 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 12:25:40,387 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 12:25:40,387 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 12:25:44,813 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 12:25:49,263 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 12:25:53,721 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 12:25:55,736 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 12:25:55,746 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 12:25:55,793 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 12:25:55,794 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 12:25:55,821 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 12:25:55,822 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 12:25:55,823 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 12:25:55,825 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 12:25:55,848 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:25:55,849 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:25:55,849 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:25:55,850 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 12:25:55,853 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 12:25:55,856 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:25:55,859 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 12:25:55,873 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:25:55,874 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 12:25:55,878 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:25:55,881 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:25:55,894 - uvicorn.error - INFO - Application startup complete.
2025-10-30 12:25:55,895 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 12:35:10,167 - uvicorn.access - INFO - 127.0.0.1:61172 - "POST /login HTTP/1.1" 200
2025-10-30 12:35:12,172 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 12:35:12,174 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 12:35:12,174 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 12:35:12,175 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 12:35:20,823 - lightrag - INFO - [_] Process 23544 drop Qdrant collection entities
2025-10-30 12:35:29,469 - lightrag - INFO - [_] Process 23544 drop Qdrant collection relationships
2025-10-30 12:35:38,124 - lightrag - INFO - [_] Process 23544 drop Qdrant collection chunks
2025-10-30 12:35:38,138 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 12:35:38,139 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 12:35:38,140 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 12:35:38,140 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 12:35:38,141 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 12:35:38,141 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 12:35:38,141 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 12:35:38,142 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 12:35:38,142 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 12:35:38,143 - uvicorn.access - INFO - 127.0.0.1:61174 - "DELETE /documents HTTP/1.1" 200
2025-10-30 12:35:40,149 - uvicorn.access - INFO - 127.0.0.1:61204 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 12:35:42,157 - uvicorn.access - INFO - 127.0.0.1:61206 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 12:35:49,247 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 12:35:50,328 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 12:35:50,329 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 12:36:02,520 - uvicorn.access - INFO - 127.0.0.1:61213 - "POST /search HTTP/1.1" 404
2025-10-30 12:36:04,526 - uvicorn.access - INFO - 127.0.0.1:61215 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:36:06,534 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-10-30 12:36:10,258 - lightrag - INFO -  == LLM cache == saving: mix:keywords:2f7851acd2d59b0882f213711b881f68
2025-10-30 12:36:11,515 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-30 12:36:11,515 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 12:36:13,892 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-30 12:36:18,405 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:36:18,405 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:36:18,406 - uvicorn.access - INFO - 127.0.0.1:61254 - "POST /query HTTP/1.1" 200
2025-10-30 12:36:20,410 - uvicorn.access - INFO - 127.0.0.1:61301 - "POST /search HTTP/1.1" 404
2025-10-30 12:36:22,417 - uvicorn.access - INFO - 127.0.0.1:61303 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:36:27,364 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e1d4a15048a6eedb00ec5d838c3087c2
2025-10-30 12:36:27,825 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-30 12:36:30,231 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 12:36:34,708 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:36:34,709 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:36:34,709 - uvicorn.access - INFO - 127.0.0.1:61305 - "POST /query HTTP/1.1" 200
2025-10-30 12:36:36,714 - uvicorn.access - INFO - 127.0.0.1:61317 - "POST /search HTTP/1.1" 404
2025-10-30 12:36:38,719 - uvicorn.access - INFO - 127.0.0.1:61319 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:36:43,701 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e1f79487fa54240153ad0cec654e9b9e
2025-10-30 12:36:44,078 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 12:36:46,524 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 12:36:50,988 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:36:50,988 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:36:50,989 - uvicorn.access - INFO - 127.0.0.1:61321 - "POST /query HTTP/1.1" 200
2025-10-30 12:36:52,995 - uvicorn.access - INFO - 127.0.0.1:61337 - "POST /search HTTP/1.1" 404
2025-10-30 12:36:55,001 - uvicorn.access - INFO - 127.0.0.1:61339 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:37:00,389 - lightrag - INFO -  == LLM cache == saving: mix:keywords:f39f185ce2feba78d4462bf7103fc845
2025-10-30 12:37:00,822 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-30 12:37:03,279 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-30 12:37:07,759 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:37:07,759 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:37:07,760 - uvicorn.access - INFO - 127.0.0.1:61341 - "POST /query HTTP/1.1" 200
2025-10-30 12:40:06,439 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 12:40:06,440 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 12:40:06,441 - lightrag - INFO - Reranking is disabled
2025-10-30 12:40:06,730 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 12:40:06,731 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 12:40:06,731 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 12:40:06,732 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 12:40:06,732 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 12:40:06,733 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 12:40:07,963 - uvicorn.error - INFO - Started server process [24404]
2025-10-30 12:40:07,963 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 12:40:09,970 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 12:40:09,970 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 12:40:09,971 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 12:40:09,971 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 12:40:14,377 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 12:40:18,832 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 12:40:23,259 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 12:40:25,315 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 12:40:25,333 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 12:40:25,388 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 12:40:25,389 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 12:40:25,413 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 12:40:25,415 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 12:40:25,416 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 12:40:25,417 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 12:40:25,444 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:40:25,444 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:40:25,445 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:40:25,445 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 12:40:25,448 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 12:40:25,452 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:40:25,455 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 12:40:25,471 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:40:25,473 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 12:40:25,475 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:40:25,478 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:40:25,514 - uvicorn.error - INFO - Application startup complete.
2025-10-30 12:40:25,515 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 12:46:37,140 - uvicorn.access - INFO - 127.0.0.1:62594 - "POST /login HTTP/1.1" 200
2025-10-30 12:46:39,147 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 12:46:39,148 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 12:46:39,149 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 12:46:39,150 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 12:46:47,779 - lightrag - INFO - [_] Process 24404 drop Qdrant collection entities
2025-10-30 12:46:56,440 - lightrag - INFO - [_] Process 24404 drop Qdrant collection relationships
2025-10-30 12:47:05,062 - lightrag - INFO - [_] Process 24404 drop Qdrant collection chunks
2025-10-30 12:47:05,099 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 12:47:05,100 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 12:47:05,100 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 12:47:05,100 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 12:47:05,101 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 12:47:05,101 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 12:47:05,102 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 12:47:05,103 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 12:47:05,104 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 12:47:05,105 - uvicorn.access - INFO - 127.0.0.1:62596 - "DELETE /documents HTTP/1.1" 200
2025-10-30 12:47:07,111 - uvicorn.access - INFO - 127.0.0.1:62692 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 12:47:09,118 - uvicorn.access - INFO - 127.0.0.1:62723 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 12:47:16,501 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 12:47:17,529 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 12:47:17,536 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 12:47:29,744 - uvicorn.access - INFO - 127.0.0.1:62733 - "POST /search HTTP/1.1" 404
2025-10-30 12:47:31,750 - uvicorn.access - INFO - 127.0.0.1:62735 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:47:35,011 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-30 12:47:35,012 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 12:47:37,452 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-30 12:47:41,890 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:47:41,891 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:47:41,891 - uvicorn.access - INFO - 127.0.0.1:62737 - "POST /query HTTP/1.1" 200
2025-10-30 12:47:43,897 - uvicorn.access - INFO - 127.0.0.1:62753 - "POST /search HTTP/1.1" 404
2025-10-30 12:47:45,903 - uvicorn.access - INFO - 127.0.0.1:62755 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:47:48,363 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-30 12:47:50,816 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 12:47:55,269 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:47:55,270 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:47:55,270 - uvicorn.access - INFO - 127.0.0.1:62758 - "POST /query HTTP/1.1" 200
2025-10-30 12:47:57,276 - uvicorn.access - INFO - 127.0.0.1:62771 - "POST /search HTTP/1.1" 404
2025-10-30 12:47:59,283 - uvicorn.access - INFO - 127.0.0.1:62774 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:48:01,766 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 12:48:04,222 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 12:48:08,733 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:48:08,733 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:48:08,734 - uvicorn.access - INFO - 127.0.0.1:62776 - "POST /query HTTP/1.1" 200
2025-10-30 12:48:10,738 - uvicorn.access - INFO - 127.0.0.1:62879 - "POST /search HTTP/1.1" 404
2025-10-30 12:48:12,744 - uvicorn.access - INFO - 127.0.0.1:62882 - "POST /documents/search HTTP/1.1" 404
2025-10-30 12:48:15,217 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-30 12:48:17,669 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-30 12:48:22,075 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 12:48:22,076 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 12:48:22,076 - uvicorn.access - INFO - 127.0.0.1:62884 - "POST /query HTTP/1.1" 200
2025-10-30 12:59:34,349 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 12:59:34,349 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 12:59:34,350 - lightrag - INFO - Reranking is disabled
2025-10-30 12:59:34,646 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 12:59:34,646 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 12:59:34,647 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 12:59:34,647 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 12:59:34,648 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 12:59:34,648 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 12:59:35,806 - uvicorn.error - INFO - Started server process [6764]
2025-10-30 12:59:35,806 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 12:59:37,813 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 12:59:37,813 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 12:59:37,814 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 12:59:37,815 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 12:59:42,233 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 12:59:46,657 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 12:59:51,062 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 12:59:53,083 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 12:59:53,119 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 12:59:53,156 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 12:59:53,157 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 12:59:53,181 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 12:59:53,183 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 12:59:53,184 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 12:59:53,185 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 12:59:53,205 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:59:53,205 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:59:53,206 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 12:59:53,206 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 12:59:53,210 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 12:59:53,213 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:59:53,215 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 12:59:53,227 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:59:53,228 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 12:59:53,230 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:59:53,233 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 12:59:53,246 - uvicorn.error - INFO - Application startup complete.
2025-10-30 12:59:53,247 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 21:53:30,544 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 21:53:30,544 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 21:53:30,545 - lightrag - INFO - Reranking is disabled
2025-10-30 21:53:33,217 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 21:53:33,218 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 21:53:33,219 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 21:53:33,219 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 21:53:33,220 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 21:53:33,220 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 21:53:34,681 - uvicorn.error - INFO - Started server process [17776]
2025-10-30 21:53:34,681 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 21:53:36,685 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 21:53:36,686 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 21:53:36,686 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 21:53:36,687 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 21:53:41,115 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 21:53:45,514 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 21:53:49,900 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 21:53:53,091 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 21:53:53,402 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 21:53:53,443 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 21:53:53,447 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 21:53:53,492 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 21:53:53,494 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 21:53:53,495 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 21:53:53,496 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 21:53:53,526 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 21:53:53,527 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 21:53:53,527 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 21:53:53,527 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 21:53:53,531 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 21:53:53,534 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 21:53:53,537 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 21:53:53,549 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 21:53:53,551 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 21:53:53,554 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 21:53:53,558 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 21:53:53,901 - uvicorn.error - INFO - Application startup complete.
2025-10-30 21:53:53,902 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 21:55:01,996 - uvicorn.access - INFO - 127.0.0.1:50769 - "POST /login HTTP/1.1" 200
2025-10-30 21:55:04,001 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 21:55:04,009 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 21:55:04,010 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 21:55:04,011 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 21:55:12,656 - lightrag - INFO - [_] Process 17776 drop Qdrant collection entities
2025-10-30 21:55:21,254 - lightrag - INFO - [_] Process 17776 drop Qdrant collection relationships
2025-10-30 21:55:29,894 - lightrag - INFO - [_] Process 17776 drop Qdrant collection chunks
2025-10-30 21:55:29,903 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 21:55:29,903 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 21:55:29,904 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 21:55:29,904 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 21:55:29,904 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 21:55:29,905 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 21:55:29,905 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 21:55:29,906 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 21:55:29,906 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 21:55:29,907 - uvicorn.access - INFO - 127.0.0.1:50771 - "DELETE /documents HTTP/1.1" 200
2025-10-30 21:55:31,914 - uvicorn.access - INFO - 127.0.0.1:50809 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 21:55:33,922 - uvicorn.access - INFO - 127.0.0.1:50811 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 21:55:43,157 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 21:55:44,329 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 21:55:44,329 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 21:55:56,592 - uvicorn.access - INFO - 127.0.0.1:50819 - "POST /search HTTP/1.1" 404
2025-10-30 21:55:58,598 - uvicorn.access - INFO - 127.0.0.1:50821 - "POST /documents/search HTTP/1.1" 404
2025-10-30 21:56:02,438 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-30 21:56:02,438 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 21:56:04,928 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-30 21:56:09,383 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 21:56:09,383 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 21:56:09,384 - uvicorn.access - INFO - 127.0.0.1:50823 - "POST /query HTTP/1.1" 200
2025-10-30 21:56:11,390 - uvicorn.access - INFO - 127.0.0.1:50855 - "POST /search HTTP/1.1" 404
2025-10-30 21:56:13,392 - uvicorn.access - INFO - 127.0.0.1:50857 - "POST /documents/search HTTP/1.1" 404
2025-10-30 21:56:15,847 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-30 21:56:18,254 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 21:56:22,703 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 21:56:22,703 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 21:56:22,703 - uvicorn.access - INFO - 127.0.0.1:50859 - "POST /query HTTP/1.1" 200
2025-10-30 21:56:24,709 - uvicorn.access - INFO - 127.0.0.1:50870 - "POST /search HTTP/1.1" 404
2025-10-30 21:56:26,714 - uvicorn.access - INFO - 127.0.0.1:50872 - "POST /documents/search HTTP/1.1" 404
2025-10-30 21:56:29,196 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 21:56:31,649 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 21:56:36,111 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 21:56:36,111 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 21:56:36,112 - uvicorn.access - INFO - 127.0.0.1:50874 - "POST /query HTTP/1.1" 200
2025-10-30 21:56:38,117 - uvicorn.access - INFO - 127.0.0.1:50887 - "POST /search HTTP/1.1" 404
2025-10-30 21:56:40,123 - uvicorn.access - INFO - 127.0.0.1:50889 - "POST /documents/search HTTP/1.1" 404
2025-10-30 21:56:42,602 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-30 21:56:45,006 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-30 21:56:49,450 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 21:56:49,450 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 21:56:49,451 - uvicorn.access - INFO - 127.0.0.1:50891 - "POST /query HTTP/1.1" 200
2025-10-30 22:04:00,928 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 22:04:00,929 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 22:04:00,930 - lightrag - INFO - Reranking is disabled
2025-10-30 22:04:01,216 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 22:04:01,217 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 22:04:01,217 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 22:04:01,218 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 22:04:01,218 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 22:04:01,219 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 22:04:02,547 - uvicorn.error - INFO - Started server process [12424]
2025-10-30 22:04:02,548 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 22:04:04,557 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 22:04:04,559 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 22:04:04,559 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 22:04:04,560 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 22:04:09,008 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 22:04:13,513 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 22:04:17,959 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 22:04:19,978 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 22:04:19,990 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 22:04:20,141 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 22:04:20,142 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 22:04:20,168 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 22:04:20,170 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 22:04:20,171 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 22:04:20,173 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 22:04:20,200 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:04:20,200 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:04:20,201 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:04:20,201 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 22:04:20,204 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 22:04:20,208 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:04:20,211 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 22:04:20,225 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:04:20,227 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 22:04:20,233 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:04:20,236 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:04:20,262 - uvicorn.error - INFO - Application startup complete.
2025-10-30 22:04:20,263 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 22:10:49,103 - uvicorn.access - INFO - 127.0.0.1:51727 - "POST /login HTTP/1.1" 200
2025-10-30 22:10:51,111 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 22:10:51,112 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 22:10:51,113 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 22:10:51,116 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 22:10:59,694 - lightrag - INFO - [_] Process 12424 drop Qdrant collection entities
2025-10-30 22:11:08,337 - lightrag - INFO - [_] Process 12424 drop Qdrant collection relationships
2025-10-30 22:11:16,951 - lightrag - INFO - [_] Process 12424 drop Qdrant collection chunks
2025-10-30 22:11:17,003 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 22:11:17,004 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 22:11:17,004 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 22:11:17,004 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 22:11:17,005 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 22:11:17,005 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 22:11:17,005 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 22:11:17,006 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 22:11:17,006 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 22:11:17,007 - uvicorn.access - INFO - 127.0.0.1:51733 - "DELETE /documents HTTP/1.1" 200
2025-10-30 22:11:19,013 - uvicorn.access - INFO - 127.0.0.1:51831 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 22:11:21,022 - uvicorn.access - INFO - 127.0.0.1:51837 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 22:11:28,383 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 22:11:29,454 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 22:11:29,454 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 22:11:41,687 - uvicorn.access - INFO - 127.0.0.1:51886 - "POST /search HTTP/1.1" 404
2025-10-30 22:11:43,693 - uvicorn.access - INFO - 127.0.0.1:51892 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:11:46,748 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-30 22:11:46,765 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 22:11:49,109 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-30 22:11:53,465 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:11:53,466 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:11:53,466 - uvicorn.access - INFO - 127.0.0.1:51898 - "POST /query HTTP/1.1" 200
2025-10-30 22:11:55,474 - uvicorn.access - INFO - 127.0.0.1:51931 - "POST /search HTTP/1.1" 404
2025-10-30 22:11:57,479 - uvicorn.access - INFO - 127.0.0.1:51937 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:11:59,952 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-30 22:12:02,523 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 22:12:06,957 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:12:06,958 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:12:06,959 - uvicorn.access - INFO - 127.0.0.1:51943 - "POST /query HTTP/1.1" 200
2025-10-30 22:12:08,967 - uvicorn.access - INFO - 127.0.0.1:51984 - "POST /search HTTP/1.1" 404
2025-10-30 22:12:10,976 - uvicorn.access - INFO - 127.0.0.1:51990 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:12:13,423 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 22:12:15,837 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 22:12:20,261 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:12:20,261 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:12:20,262 - uvicorn.access - INFO - 127.0.0.1:51996 - "POST /query HTTP/1.1" 200
2025-10-30 22:12:22,268 - uvicorn.access - INFO - 127.0.0.1:52025 - "POST /search HTTP/1.1" 404
2025-10-30 22:12:24,273 - uvicorn.access - INFO - 127.0.0.1:52031 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:12:26,734 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-30 22:12:29,150 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-30 22:12:33,574 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:12:33,574 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:12:33,575 - uvicorn.access - INFO - 127.0.0.1:52037 - "POST /query HTTP/1.1" 200
2025-10-30 22:15:54,692 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 22:15:54,692 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 22:15:54,693 - lightrag - INFO - Reranking is disabled
2025-10-30 22:15:54,970 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 22:15:54,971 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 22:15:54,972 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 22:15:54,972 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 22:15:54,973 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 22:15:54,973 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 22:15:56,110 - uvicorn.error - INFO - Started server process [13632]
2025-10-30 22:15:56,112 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 22:15:58,118 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 22:15:58,119 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 22:15:58,120 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 22:15:58,121 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 22:16:02,535 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 22:16:07,017 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 22:16:11,401 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 22:16:13,422 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 22:16:13,445 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 22:16:13,482 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 22:16:13,483 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 22:16:13,506 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 22:16:13,507 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 22:16:13,508 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 22:16:13,509 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 22:16:13,530 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:16:13,530 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:16:13,531 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:16:13,531 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 22:16:13,534 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 22:16:13,546 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:16:13,548 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 22:16:13,561 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:16:13,562 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 22:16:13,564 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:16:13,567 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:16:13,576 - uvicorn.error - INFO - Application startup complete.
2025-10-30 22:16:13,576 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 22:25:05,249 - uvicorn.access - INFO - 127.0.0.1:53873 - "POST /login HTTP/1.1" 200
2025-10-30 22:25:07,256 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-30 22:25:07,256 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-30 22:25:07,257 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-30 22:25:07,258 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-30 22:25:15,860 - lightrag - INFO - [_] Process 13632 drop Qdrant collection entities
2025-10-30 22:25:24,500 - lightrag - INFO - [_] Process 13632 drop Qdrant collection relationships
2025-10-30 22:25:33,136 - lightrag - INFO - [_] Process 13632 drop Qdrant collection chunks
2025-10-30 22:25:33,189 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-30 22:25:33,190 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-30 22:25:33,190 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-30 22:25:33,191 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-30 22:25:33,191 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-30 22:25:33,191 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-30 22:25:33,192 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-30 22:25:33,192 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-30 22:25:33,192 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-30 22:25:33,193 - uvicorn.access - INFO - 127.0.0.1:53880 - "DELETE /documents HTTP/1.1" 200
2025-10-30 22:25:35,199 - uvicorn.access - INFO - 127.0.0.1:53965 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-30 22:25:37,208 - uvicorn.access - INFO - 127.0.0.1:53971 - "POST /documents/upload HTTP/1.1" 200
2025-10-30 22:25:44,734 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-30 22:25:45,831 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-30 22:25:45,832 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-30 22:25:58,078 - uvicorn.access - INFO - 127.0.0.1:54021 - "POST /search HTTP/1.1" 404
2025-10-30 22:26:00,085 - uvicorn.access - INFO - 127.0.0.1:54027 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:26:03,334 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-30 22:26:03,335 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-30 22:26:05,761 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-30 22:26:10,121 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:26:10,122 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:26:10,122 - uvicorn.access - INFO - 127.0.0.1:54033 - "POST /query HTTP/1.1" 200
2025-10-30 22:26:12,129 - uvicorn.access - INFO - 127.0.0.1:54079 - "POST /search HTTP/1.1" 404
2025-10-30 22:26:14,134 - uvicorn.access - INFO - 127.0.0.1:54085 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:26:16,604 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-30 22:26:19,008 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-30 22:26:23,452 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:26:23,456 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:26:23,456 - uvicorn.access - INFO - 127.0.0.1:54091 - "POST /query HTTP/1.1" 200
2025-10-30 22:26:25,463 - uvicorn.access - INFO - 127.0.0.1:54120 - "POST /search HTTP/1.1" 404
2025-10-30 22:26:27,469 - uvicorn.access - INFO - 127.0.0.1:54126 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:26:29,910 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-30 22:26:32,201 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-30 22:26:36,678 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:26:36,679 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:26:36,680 - uvicorn.access - INFO - 127.0.0.1:54132 - "POST /query HTTP/1.1" 200
2025-10-30 22:26:38,687 - uvicorn.access - INFO - 127.0.0.1:54161 - "POST /search HTTP/1.1" 404
2025-10-30 22:26:40,692 - uvicorn.access - INFO - 127.0.0.1:54167 - "POST /documents/search HTTP/1.1" 404
2025-10-30 22:26:43,101 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-30 22:26:45,506 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-30 22:26:49,916 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-30 22:26:49,917 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-30 22:26:49,917 - uvicorn.access - INFO - 127.0.0.1:54173 - "POST /query HTTP/1.1" 200
2025-10-30 22:35:21,663 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-30 22:35:21,663 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-30 22:35:21,664 - lightrag - INFO - Reranking is disabled
2025-10-30 22:35:21,990 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-30 22:35:21,991 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-30 22:35:21,991 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-30 22:35:21,992 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-30 22:35:21,992 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-30 22:35:21,993 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-30 22:35:23,369 - uvicorn.error - INFO - Started server process [17156]
2025-10-30 22:35:23,369 - uvicorn.error - INFO - Waiting for application startup.
2025-10-30 22:35:25,378 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-30 22:35:25,378 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-30 22:35:25,379 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-30 22:35:25,380 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-30 22:35:29,819 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-30 22:35:34,236 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-30 22:35:38,658 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-30 22:35:40,673 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-30 22:35:40,684 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-30 22:35:40,734 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-30 22:35:40,735 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-30 22:35:40,765 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-30 22:35:40,766 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-30 22:35:40,768 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-30 22:35:40,769 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-30 22:35:40,797 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:35:40,797 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:35:40,798 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-30 22:35:40,798 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-30 22:35:40,801 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-30 22:35:40,805 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:35:40,808 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-30 22:35:40,822 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:35:40,823 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-30 22:35:40,827 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:35:40,829 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-30 22:35:40,842 - uvicorn.error - INFO - Application startup complete.
2025-10-30 22:35:40,842 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-30 22:57:32,737 - uvicorn.access - INFO - 127.0.0.1:58934 - "POST /xmlrpc.php HTTP/1.1" 404
2025-10-31 08:33:15,264 - uvicorn.access - INFO - 127.0.0.1:60634 - "POST /login HTTP/1.1" 200
2025-10-31 08:33:17,269 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 08:33:17,271 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 08:33:17,271 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 08:33:17,272 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 08:33:25,899 - lightrag - INFO - [_] Process 17156 drop Qdrant collection entities
2025-10-31 08:33:34,543 - lightrag - INFO - [_] Process 17156 drop Qdrant collection relationships
2025-10-31 08:33:43,171 - lightrag - INFO - [_] Process 17156 drop Qdrant collection chunks
2025-10-31 08:33:43,250 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 08:33:43,250 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 08:33:43,251 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 08:33:43,251 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 08:33:43,251 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 08:33:43,251 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 08:33:43,252 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 08:33:43,252 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 08:33:43,252 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 08:33:43,253 - uvicorn.access - INFO - 127.0.0.1:60646 - "DELETE /documents HTTP/1.1" 200
2025-10-31 08:33:45,260 - uvicorn.access - INFO - 127.0.0.1:60744 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-31 08:33:47,266 - uvicorn.access - INFO - 127.0.0.1:60750 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 08:33:54,982 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 08:33:56,064 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 08:33:56,070 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 08:34:08,309 - uvicorn.access - INFO - 127.0.0.1:60822 - "POST /search HTTP/1.1" 404
2025-10-31 08:34:10,315 - uvicorn.access - INFO - 127.0.0.1:60828 - "POST /documents/search HTTP/1.1" 404
2025-10-31 08:34:13,708 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-10-31 08:34:13,708 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-10-31 08:34:16,096 - lightrag - INFO - Query edges: Safety precautions, Risk prevention, Hazard mitigation (top_k:5, cosine:0.2)
2025-10-31 08:34:20,542 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-31 08:34:20,542 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-31 08:34:20,543 - uvicorn.access - INFO - 127.0.0.1:60834 - "POST /query HTTP/1.1" 200
2025-10-31 08:34:22,549 - uvicorn.access - INFO - 127.0.0.1:60868 - "POST /search HTTP/1.1" 404
2025-10-31 08:34:24,555 - uvicorn.access - INFO - 127.0.0.1:60874 - "POST /documents/search HTTP/1.1" 404
2025-10-31 08:34:27,011 - lightrag - INFO - Query nodes: Safe distance, Proximity hazards, Clearance requirements (top_k:5, cosine:0.2)
2025-10-31 08:34:29,465 - lightrag - INFO - Query edges: Safety regulations, Minimum distance, Risk assessment (top_k:5, cosine:0.2)
2025-10-31 08:34:33,958 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-31 08:34:33,959 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-31 08:34:33,960 - uvicorn.access - INFO - 127.0.0.1:60880 - "POST /query HTTP/1.1" 200
2025-10-31 08:34:35,965 - uvicorn.access - INFO - 127.0.0.1:60909 - "POST /search HTTP/1.1" 404
2025-10-31 08:34:37,972 - uvicorn.access - INFO - 127.0.0.1:60915 - "POST /documents/search HTTP/1.1" 404
2025-10-31 08:34:40,406 - lightrag - INFO - Query nodes: Electrical systems, Power lines, Safety protocols (top_k:5, cosine:0.2)
2025-10-31 08:34:42,878 - lightrag - INFO - Query edges: High voltage work, Electrical safety, Industrial operations (top_k:5, cosine:0.2)
2025-10-31 08:34:47,380 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-31 08:34:47,381 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-31 08:34:47,383 - uvicorn.access - INFO - 127.0.0.1:60921 - "POST /query HTTP/1.1" 200
2025-10-31 08:34:49,411 - uvicorn.access - INFO - 127.0.0.1:60973 - "POST /search HTTP/1.1" 404
2025-10-31 08:34:51,417 - uvicorn.access - INFO - 127.0.0.1:60979 - "POST /documents/search HTTP/1.1" 404
2025-10-31 08:34:53,855 - lightrag - INFO - Query nodes: G1.7, Safety protocols, Guideline implementation (top_k:5, cosine:0.2)
2025-10-31 08:34:56,310 - lightrag - INFO - Query edges: Safety guidelines, Regulatory standards, Compliance requirements (top_k:5, cosine:0.2)
2025-10-31 08:35:00,897 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-10-31 08:35:00,909 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-10-31 08:35:00,910 - uvicorn.access - INFO - 127.0.0.1:60985 - "POST /query HTTP/1.1" 200
2025-10-31 11:05:13,751 - uvicorn.error - INFO - Shutting down
2025-10-31 11:05:13,851 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-31 11:05:13,852 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-31 11:05:13,852 - lightrag - INFO - Successfully finalized 10 storages
2025-10-31 11:05:13,852 - uvicorn.error - INFO - Application shutdown complete.
2025-10-31 11:05:13,853 - uvicorn.error - INFO - Finished server process [17156]
2025-10-31 11:05:44,556 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 11:05:44,556 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 11:05:44,557 - lightrag - INFO - Reranking is disabled
2025-10-31 11:05:44,804 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 11:05:44,806 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 11:05:44,806 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 11:05:44,807 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 11:05:44,807 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 11:05:44,808 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 11:05:45,984 - uvicorn.error - INFO - Started server process [12752]
2025-10-31 11:05:45,985 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 11:05:47,991 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 11:05:47,992 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 11:05:47,993 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 11:05:47,993 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 11:05:52,361 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 11:05:56,713 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 11:06:01,099 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 11:06:03,138 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 11:06:03,172 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 11:06:03,230 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 11:06:03,230 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 11:06:03,257 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 11:06:03,259 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 11:06:03,260 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 11:06:03,261 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 11:06:03,285 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 11:06:03,285 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 11:06:03,285 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 11:06:03,286 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 11:06:03,288 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 11:06:03,291 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 11:06:03,293 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 11:06:03,305 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 11:06:03,306 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 11:06:03,308 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 11:06:03,310 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 11:06:03,327 - uvicorn.error - INFO - Application startup complete.
2025-10-31 11:06:03,328 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 11:11:16,872 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 11:11:16,874 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 11:11:16,875 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 11:11:16,876 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 11:11:25,495 - lightrag - INFO - [_] Process 12752 drop Qdrant collection entities
2025-10-31 11:11:34,084 - lightrag - INFO - [_] Process 12752 drop Qdrant collection relationships
2025-10-31 11:11:42,691 - lightrag - INFO - [_] Process 12752 drop Qdrant collection chunks
2025-10-31 11:11:42,724 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 11:11:42,725 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 11:11:42,726 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 11:11:42,726 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 11:11:42,726 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 11:11:42,727 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 11:11:42,727 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 11:11:42,728 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 11:11:42,728 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 11:11:42,729 - uvicorn.access - INFO - 127.0.0.1:58442 - "DELETE /documents HTTP/1.1" 200
2025-10-31 11:11:42,790 - lightrag - INFO - [_] Dropped 4 keys from llm_response_cache
2025-10-31 11:11:42,791 - lightrag - INFO - Cleared all cache
2025-10-31 11:11:42,791 - uvicorn.access - INFO - 127.0.0.1:58593 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-31 11:12:45,546 - uvicorn.access - INFO - 127.0.0.1:59039 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 11:12:53,790 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 11:12:54,906 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 11:12:54,918 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 12:06:41,806 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 12:06:41,806 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 12:06:41,807 - lightrag - INFO - Reranking is disabled
2025-10-31 12:06:42,070 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 12:06:42,071 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 12:06:42,071 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 12:06:42,072 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 12:06:42,072 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 12:06:42,073 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 12:06:43,242 - uvicorn.error - INFO - Started server process [472]
2025-10-31 12:06:43,242 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 12:06:45,249 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 12:06:45,250 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 12:06:45,250 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 12:06:45,251 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 12:06:49,675 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 12:06:54,062 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 12:06:58,439 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 12:07:00,475 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 12:07:00,508 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 12:07:00,554 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 12:07:00,555 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 12:07:00,582 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 12:07:00,584 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 12:07:00,585 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 12:07:00,587 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 12:07:00,611 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:07:00,611 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:07:00,611 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:07:00,612 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 12:07:00,615 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 12:07:00,619 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:07:00,622 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 12:07:00,636 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:07:00,637 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 12:07:00,640 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:07:00,643 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:07:00,657 - uvicorn.error - INFO - Application startup complete.
2025-10-31 12:07:00,658 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-31 12:07:00,659 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-31 12:07:00,662 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-31 12:07:00,662 - lightrag - INFO - Successfully finalized 10 storages
2025-10-31 12:07:00,663 - uvicorn.error - INFO - Application shutdown complete.
2025-10-31 12:08:15,580 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 12:08:15,581 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 12:08:15,582 - lightrag - INFO - Reranking is disabled
2025-10-31 12:08:15,850 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 12:08:15,858 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 12:08:15,864 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 12:08:15,867 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 12:08:15,867 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 12:08:15,868 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 12:08:17,035 - uvicorn.error - INFO - Started server process [26156]
2025-10-31 12:08:17,036 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 12:08:19,043 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 12:08:19,043 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 12:08:19,044 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 12:08:19,044 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 12:08:23,479 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 12:08:27,858 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 12:08:32,257 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 12:08:34,284 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 12:08:34,329 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 12:08:34,367 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 12:08:34,367 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 12:08:34,389 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 12:08:34,390 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 12:08:34,391 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 12:08:34,392 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 12:08:34,412 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:08:34,412 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:08:34,413 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 12:08:34,413 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 12:08:34,415 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 12:08:34,418 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:08:34,420 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 12:08:34,433 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:08:34,434 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 12:08:34,436 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:08:34,439 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 12:08:34,450 - uvicorn.error - INFO - Application startup complete.
2025-10-31 12:08:34,451 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 13:08:43,177 - uvicorn.access - INFO - 127.0.0.1:59997 - "POST /documents/upload HTTP/1.1" 401
2025-10-31 13:10:19,665 - uvicorn.access - INFO - 127.0.0.1:60336 - "POST /auth/login HTTP/1.1" 404
2025-10-31 13:12:05,844 - uvicorn.access - INFO - 127.0.0.1:60712 - "POST /documents/upload HTTP/1.1" 401
2025-10-31 13:13:35,186 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 13:13:35,187 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 13:13:35,188 - lightrag - INFO - Reranking is disabled
2025-10-31 13:13:35,525 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 13:13:35,525 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 13:13:35,527 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 13:13:35,528 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 13:13:35,529 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 13:13:35,530 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 13:13:36,712 - uvicorn.error - INFO - Started server process [23736]
2025-10-31 13:13:36,712 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 13:13:38,720 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 13:13:38,720 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 13:13:38,721 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 13:13:38,722 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 13:13:43,101 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 13:13:47,576 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 13:13:51,991 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 13:13:54,009 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 13:13:54,021 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 13:13:54,068 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 13:13:54,069 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 13:13:54,091 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 13:13:54,093 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 13:13:54,094 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 13:13:54,095 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 13:13:54,124 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:13:54,124 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:13:54,125 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:13:54,125 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 13:13:54,129 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 13:13:54,133 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:13:54,136 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 13:13:54,153 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:13:54,155 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 13:13:54,158 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:13:54,161 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:13:54,175 - uvicorn.error - INFO - Application startup complete.
2025-10-31 13:13:54,176 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 13:14:15,942 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 13:14:15,942 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 13:14:15,943 - lightrag - INFO - Reranking is disabled
2025-10-31 13:14:16,232 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 13:14:16,233 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 13:14:16,234 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 13:14:16,234 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 13:14:16,235 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 13:14:16,236 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 13:14:17,554 - uvicorn.error - INFO - Started server process [23684]
2025-10-31 13:14:17,554 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 13:14:19,562 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 13:14:19,563 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 13:14:19,564 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 13:14:19,564 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 13:14:23,960 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 13:14:28,419 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 13:14:32,843 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 13:14:34,866 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 13:14:34,884 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 13:14:34,924 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 13:14:34,925 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 13:14:34,948 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 13:14:34,950 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 13:14:34,951 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 13:14:34,952 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 13:14:34,972 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:14:34,972 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:14:34,972 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 13:14:34,972 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 13:14:34,975 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 13:14:34,978 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:14:34,980 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 13:14:34,991 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:14:34,992 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 13:14:34,994 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:14:34,997 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 13:14:35,009 - uvicorn.error - INFO - Application startup complete.
2025-10-31 13:14:35,009 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-31 13:14:35,010 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-31 13:14:35,012 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-31 13:14:35,013 - lightrag - INFO - Successfully finalized 10 storages
2025-10-31 13:14:35,013 - uvicorn.error - INFO - Application shutdown complete.
2025-10-31 14:46:44,559 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 14:46:44,560 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 14:46:44,561 - lightrag - INFO - Reranking is disabled
2025-10-31 14:46:44,800 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 14:46:44,800 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 14:46:44,801 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 14:46:44,801 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 14:46:44,802 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 14:46:44,802 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 14:46:45,990 - uvicorn.error - INFO - Started server process [24440]
2025-10-31 14:46:45,990 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 14:46:47,996 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 14:46:47,997 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 14:46:47,997 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 14:46:47,998 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 14:46:52,432 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 14:46:56,829 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 14:47:01,160 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 14:47:03,181 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 14:47:03,195 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 14:47:03,272 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 14:47:03,273 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 14:47:03,296 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 14:47:03,297 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 14:47:03,298 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 14:47:03,299 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 14:47:03,319 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 14:47:03,319 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 14:47:03,319 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 14:47:03,320 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 14:47:03,322 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 14:47:03,325 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 14:47:03,327 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 14:47:03,339 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 14:47:03,340 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 14:47:03,342 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 14:47:03,345 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 14:47:03,357 - uvicorn.error - INFO - Application startup complete.
2025-10-31 14:47:03,358 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 14:49:21,405 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 14:49:21,407 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 14:49:21,408 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 14:49:21,411 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 14:49:30,167 - lightrag - INFO - [_] Process 24440 drop Qdrant collection entities
2025-10-31 14:49:38,803 - lightrag - INFO - [_] Process 24440 drop Qdrant collection relationships
2025-10-31 14:49:47,408 - lightrag - INFO - [_] Process 24440 drop Qdrant collection chunks
2025-10-31 14:49:47,415 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 14:49:47,416 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 14:49:47,416 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 14:49:47,417 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 14:49:47,417 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 14:49:47,417 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 14:49:47,417 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 14:49:47,418 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 14:49:47,418 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 14:49:47,419 - uvicorn.access - INFO - 127.0.0.1:57420 - "DELETE /documents HTTP/1.1" 200
2025-10-31 14:49:47,464 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-31 14:49:47,464 - lightrag - INFO - Cleared all cache
2025-10-31 14:49:47,465 - uvicorn.access - INFO - 127.0.0.1:57702 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-31 14:49:55,237 - uvicorn.access - INFO - 127.0.0.1:57796 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 14:50:02,631 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 14:50:03,741 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 14:50:03,743 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 15:04:19,372 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 15:04:19,373 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 15:04:19,374 - lightrag - INFO - Reranking is disabled
2025-10-31 15:04:19,676 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 15:04:19,677 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 15:04:19,677 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 15:04:19,678 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 15:04:19,678 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 15:04:19,679 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 15:04:20,869 - uvicorn.error - INFO - Started server process [15612]
2025-10-31 15:04:20,870 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 15:04:22,876 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 15:04:22,877 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 15:04:22,877 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 15:04:22,877 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 15:04:27,299 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 15:04:31,691 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 15:04:36,062 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 15:04:38,112 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 15:04:38,126 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 15:04:38,179 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 15:04:38,180 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 15:04:38,211 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 15:04:38,213 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 15:04:38,214 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 15:04:38,215 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 15:04:38,240 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 15:04:38,240 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 15:04:38,240 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 15:04:38,241 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 15:04:38,244 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 15:04:38,247 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 15:04:38,250 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 15:04:38,266 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 15:04:38,267 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 15:04:38,269 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 15:04:38,272 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 15:04:38,304 - uvicorn.error - INFO - Application startup complete.
2025-10-31 15:04:38,305 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 16:06:20,941 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 16:06:20,942 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 16:06:20,943 - lightrag - INFO - Reranking is disabled
2025-10-31 16:06:21,162 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 16:06:21,162 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 16:06:21,163 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 16:06:21,163 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 16:06:21,164 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 16:06:21,164 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 16:06:22,265 - uvicorn.error - INFO - Started server process [22332]
2025-10-31 16:06:22,265 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 16:06:24,273 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 16:06:24,273 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 16:06:24,274 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 16:06:24,275 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 16:06:28,749 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 16:06:33,164 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 16:06:37,525 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 16:06:39,541 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 16:06:39,560 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 16:06:39,608 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 16:06:39,608 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 16:06:39,631 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 16:06:39,632 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 16:06:39,633 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 16:06:39,634 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 16:06:39,654 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:06:39,654 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:06:39,655 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:06:39,655 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 16:06:39,658 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 16:06:39,661 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:06:39,663 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 16:06:39,675 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:06:39,676 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 16:06:39,678 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:06:39,680 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:06:39,691 - uvicorn.error - INFO - Application startup complete.
2025-10-31 16:06:39,691 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 16:23:57,291 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 16:23:57,301 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 16:23:57,301 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 16:23:57,302 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 16:24:05,926 - lightrag - INFO - [_] Process 22332 drop Qdrant collection entities
2025-10-31 16:24:14,593 - lightrag - INFO - [_] Process 22332 drop Qdrant collection relationships
2025-10-31 16:24:23,252 - lightrag - INFO - [_] Process 22332 drop Qdrant collection chunks
2025-10-31 16:24:23,268 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 16:24:23,269 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 16:24:23,269 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 16:24:23,269 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 16:24:23,270 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 16:24:23,270 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 16:24:23,270 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 16:24:23,271 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 16:24:23,271 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 16:24:23,272 - uvicorn.access - INFO - 127.0.0.1:52752 - "DELETE /documents HTTP/1.1" 200
2025-10-31 16:24:23,320 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-31 16:24:23,320 - lightrag - INFO - Cleared all cache
2025-10-31 16:24:23,320 - uvicorn.access - INFO - 127.0.0.1:52921 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-31 16:24:34,605 - uvicorn.access - INFO - 127.0.0.1:52947 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 16:24:43,534 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 16:24:44,742 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 16:24:44,743 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 16:40:00,732 - uvicorn.access - INFO - 127.0.0.1:56268 - "POST /documents/upload HTTP/1.1" 401
2025-10-31 16:40:52,746 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 16:40:52,746 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 16:40:52,748 - lightrag - INFO - Reranking is disabled
2025-10-31 16:40:53,045 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 16:40:53,045 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 16:40:53,046 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 16:40:53,046 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 16:40:53,046 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 16:40:53,047 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 16:40:54,153 - uvicorn.error - INFO - Started server process [18460]
2025-10-31 16:40:54,154 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 16:40:56,162 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 16:40:56,163 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 16:40:56,163 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 16:40:56,164 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 16:41:00,575 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 16:41:04,937 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 16:41:09,316 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 16:41:11,332 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 16:41:11,344 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 16:41:11,382 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 16:41:11,383 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 16:41:11,406 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 16:41:11,407 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 16:41:11,408 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 16:41:11,410 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 16:41:11,430 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:41:11,431 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:41:11,431 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:41:11,431 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 16:41:11,434 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 16:41:11,437 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:41:11,439 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 16:41:11,450 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:41:11,452 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 16:41:11,454 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:41:11,456 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:41:11,467 - uvicorn.error - INFO - Application startup complete.
2025-10-31 16:41:11,468 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-31 16:41:11,468 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-31 16:41:11,471 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-31 16:41:11,471 - lightrag - INFO - Successfully finalized 10 storages
2025-10-31 16:41:11,472 - uvicorn.error - INFO - Application shutdown complete.
2025-10-31 16:42:55,946 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 16:42:55,947 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 16:42:55,947 - lightrag - INFO - Reranking is disabled
2025-10-31 16:42:56,215 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 16:42:56,215 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 16:42:56,215 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 16:42:56,216 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 16:42:56,216 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 16:42:56,217 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 16:42:57,397 - uvicorn.error - INFO - Started server process [26324]
2025-10-31 16:42:57,397 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 16:42:59,403 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 16:42:59,403 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 16:42:59,404 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 16:42:59,404 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 16:43:03,816 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 16:43:08,243 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 16:43:12,663 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 16:43:14,684 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 16:43:14,700 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 16:43:14,740 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 16:43:14,741 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 16:43:14,765 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 16:43:14,767 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 16:43:14,768 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 16:43:14,769 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 16:43:14,790 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:43:14,790 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:43:14,790 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 16:43:14,791 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 16:43:14,793 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 16:43:14,796 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:43:14,798 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 16:43:14,813 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:43:14,815 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 16:43:14,817 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:43:14,819 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 16:43:14,828 - uvicorn.error - INFO - Application startup complete.
2025-10-31 16:43:14,829 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 17:28:18,008 - uvicorn.access - INFO - 127.0.0.1:52613 - "POST /documents/upload HTTP/1.1" 401
2025-10-31 17:30:06,075 - uvicorn.access - INFO - 127.0.0.1:52984 - "POST /auth/login HTTP/1.1" 404
2025-10-31 17:47:20,601 - uvicorn.access - INFO - 127.0.0.1:57219 - "POST /login HTTP/1.1" 200
2025-10-31 17:47:22,608 - uvicorn.access - INFO - 127.0.0.1:57225 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 21:26:41,921 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 21:26:41,923 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 21:26:41,923 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 21:26:41,924 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 21:26:50,608 - lightrag - INFO - [_] Process 26324 drop Qdrant collection entities
2025-10-31 21:26:59,230 - lightrag - INFO - [_] Process 26324 drop Qdrant collection relationships
2025-10-31 21:27:07,873 - lightrag - INFO - [_] Process 26324 drop Qdrant collection chunks
2025-10-31 21:27:07,893 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 21:27:07,893 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 21:27:07,894 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 21:27:07,894 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 21:27:07,895 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 21:27:07,895 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 21:27:07,896 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 21:27:07,896 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 21:27:07,896 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 21:27:07,897 - uvicorn.access - INFO - 127.0.0.1:56351 - "DELETE /documents HTTP/1.1" 200
2025-10-31 21:27:07,932 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-31 21:27:07,932 - lightrag - INFO - Cleared all cache
2025-10-31 21:27:07,933 - uvicorn.access - INFO - 127.0.0.1:56451 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-31 21:34:45,348 - uvicorn.access - INFO - 127.0.0.1:57599 - "POST /login HTTP/1.1" 200
2025-10-31 21:34:47,354 - uvicorn.access - INFO - 127.0.0.1:57618 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 21:34:54,872 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 21:34:56,026 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 21:34:56,027 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 21:51:46,221 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 21:51:46,222 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 21:51:46,223 - lightrag - INFO - Reranking is disabled
2025-10-31 21:51:46,516 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 21:51:46,516 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 21:51:46,517 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 21:51:46,517 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 21:51:46,518 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 21:51:46,519 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 21:51:47,747 - uvicorn.error - INFO - Started server process [26856]
2025-10-31 21:51:47,748 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 21:51:49,754 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 21:51:49,755 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 21:51:49,755 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 21:51:49,756 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 21:51:54,217 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 21:51:58,625 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 21:52:03,054 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 21:52:05,067 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 21:52:05,077 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 21:52:05,121 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 21:52:05,122 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 21:52:05,143 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 21:52:05,144 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 21:52:05,147 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 21:52:05,148 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 21:52:05,168 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 21:52:05,169 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 21:52:05,169 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 21:52:05,170 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 21:52:05,172 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 21:52:05,175 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 21:52:05,178 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 21:52:05,189 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 21:52:05,191 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 21:52:05,193 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 21:52:05,195 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 21:52:05,204 - uvicorn.error - INFO - Application startup complete.
2025-10-31 21:52:05,205 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 21:52:53,064 - uvicorn.access - INFO - 127.0.0.1:60300 - "POST /login HTTP/1.1" 200
2025-10-31 21:52:55,073 - uvicorn.access - INFO - 127.0.0.1:60306 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 21:53:18,252 - uvicorn.access - INFO - 127.0.0.1:60365 - "POST /login HTTP/1.1" 200
2025-10-31 21:53:20,259 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 21:53:20,261 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 21:53:20,263 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 21:53:20,263 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 21:53:28,905 - lightrag - INFO - [_] Process 26856 drop Qdrant collection entities
2025-10-31 21:53:37,531 - lightrag - INFO - [_] Process 26856 drop Qdrant collection relationships
2025-10-31 21:53:46,156 - lightrag - INFO - [_] Process 26856 drop Qdrant collection chunks
2025-10-31 21:53:46,164 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 21:53:46,164 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 21:53:46,164 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 21:53:46,165 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 21:53:46,165 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 21:53:46,165 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 21:53:46,166 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 21:53:46,166 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 21:53:46,166 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 21:53:46,167 - uvicorn.access - INFO - 127.0.0.1:60372 - "DELETE /documents HTTP/1.1" 200
2025-10-31 21:53:48,174 - uvicorn.access - INFO - 127.0.0.1:60459 - "POST /documents/clear_cache HTTP/1.1" 422
2025-10-31 21:54:13,729 - uvicorn.access - INFO - 127.0.0.1:60557 - "POST /login HTTP/1.1" 200
2025-10-31 21:54:15,737 - uvicorn.access - INFO - 127.0.0.1:60563 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 21:54:23,152 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 21:54:24,336 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 21:54:24,337 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 22:38:30,052 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 22:38:30,053 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 22:38:30,054 - lightrag - INFO - Reranking is disabled
2025-10-31 22:38:30,316 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 22:38:30,317 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 22:38:30,318 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 22:38:30,318 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 22:38:30,319 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 22:38:30,319 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 22:38:31,464 - uvicorn.error - INFO - Started server process [4200]
2025-10-31 22:38:31,465 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 22:38:33,472 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 22:38:33,472 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 22:38:33,473 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 22:38:33,474 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 22:38:37,939 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 22:38:42,334 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 22:38:46,727 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 22:38:48,745 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 22:38:48,757 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 22:38:48,802 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 22:38:48,802 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 22:38:48,826 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 22:38:48,827 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 22:38:48,828 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 22:38:48,830 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 22:38:48,850 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:38:48,850 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:38:48,851 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:38:48,851 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 22:38:48,854 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 22:38:48,858 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:38:48,860 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 22:38:48,871 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:38:48,872 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 22:38:48,875 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:38:48,877 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:38:48,888 - uvicorn.error - INFO - Application startup complete.
2025-10-31 22:38:48,889 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-10-31 22:38:48,889 - uvicorn.error - INFO - Waiting for application shutdown.
2025-10-31 22:38:48,891 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-10-31 22:38:48,892 - lightrag - INFO - Successfully finalized 10 storages
2025-10-31 22:38:48,892 - uvicorn.error - INFO - Application shutdown complete.
2025-10-31 22:39:47,227 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 22:39:47,230 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 22:39:47,231 - lightrag - INFO - Reranking is disabled
2025-10-31 22:39:47,515 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 22:39:47,516 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 22:39:47,516 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 22:39:47,517 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 22:39:47,517 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 22:39:47,518 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 22:39:48,676 - uvicorn.error - INFO - Started server process [27916]
2025-10-31 22:39:48,676 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 22:39:50,685 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 22:39:50,685 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 22:39:50,686 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 22:39:50,687 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 22:39:55,097 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 22:39:59,467 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 22:40:03,862 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 22:40:05,881 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 22:40:05,898 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 22:40:05,940 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 22:40:05,941 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 22:40:05,963 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 22:40:05,964 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 22:40:05,965 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 22:40:05,967 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 22:40:05,988 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:40:05,989 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:40:05,989 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 22:40:05,989 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 22:40:05,992 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 22:40:05,995 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:40:05,997 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 22:40:06,009 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:40:06,010 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 22:40:06,013 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:40:06,016 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 22:40:06,024 - uvicorn.error - INFO - Application startup complete.
2025-10-31 22:40:06,025 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 22:51:54,429 - uvicorn.access - INFO - 127.0.0.1:53457 - "POST /upload HTTP/1.1" 404
2025-10-31 22:53:45,234 - uvicorn.access - INFO - 127.0.0.1:53744 - "POST /login HTTP/1.1" 200
2025-10-31 22:53:47,240 - uvicorn.access - INFO - 127.0.0.1:53750 - "POST /upload HTTP/1.1" 404
2025-10-31 22:55:14,948 - uvicorn.access - INFO - 127.0.0.1:53987 - "POST /login HTTP/1.1" 200
2025-10-31 22:55:16,955 - uvicorn.access - INFO - 127.0.0.1:53993 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 22:56:23,410 - uvicorn.access - INFO - 127.0.0.1:54178 - "POST /login HTTP/1.1" 200
2025-10-31 22:56:25,419 - uvicorn.access - INFO - 127.0.0.1:54185 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 22:57:02,426 - uvicorn.access - INFO - 127.0.0.1:54276 - "POST /login HTTP/1.1" 200
2025-10-31 22:57:04,434 - uvicorn.access - INFO - 127.0.0.1:54298 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 23:34:18,795 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-10-31 23:34:18,796 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-10-31 23:34:18,797 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-10-31 23:34:18,798 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-10-31 23:34:27,449 - lightrag - INFO - [_] Process 27916 drop Qdrant collection entities
2025-10-31 23:34:36,120 - lightrag - INFO - [_] Process 27916 drop Qdrant collection relationships
2025-10-31 23:34:44,754 - lightrag - INFO - [_] Process 27916 drop Qdrant collection chunks
2025-10-31 23:34:44,771 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-10-31 23:34:44,772 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-10-31 23:34:44,772 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-10-31 23:34:44,772 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-10-31 23:34:44,773 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-10-31 23:34:44,773 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-10-31 23:34:44,773 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-10-31 23:34:44,774 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-10-31 23:34:44,774 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-10-31 23:34:44,775 - uvicorn.access - INFO - 127.0.0.1:59872 - "DELETE /documents HTTP/1.1" 200
2025-10-31 23:34:44,820 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-10-31 23:34:44,821 - lightrag - INFO - Cleared all cache
2025-10-31 23:34:44,821 - uvicorn.access - INFO - 127.0.0.1:59957 - "POST /documents/clear_cache HTTP/1.1" 200
2025-10-31 23:35:23,146 - uvicorn.access - INFO - 127.0.0.1:60069 - "POST /login HTTP/1.1" 200
2025-10-31 23:35:25,156 - uvicorn.access - INFO - 127.0.0.1:60075 - "POST /documents/upload HTTP/1.1" 200
2025-10-31 23:35:32,499 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-10-31 23:35:33,594 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-10-31 23:35:33,595 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-10-31 23:42:14,156 - lightrag - INFO - OpenAI LLM Options: {}
2025-10-31 23:42:14,156 - lightrag - INFO - Ollama Embedding Options: {}
2025-10-31 23:42:14,157 - lightrag - INFO - Reranking is disabled
2025-10-31 23:42:14,425 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-10-31 23:42:14,425 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-10-31 23:42:14,426 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-10-31 23:42:14,427 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-10-31 23:42:14,427 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-10-31 23:42:14,428 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-10-31 23:42:15,619 - uvicorn.error - INFO - Started server process [20500]
2025-10-31 23:42:15,620 - uvicorn.error - INFO - Waiting for application startup.
2025-10-31 23:42:17,626 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-10-31 23:42:17,628 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-10-31 23:42:17,629 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-10-31 23:42:17,629 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-10-31 23:42:22,030 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-10-31 23:42:26,407 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-10-31 23:42:30,832 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-10-31 23:42:32,850 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-10-31 23:42:32,861 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-10-31 23:42:32,898 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-10-31 23:42:32,899 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-10-31 23:42:32,922 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-10-31 23:42:32,923 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-10-31 23:42:32,925 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-10-31 23:42:32,926 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-10-31 23:42:32,947 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 23:42:32,948 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 23:42:32,948 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-10-31 23:42:32,948 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-10-31 23:42:32,951 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-10-31 23:42:32,954 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 23:42:32,956 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-10-31 23:42:32,968 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 23:42:32,970 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-10-31 23:42:32,972 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 23:42:32,974 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-10-31 23:42:32,983 - uvicorn.error - INFO - Application startup complete.
2025-10-31 23:42:32,984 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-10-31 23:48:59,474 - uvicorn.access - INFO - 127.0.0.1:62012 - "POST /login HTTP/1.1" 200
2025-10-31 23:49:01,483 - uvicorn.access - INFO - 127.0.0.1:62018 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 00:00:12,432 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-01 00:00:12,433 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-01 00:00:12,434 - lightrag - INFO - Reranking is disabled
2025-11-01 00:00:12,693 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-01 00:00:12,694 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-01 00:00:12,694 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-01 00:00:12,695 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-01 00:00:12,695 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-01 00:00:12,696 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-01 00:00:13,976 - uvicorn.error - INFO - Started server process [10556]
2025-11-01 00:00:13,979 - uvicorn.error - INFO - Waiting for application startup.
2025-11-01 00:00:16,003 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-01 00:00:16,004 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-01 00:00:16,005 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-01 00:00:16,006 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-01 00:00:20,443 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-01 00:00:24,851 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-01 00:00:29,235 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-01 00:00:31,254 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-01 00:00:31,267 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-01 00:00:31,312 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-01 00:00:31,313 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-01 00:00:31,335 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-01 00:00:31,337 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-01 00:00:31,338 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-01 00:00:31,339 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-01 00:00:31,359 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 00:00:31,360 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 00:00:31,360 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 00:00:31,360 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-01 00:00:31,363 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-01 00:00:31,366 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 00:00:31,369 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-01 00:00:31,380 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 00:00:31,382 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-01 00:00:31,384 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 00:00:31,387 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 00:00:31,396 - uvicorn.error - INFO - Application startup complete.
2025-11-01 00:00:31,396 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-01 08:12:41,523 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-01 08:12:41,524 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-01 08:12:41,525 - lightrag - INFO - Reranking is disabled
2025-11-01 08:12:41,821 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-01 08:12:41,821 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-01 08:12:41,822 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-01 08:12:41,822 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-01 08:12:41,823 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-01 08:12:41,823 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-01 08:12:42,958 - uvicorn.error - INFO - Started server process [26428]
2025-11-01 08:12:42,958 - uvicorn.error - INFO - Waiting for application startup.
2025-11-01 08:12:44,964 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-01 08:12:44,965 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-01 08:12:44,966 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-01 08:12:44,966 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-01 08:12:49,358 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-01 08:12:53,744 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-01 08:12:58,140 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-01 08:13:00,162 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-01 08:13:00,177 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-01 08:13:00,217 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-01 08:13:00,218 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-01 08:13:00,241 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-01 08:13:00,243 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-01 08:13:00,244 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-01 08:13:00,245 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-01 08:13:00,268 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 08:13:00,268 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 08:13:00,268 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 08:13:00,269 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-01 08:13:00,272 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-01 08:13:00,274 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 08:13:00,277 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-01 08:13:00,288 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 08:13:00,289 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-01 08:13:00,292 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 08:13:00,296 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 08:13:00,305 - uvicorn.error - INFO - Application startup complete.
2025-11-01 08:13:00,306 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-01 08:28:49,986 - uvicorn.access - INFO - 127.0.0.1:63184 - "POST /documents/paginated HTTP/1.1" 401
2025-11-01 08:40:41,288 - uvicorn.access - INFO - 127.0.0.1:65261 - "POST /login HTTP/1.1" 200
2025-11-01 08:40:43,298 - uvicorn.access - INFO - 127.0.0.1:65267 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 08:40:47,440 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-01 08:40:50,781 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e9680e764ee822dd327cf3ca55104101
2025-11-01 08:40:52,081 - lightrag - INFO - Query nodes: ocr.pdf, Optical Character Recognition, Text extraction (top_k:5, cosine:0.2)
2025-11-01 08:40:52,082 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-01 08:40:54,521 - lightrag - INFO - Query edges: OCR, PDF content, Document analysis (top_k:5, cosine:0.2)
2025-11-01 08:40:58,960 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-01 08:40:58,961 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-01 08:40:58,961 - uvicorn.access - INFO - 127.0.0.1:65283 - "POST /query HTTP/1.1" 200
2025-11-01 08:45:25,702 - uvicorn.access - INFO - 127.0.0.1:49620 - "POST /login HTTP/1.1" 200
2025-11-01 08:45:27,711 - uvicorn.access - INFO - 127.0.0.1:49626 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 08:45:32,143 - lightrag - INFO - Query nodes: ocr.pdf, Optical Character Recognition, Text extraction (top_k:5, cosine:0.2)
2025-11-01 08:45:34,599 - lightrag - INFO - Query edges: OCR, PDF content, Document analysis (top_k:5, cosine:0.2)
2025-11-01 08:45:38,997 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-01 08:45:38,998 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-01 08:45:38,998 - uvicorn.access - INFO - 127.0.0.1:49638 - "POST /query HTTP/1.1" 200
2025-11-01 08:46:32,639 - uvicorn.access - INFO - 127.0.0.1:50282 - "POST /documents/upload HTTP/1.1" 401
2025-11-01 08:49:54,849 - uvicorn.access - INFO - 127.0.0.1:51018 - "POST /login HTTP/1.1" 200
2025-11-01 08:49:56,857 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-01 08:49:56,859 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-01 08:49:56,860 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-01 08:49:56,860 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-01 08:50:05,477 - lightrag - INFO - [_] Process 26428 drop Qdrant collection entities
2025-11-01 08:50:14,127 - lightrag - INFO - [_] Process 26428 drop Qdrant collection relationships
2025-11-01 08:50:22,799 - lightrag - INFO - [_] Process 26428 drop Qdrant collection chunks
2025-11-01 08:50:22,847 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-01 08:50:22,848 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-01 08:50:22,849 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-01 08:50:22,850 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-01 08:50:22,851 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-01 08:50:22,851 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-01 08:50:22,852 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-01 08:50:22,852 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-01 08:50:22,853 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-01 08:50:22,854 - uvicorn.access - INFO - 127.0.0.1:51024 - "DELETE /documents HTTP/1.1" 200
2025-11-01 08:50:26,862 - uvicorn.access - INFO - 127.0.0.1:51113 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 08:50:34,062 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-01 08:50:35,138 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-01 08:50:35,138 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-01 08:50:43,521 - lightrag - INFO -  == LLM cache == saving: mix:keywords:001292cb57be53d0a16e9a3505ca0e37
2025-11-01 08:50:44,580 - lightrag - INFO - Query nodes: High voltage, Electrical safety, Clearance distance (top_k:5, cosine:0.2)
2025-11-01 08:50:46,953 - lightrag - INFO - Query edges: Safety precautions, Minimum safe distance, High voltage safety (top_k:5, cosine:0.2)
2025-11-01 08:50:51,310 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-01 08:50:51,311 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-01 08:50:51,311 - uvicorn.access - INFO - 127.0.0.1:51148 - "POST /query HTTP/1.1" 200
2025-11-01 09:17:30,139 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-01 09:17:30,139 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-01 09:17:30,140 - lightrag - INFO - Reranking is disabled
2025-11-01 09:17:30,391 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-01 09:17:30,392 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-01 09:17:30,392 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-01 09:17:30,393 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-01 09:17:30,393 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-01 09:17:30,394 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-01 09:17:31,548 - uvicorn.error - INFO - Started server process [20652]
2025-11-01 09:17:31,548 - uvicorn.error - INFO - Waiting for application startup.
2025-11-01 09:17:33,556 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-01 09:17:33,556 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-01 09:17:33,557 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-01 09:17:33,558 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-01 09:17:37,985 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-01 09:17:42,366 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-01 09:17:46,829 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-01 09:17:48,846 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-01 09:17:48,861 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-01 09:17:48,911 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-01 09:17:48,912 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-01 09:17:48,941 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-01 09:17:48,942 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-01 09:17:48,944 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-01 09:17:48,945 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-01 09:17:48,979 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 09:17:48,980 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 09:17:48,980 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 09:17:48,980 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-01 09:17:48,984 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-01 09:17:48,989 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 09:17:48,992 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-01 09:17:49,013 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 09:17:49,015 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-01 09:17:49,018 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 09:17:49,022 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 09:17:49,034 - uvicorn.error - INFO - Application startup complete.
2025-11-01 09:17:49,035 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-01 09:38:55,680 - uvicorn.access - INFO - 127.0.0.1:50983 - "POST /login HTTP/1.1" 200
2025-11-01 09:38:57,690 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-01 09:38:57,692 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-01 09:38:57,692 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-01 09:38:57,694 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-01 09:39:06,332 - lightrag - INFO - [_] Process 20652 drop Qdrant collection entities
2025-11-01 09:39:14,981 - lightrag - INFO - [_] Process 20652 drop Qdrant collection relationships
2025-11-01 09:39:23,599 - lightrag - INFO - [_] Process 20652 drop Qdrant collection chunks
2025-11-01 09:39:23,660 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-01 09:39:23,661 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-01 09:39:23,661 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-01 09:39:23,661 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-01 09:39:23,661 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-01 09:39:23,662 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-01 09:39:23,662 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-01 09:39:23,662 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-01 09:39:23,663 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-01 09:39:23,664 - uvicorn.access - INFO - 127.0.0.1:50989 - "DELETE /documents HTTP/1.1" 200
2025-11-01 09:39:27,672 - uvicorn.access - INFO - 127.0.0.1:51078 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 09:39:36,219 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-01 09:39:37,329 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-01 09:39:37,329 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-01 09:39:43,126 - lightrag - INFO - Query nodes: High voltage, Electrical safety, Clearance distance (top_k:5, cosine:0.2)
2025-11-01 09:39:43,127 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-01 09:39:45,543 - lightrag - INFO - Query edges: Safety precautions, Minimum safe distance, High voltage safety (top_k:5, cosine:0.2)
2025-11-01 09:39:49,950 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-01 09:39:49,951 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-01 09:39:49,952 - uvicorn.access - INFO - 127.0.0.1:51113 - "POST /query HTTP/1.1" 200
2025-11-01 11:09:55,680 - uvicorn.access - INFO - 127.0.0.1:63849 - "POST /auth/login HTTP/1.1" 404
2025-11-01 11:11:34,964 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-01 11:11:34,964 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-01 11:11:34,965 - lightrag - INFO - Reranking is disabled
2025-11-01 11:11:35,236 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-01 11:11:35,236 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-01 11:11:35,237 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-01 11:11:35,237 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-01 11:11:35,242 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-01 11:11:35,253 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-01 11:11:36,396 - uvicorn.error - INFO - Started server process [24696]
2025-11-01 11:11:36,396 - uvicorn.error - INFO - Waiting for application startup.
2025-11-01 11:11:38,404 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-01 11:11:38,404 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-01 11:11:38,405 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-01 11:11:38,405 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-01 11:11:42,832 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-01 11:11:47,241 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-01 11:11:51,623 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-01 11:11:53,639 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-01 11:11:53,651 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-01 11:11:53,692 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-01 11:11:53,692 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-01 11:11:53,714 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-01 11:11:53,715 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-01 11:11:53,716 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-01 11:11:53,718 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-01 11:11:53,739 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 11:11:53,739 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 11:11:53,739 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-01 11:11:53,740 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-01 11:11:53,742 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-01 11:11:53,745 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 11:11:53,747 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-01 11:11:53,759 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 11:11:53,761 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-01 11:11:53,763 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 11:11:53,765 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-01 11:11:53,774 - uvicorn.error - INFO - Application startup complete.
2025-11-01 11:11:53,774 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-01 13:21:04,586 - uvicorn.access - INFO - 127.0.0.1:51304 - "POST /token HTTP/1.1" 404
2025-11-01 13:22:29,424 - uvicorn.access - INFO - 127.0.0.1:51521 - "POST /clear_documents HTTP/1.1" 404
2025-11-01 13:22:31,432 - uvicorn.access - INFO - 127.0.0.1:51527 - "POST /upload HTTP/1.1" 404
2025-11-01 13:25:19,680 - uvicorn.access - INFO - 127.0.0.1:51993 - "DELETE /documents?api_key_header_value=jleu1212 HTTP/1.1" 401
2025-11-01 13:25:21,688 - uvicorn.access - INFO - 127.0.0.1:51999 - "POST /documents/upload?api_key_header_value=jleu1212 HTTP/1.1" 401
2025-11-01 13:26:44,836 - uvicorn.access - INFO - 127.0.0.1:52226 - "POST /login HTTP/1.1" 200
2025-11-01 13:26:46,842 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-01 13:26:46,842 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-01 13:26:46,843 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-01 13:26:46,844 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-01 13:26:55,506 - lightrag - INFO - [_] Process 24696 drop Qdrant collection entities
2025-11-01 13:27:04,164 - lightrag - INFO - [_] Process 24696 drop Qdrant collection relationships
2025-11-01 13:27:12,798 - lightrag - INFO - [_] Process 24696 drop Qdrant collection chunks
2025-11-01 13:27:12,857 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-01 13:27:12,857 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-01 13:27:12,858 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-01 13:27:12,858 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-01 13:27:12,858 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-01 13:27:12,859 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-01 13:27:12,859 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-01 13:27:12,859 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-01 13:27:12,860 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-01 13:27:12,861 - uvicorn.access - INFO - 127.0.0.1:52232 - "DELETE /documents HTTP/1.1" 200
2025-11-01 13:27:14,867 - uvicorn.access - INFO - 127.0.0.1:52356 - "POST /documents/upload HTTP/1.1" 200
2025-11-01 13:27:22,230 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-01 13:27:23,272 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-01 13:27:23,272 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-01 13:27:28,985 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-01 13:27:32,506 - lightrag - INFO -  == LLM cache == saving: mix:keywords:2f7851acd2d59b0882f213711b881f68
2025-11-01 13:27:33,777 - lightrag - INFO - Query nodes: Personal protective equipment, Emergency procedures, Workplace safety, Accident prevention (top_k:5, cosine:0.2)
2025-11-01 13:27:33,778 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-01 13:27:36,195 - lightrag - INFO - Query edges: Safety precautions, Risk management, Hazard prevention (top_k:5, cosine:0.2)
2025-11-01 13:27:40,594 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-01 13:27:40,595 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-01 13:27:40,596 - uvicorn.access - INFO - 127.0.0.1:52391 - "POST /query HTTP/1.1" 200
2025-11-03 23:48:54,928 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-03 23:48:54,928 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-03 23:48:54,929 - lightrag - INFO - Reranking is disabled
2025-11-03 23:48:55,248 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-03 23:48:55,248 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-03 23:48:55,249 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-03 23:48:55,249 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-03 23:48:55,250 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-03 23:48:55,250 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-03 23:48:56,362 - uvicorn.error - INFO - Started server process [23140]
2025-11-03 23:48:56,363 - uvicorn.error - INFO - Waiting for application startup.
2025-11-03 23:48:58,380 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-03 23:48:58,380 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-03 23:48:58,381 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-03 23:48:58,382 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-03 23:49:02,781 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-03 23:49:07,162 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-03 23:49:11,521 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-03 23:49:15,232 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-03 23:49:15,518 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-03 23:49:15,563 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-03 23:49:15,566 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-03 23:49:15,608 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-03 23:49:15,609 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-03 23:49:15,611 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-03 23:49:15,612 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-03 23:49:15,641 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-03 23:49:15,642 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-03 23:49:15,642 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-03 23:49:15,642 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-03 23:49:15,646 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-03 23:49:15,649 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-03 23:49:15,651 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-03 23:49:15,663 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-03 23:49:15,664 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-03 23:49:15,666 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-03 23:49:15,669 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-03 23:49:15,931 - uvicorn.error - INFO - Application startup complete.
2025-11-03 23:49:15,932 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-03 23:49:23,960 - uvicorn.access - INFO - 127.0.0.1:62190 - "POST /documents/paginated HTTP/1.1" 401
2025-11-03 23:49:25,901 - uvicorn.access - INFO - 127.0.0.1:62204 - "POST /login HTTP/1.1" 200
2025-11-03 23:49:34,425 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-03 23:49:34,436 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-03 23:49:34,440 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-03 23:49:34,441 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-03 23:49:43,104 - lightrag - INFO - [_] Process 23140 drop Qdrant collection entities
2025-11-03 23:49:51,823 - lightrag - INFO - [_] Process 23140 drop Qdrant collection relationships
2025-11-03 23:50:00,461 - lightrag - INFO - [_] Process 23140 drop Qdrant collection chunks
2025-11-03 23:50:00,468 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-03 23:50:00,469 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-03 23:50:00,469 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-03 23:50:00,469 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-03 23:50:00,470 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-03 23:50:00,470 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-03 23:50:00,470 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-03 23:50:00,471 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-03 23:50:00,471 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-03 23:50:00,472 - uvicorn.access - INFO - 127.0.0.1:62260 - "DELETE /documents HTTP/1.1" 200
2025-11-03 23:50:00,496 - lightrag - INFO - [_] Dropped 3 keys from llm_response_cache
2025-11-03 23:50:00,506 - lightrag - INFO - Cleared all cache
2025-11-03 23:50:00,510 - uvicorn.access - INFO - 127.0.0.1:62309 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-03 23:50:11,942 - uvicorn.access - INFO - 127.0.0.1:62316 - "POST /documents/upload HTTP/1.1" 200
2025-11-03 23:50:19,397 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-03 23:50:20,448 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-03 23:50:20,449 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 00:11:16,258 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 00:11:16,259 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 00:11:16,260 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 00:11:16,260 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 00:11:24,856 - lightrag - INFO - [_] Process 23140 drop Qdrant collection entities
2025-11-04 00:11:33,495 - lightrag - INFO - [_] Process 23140 drop Qdrant collection relationships
2025-11-04 00:11:42,125 - lightrag - INFO - [_] Process 23140 drop Qdrant collection chunks
2025-11-04 00:11:42,155 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 00:11:42,155 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 00:11:42,156 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 00:11:42,156 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 00:11:42,156 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 00:11:42,157 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 00:11:42,157 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 00:11:42,157 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 00:11:42,158 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 00:11:42,158 - uvicorn.access - INFO - 127.0.0.1:63151 - "DELETE /documents HTTP/1.1" 200
2025-11-04 00:11:44,174 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-11-04 00:11:44,175 - lightrag - INFO - Cleared all cache
2025-11-04 00:11:44,175 - uvicorn.access - INFO - 127.0.0.1:63188 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-04 00:11:50,884 - uvicorn.access - INFO - 127.0.0.1:63206 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 00:11:56,488 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 00:11:57,337 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 00:11:57,337 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 00:17:00,089 - uvicorn.access - INFO - 127.0.0.1:63356 - "DELETE /documents HTTP/1.1" 401
2025-11-04 00:18:24,858 - uvicorn.access - INFO - 127.0.0.1:63385 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 00:20:47,881 - uvicorn.access - INFO - 127.0.0.1:63448 - "POST /auth/login HTTP/1.1" 404
2025-11-04 00:53:04,539 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 00:53:04,540 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 00:53:04,541 - lightrag - INFO - Reranking is disabled
2025-11-04 00:53:04,883 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 00:53:04,884 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 00:53:04,884 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 00:53:04,885 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 00:53:04,885 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 00:53:04,886 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 00:53:06,054 - uvicorn.error - INFO - Started server process [23564]
2025-11-04 00:53:06,054 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 00:53:08,061 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 00:53:08,061 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 00:53:08,062 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 00:53:08,063 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 00:53:12,452 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 00:53:16,835 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 00:53:21,221 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 00:53:23,249 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 00:53:23,269 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 00:53:23,310 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 00:53:23,311 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 00:53:23,335 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 00:53:23,336 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 00:53:23,338 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 00:53:23,339 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 00:53:23,360 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:53:23,361 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:53:23,361 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:53:23,362 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 00:53:23,364 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 00:53:23,367 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:53:23,369 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 00:53:23,381 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:53:23,382 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 00:53:23,384 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:53:23,387 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:53:23,401 - uvicorn.error - INFO - Application startup complete.
2025-11-04 00:53:23,402 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 00:54:53,799 - uvicorn.access - INFO - 127.0.0.1:64342 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 00:55:30,478 - uvicorn.access - INFO - 127.0.0.1:64355 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 00:56:54,976 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 00:56:54,976 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 00:56:54,977 - lightrag - INFO - Reranking is disabled
2025-11-04 00:56:55,308 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 00:56:55,309 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 00:56:55,310 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 00:56:55,310 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 00:56:55,311 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 00:56:55,312 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 00:56:56,479 - uvicorn.error - INFO - Started server process [24876]
2025-11-04 00:56:56,480 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 00:56:58,488 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 00:56:58,488 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 00:56:58,489 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 00:56:58,490 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 00:57:02,919 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 00:57:07,292 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 00:57:11,682 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 00:57:13,706 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 00:57:13,761 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 00:57:13,824 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 00:57:13,838 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 00:57:13,864 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 00:57:13,865 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 00:57:13,866 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 00:57:13,868 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 00:57:13,888 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:57:13,889 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:57:13,889 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:57:13,890 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 00:57:13,892 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 00:57:13,895 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:57:13,897 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 00:57:13,909 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:57:13,910 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 00:57:13,913 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:57:13,915 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:57:13,926 - uvicorn.error - INFO - Application startup complete.
2025-11-04 00:57:13,927 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-11-04 00:57:13,928 - uvicorn.error - INFO - Waiting for application shutdown.
2025-11-04 00:57:13,930 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-11-04 00:57:13,931 - lightrag - INFO - Successfully finalized 10 storages
2025-11-04 00:57:13,931 - uvicorn.error - INFO - Application shutdown complete.
2025-11-04 00:58:02,001 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 00:58:02,001 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 00:58:02,002 - lightrag - INFO - Reranking is disabled
2025-11-04 00:58:02,293 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 00:58:02,294 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 00:58:02,294 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 00:58:02,295 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 00:58:02,295 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 00:58:02,296 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 00:58:03,431 - uvicorn.error - INFO - Started server process [20524]
2025-11-04 00:58:03,432 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 00:58:05,440 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 00:58:05,441 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 00:58:05,441 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 00:58:05,442 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 00:58:09,874 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 00:58:14,274 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 00:58:18,695 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 00:58:20,717 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 00:58:20,736 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 00:58:20,776 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 00:58:20,777 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 00:58:20,799 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 00:58:20,801 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 00:58:20,802 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 00:58:20,803 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 00:58:20,824 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:58:20,824 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:58:20,825 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 00:58:20,825 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 00:58:20,828 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 00:58:20,831 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:58:20,833 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 00:58:20,845 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:58:20,846 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 00:58:20,848 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:58:20,851 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 00:58:20,862 - uvicorn.error - INFO - Application startup complete.
2025-11-04 00:58:20,863 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 07:35:50,804 - uvicorn.access - INFO - 127.0.0.1:55373 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 14:41:49,062 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 14:41:49,062 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 14:41:49,063 - lightrag - INFO - Reranking is disabled
2025-11-04 14:41:49,343 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 14:41:49,343 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 14:41:49,344 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 14:41:49,344 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 14:41:49,344 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 14:41:49,345 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 14:41:50,608 - uvicorn.error - INFO - Started server process [5588]
2025-11-04 14:41:50,608 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 14:41:52,616 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 14:41:52,616 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 14:41:52,617 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 14:41:52,617 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 14:41:57,061 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 14:42:01,483 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 14:42:05,924 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 14:42:07,989 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 14:42:08,010 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 14:42:08,060 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 14:42:08,061 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 14:42:08,083 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 14:42:08,084 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 14:42:08,085 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 14:42:08,086 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 14:42:08,108 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:42:08,108 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:42:08,109 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:42:08,109 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 14:42:08,112 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 14:42:08,116 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:42:08,118 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 14:42:08,130 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:42:08,132 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 14:42:08,136 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:42:08,138 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:42:08,153 - uvicorn.error - INFO - Application startup complete.
2025-11-04 14:42:08,153 - uvicorn.error - ERROR - [Errno 10048] error while attempting to bind on address ('0.0.0.0', 3015): only one usage of each socket address (protocol/network address/port) is normally permitted
2025-11-04 14:42:08,154 - uvicorn.error - INFO - Waiting for application shutdown.
2025-11-04 14:42:08,157 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-11-04 14:42:08,157 - lightrag - INFO - Successfully finalized 10 storages
2025-11-04 14:42:08,158 - uvicorn.error - INFO - Application shutdown complete.
2025-11-04 14:43:41,914 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 14:43:41,914 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 14:43:41,915 - lightrag - INFO - Reranking is disabled
2025-11-04 14:43:42,258 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 14:43:42,259 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 14:43:42,259 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 14:43:42,260 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 14:43:42,260 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 14:43:42,261 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 14:43:43,576 - uvicorn.error - INFO - Started server process [24944]
2025-11-04 14:43:43,577 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 14:43:45,584 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 14:43:45,585 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 14:43:45,586 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 14:43:45,586 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 14:43:50,046 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 14:43:54,432 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 14:43:58,842 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 14:44:00,892 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 14:44:00,922 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 14:44:00,988 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 14:44:00,989 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 14:44:01,017 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 14:44:01,018 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 14:44:01,020 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 14:44:01,021 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 14:44:01,046 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:44:01,047 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:44:01,047 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 14:44:01,047 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 14:44:01,051 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 14:44:01,054 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:44:01,058 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 14:44:01,074 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:44:01,076 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 14:44:01,079 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:44:01,083 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 14:44:01,099 - uvicorn.error - INFO - Application startup complete.
2025-11-04 14:44:01,100 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 14:50:00,198 - uvicorn.access - INFO - 127.0.0.1:52341 - "POST /login HTTP/1.1" 422
2025-11-04 14:50:20,680 - uvicorn.access - INFO - 127.0.0.1:52345 - "POST /login HTTP/1.1" 200
2025-11-04 14:50:22,688 - uvicorn.access - INFO - 127.0.0.1:52347 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 14:50:34,694 - uvicorn.access - INFO - 127.0.0.1:52349 - "POST /search HTTP/1.1" 404
2025-11-04 14:50:57,835 - uvicorn.access - INFO - 127.0.0.1:52437 - "DELETE /documents HTTP/1.1" 401
2025-11-04 14:53:35,919 - uvicorn.access - INFO - 127.0.0.1:52628 - "POST /login HTTP/1.1" 200
2025-11-04 14:53:37,929 - uvicorn.access - INFO - 127.0.0.1:52630 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 14:53:49,934 - uvicorn.access - INFO - 127.0.0.1:52648 - "POST /search HTTP/1.1" 404
2025-11-04 14:55:07,729 - uvicorn.access - INFO - 127.0.0.1:52750 - "POST /api/search HTTP/1.1" 404
2025-11-04 14:55:09,736 - uvicorn.access - INFO - 127.0.0.1:52752 - "POST /query/data HTTP/1.1" 401
2025-11-04 14:55:11,740 - uvicorn.access - INFO - 127.0.0.1:52754 - "POST /search HTTP/1.1" 404
2025-11-04 14:57:00,194 - uvicorn.access - INFO - 127.0.0.1:53081 - "POST /search HTTP/1.1" 404
2025-11-04 14:57:02,200 - uvicorn.access - INFO - 127.0.0.1:53083 - "POST /api/search HTTP/1.1" 404
2025-11-04 14:57:04,207 - uvicorn.access - INFO - 127.0.0.1:53085 - "POST /query HTTP/1.1" 401
2025-11-04 14:57:06,213 - uvicorn.access - INFO - 127.0.0.1:53087 - "POST /api/query HTTP/1.1" 404
2025-11-04 14:57:08,221 - uvicorn.access - INFO - 127.0.0.1:53089 - "POST /rag/search HTTP/1.1" 404
2025-11-04 14:57:10,225 - uvicorn.access - INFO - 127.0.0.1:53091 - "POST /api/rag/search HTTP/1.1" 404
2025-11-04 14:58:06,694 - uvicorn.access - INFO - 127.0.0.1:53163 - "POST /login HTTP/1.1" 200
2025-11-04 14:58:08,704 - uvicorn.access - INFO - 127.0.0.1:53165 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 14:58:20,722 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-04 14:58:23,347 - lightrag - WARNING - low_level_keywords is empty
2025-11-04 14:58:23,347 - lightrag - WARNING - high_level_keywords is empty
2025-11-04 14:58:23,348 - lightrag - WARNING - Forced low_level_keywords to origin query: test
2025-11-04 14:58:24,693 - lightrag - INFO - Query nodes: test (top_k:10, cosine:0.2)
2025-11-04 14:58:24,693 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-04 14:58:29,124 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 14:58:29,124 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 14:58:29,125 - uvicorn.access - INFO - 127.0.0.1:53169 - "POST /query HTTP/1.1" 200
2025-11-04 14:59:05,757 - uvicorn.access - INFO - 127.0.0.1:53250 - "POST /login HTTP/1.1" 200
2025-11-04 14:59:38,261 - uvicorn.access - INFO - 127.0.0.1:53292 - "POST /login HTTP/1.1" 200
2025-11-04 17:12:20,733 - uvicorn.access - INFO - 127.0.0.1:57073 - "POST /documents/paginated HTTP/1.1" 401
2025-11-04 17:12:22,429 - uvicorn.access - INFO - 127.0.0.1:57085 - "POST /login HTTP/1.1" 200
2025-11-04 17:22:56,087 - uvicorn.access - INFO - 127.0.0.1:57517 - "POST /login HTTP/1.1" 200
2025-11-04 17:22:58,095 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 17:22:58,096 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 17:22:58,097 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 17:22:58,098 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 17:23:06,720 - lightrag - INFO - [_] Process 24944 drop Qdrant collection entities
2025-11-04 17:23:15,365 - lightrag - INFO - [_] Process 24944 drop Qdrant collection relationships
2025-11-04 17:23:23,992 - lightrag - INFO - [_] Process 24944 drop Qdrant collection chunks
2025-11-04 17:23:24,014 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 17:23:24,016 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 17:23:24,017 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 17:23:24,018 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 17:23:24,018 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 17:23:24,018 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 17:23:24,019 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 17:23:24,019 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 17:23:24,019 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 17:23:24,020 - uvicorn.access - INFO - 127.0.0.1:57538 - "DELETE /documents HTTP/1.1" 200
2025-11-04 17:33:35,221 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 17:33:35,222 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 17:33:35,222 - lightrag - INFO - Reranking is disabled
2025-11-04 17:33:35,544 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 17:33:35,545 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 17:33:35,545 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 17:33:35,545 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 17:33:35,546 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 17:33:35,546 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 17:33:36,852 - uvicorn.error - INFO - Started server process [23156]
2025-11-04 17:33:36,852 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 17:33:38,859 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 17:33:38,860 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 17:33:38,861 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 17:33:38,861 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 17:33:43,398 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 17:33:47,875 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 17:33:52,283 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 17:33:54,316 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 17:33:54,346 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 17:33:54,386 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 17:33:54,387 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 17:33:54,409 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 17:33:54,411 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 17:33:54,412 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 17:33:54,413 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 17:33:54,433 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:33:54,433 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:33:54,433 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:33:54,434 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 17:33:54,436 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 17:33:54,439 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:33:54,441 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 17:33:54,453 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:33:54,455 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 17:33:54,457 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:33:54,459 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:33:54,469 - uvicorn.error - INFO - Application startup complete.
2025-11-04 17:33:54,470 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 17:52:16,776 - uvicorn.access - INFO - 127.0.0.1:62436 - "POST /login HTTP/1.1" 200
2025-11-04 17:52:18,783 - uvicorn.access - INFO - 127.0.0.1:62438 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 17:52:26,564 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 17:52:27,734 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 17:52:27,734 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 17:52:30,790 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-04 17:52:33,158 - lightrag - WARNING - low_level_keywords is empty
2025-11-04 17:52:33,159 - lightrag - WARNING - high_level_keywords is empty
2025-11-04 17:52:33,159 - lightrag - WARNING - Forced low_level_keywords to origin query: test
2025-11-04 17:52:34,374 - lightrag - INFO - Query nodes: test (top_k:10, cosine:0.2)
2025-11-04 17:52:34,374 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-04 17:52:38,815 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 17:52:38,815 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 17:52:38,816 - uvicorn.access - INFO - 127.0.0.1:62441 - "POST /query HTTP/1.1" 200
2025-11-04 17:57:25,223 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 17:57:25,223 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 17:57:25,224 - lightrag - INFO - Reranking is disabled
2025-11-04 17:57:25,505 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 17:57:25,506 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 17:57:25,506 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 17:57:25,507 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 17:57:25,507 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 17:57:25,507 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 17:57:26,692 - uvicorn.error - INFO - Started server process [27736]
2025-11-04 17:57:26,693 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 17:57:28,701 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 17:57:28,702 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 17:57:28,702 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 17:57:28,703 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 17:57:33,129 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 17:57:37,544 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 17:57:42,024 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 17:57:44,051 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 17:57:44,084 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 17:57:44,155 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 17:57:44,156 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 17:57:44,185 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 17:57:44,186 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 17:57:44,187 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 17:57:44,188 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 17:57:44,211 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:57:44,211 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:57:44,211 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 17:57:44,212 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 17:57:44,214 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 17:57:44,217 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:57:44,219 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 17:57:44,231 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:57:44,232 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 17:57:44,235 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:57:44,238 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 17:57:44,250 - uvicorn.error - INFO - Application startup complete.
2025-11-04 17:57:44,250 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 18:19:33,614 - uvicorn.access - INFO - 127.0.0.1:63044 - "POST /login HTTP/1.1" 200
2025-11-04 18:19:35,623 - uvicorn.access - INFO - 127.0.0.1:63046 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 18:19:47,633 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-04 18:19:49,622 - lightrag - WARNING - low_level_keywords is empty
2025-11-04 18:19:49,623 - lightrag - WARNING - high_level_keywords is empty
2025-11-04 18:19:49,623 - lightrag - WARNING - Forced low_level_keywords to origin query: test
2025-11-04 18:19:50,898 - lightrag - INFO - Query nodes: test (top_k:10, cosine:0.2)
2025-11-04 18:19:50,898 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-04 18:19:55,286 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 18:19:55,286 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 18:19:55,287 - uvicorn.access - INFO - 127.0.0.1:63048 - "POST /query HTTP/1.1" 200
2025-11-04 19:13:55,764 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 19:13:55,765 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 19:13:55,766 - lightrag - INFO - Reranking is disabled
2025-11-04 19:13:56,032 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 19:13:56,032 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 19:13:56,033 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 19:13:56,033 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 19:13:56,034 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 19:13:56,034 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 19:13:57,148 - uvicorn.error - INFO - Started server process [29404]
2025-11-04 19:13:57,149 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 19:13:59,159 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 19:13:59,159 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 19:13:59,160 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 19:13:59,160 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 19:14:03,561 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 19:14:07,962 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 19:14:12,315 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 19:14:14,338 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 19:14:14,350 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 19:14:14,398 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 19:14:14,398 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 19:14:14,427 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 19:14:14,428 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 19:14:14,429 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 19:14:14,431 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 19:14:14,453 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:14:14,453 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:14:14,453 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:14:14,454 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 19:14:14,456 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 19:14:14,459 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:14:14,461 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 19:14:14,474 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:14:14,475 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 19:14:14,477 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:14:14,479 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:14:14,489 - uvicorn.error - INFO - Application startup complete.
2025-11-04 19:14:14,490 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 19:14:27,923 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 19:14:27,931 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 19:14:27,932 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 19:14:27,933 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 19:14:36,561 - lightrag - INFO - [_] Process 29404 drop Qdrant collection entities
2025-11-04 19:14:45,187 - lightrag - INFO - [_] Process 29404 drop Qdrant collection relationships
2025-11-04 19:14:53,813 - lightrag - INFO - [_] Process 29404 drop Qdrant collection chunks
2025-11-04 19:14:53,819 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 19:14:53,819 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 19:14:53,820 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 19:14:53,820 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 19:14:53,820 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 19:14:53,820 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 19:14:53,821 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 19:14:53,821 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 19:14:53,821 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 19:14:53,822 - uvicorn.access - INFO - 127.0.0.1:63887 - "DELETE /documents HTTP/1.1" 200
2025-11-04 19:14:53,838 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-11-04 19:14:53,838 - lightrag - INFO - Cleared all cache
2025-11-04 19:14:53,839 - uvicorn.access - INFO - 127.0.0.1:63926 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-04 19:15:19,021 - uvicorn.access - INFO - 127.0.0.1:63945 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 19:15:26,740 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 19:15:27,796 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 19:15:27,796 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 19:21:00,029 - uvicorn.error - INFO - Shutting down
2025-11-04 19:21:00,130 - uvicorn.error - INFO - Waiting for application shutdown.
2025-11-04 19:21:00,133 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-11-04 19:21:00,133 - lightrag - INFO - Successfully finalized 10 storages
2025-11-04 19:21:00,133 - uvicorn.error - INFO - Application shutdown complete.
2025-11-04 19:21:00,134 - uvicorn.error - INFO - Finished server process [29404]
2025-11-04 19:21:23,663 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 19:21:23,664 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 19:21:23,665 - lightrag - INFO - Reranking is disabled
2025-11-04 19:21:23,904 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 19:21:23,904 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 19:21:23,905 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 19:21:23,905 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 19:21:23,905 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 19:21:23,906 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 19:21:24,936 - uvicorn.error - INFO - Started server process [27056]
2025-11-04 19:21:24,937 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 19:21:26,944 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 19:21:26,944 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 19:21:26,945 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 19:21:26,945 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 19:21:31,313 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 19:21:35,654 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 19:21:40,044 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 19:21:42,064 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 19:21:42,082 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 19:21:42,128 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 19:21:42,128 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 19:21:42,157 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 19:21:42,158 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 19:21:42,160 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 19:21:42,161 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 19:21:42,187 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:21:42,188 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:21:42,188 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:21:42,189 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 19:21:42,192 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 19:21:42,195 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:21:42,198 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 19:21:42,212 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:21:42,214 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 19:21:42,217 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:21:42,219 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:21:42,230 - uvicorn.error - INFO - Application startup complete.
2025-11-04 19:21:42,231 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 19:21:56,479 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 19:21:56,500 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 19:21:56,501 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 19:21:56,503 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 19:22:05,134 - lightrag - INFO - [_] Process 27056 drop Qdrant collection entities
2025-11-04 19:22:13,737 - lightrag - INFO - [_] Process 27056 drop Qdrant collection relationships
2025-11-04 19:22:22,431 - lightrag - INFO - [_] Process 27056 drop Qdrant collection chunks
2025-11-04 19:22:22,437 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 19:22:22,437 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 19:22:22,438 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 19:22:22,438 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 19:22:22,438 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 19:22:22,439 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 19:22:22,439 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 19:22:22,439 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 19:22:22,439 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 19:22:22,440 - uvicorn.access - INFO - 127.0.0.1:64178 - "DELETE /documents HTTP/1.1" 200
2025-11-04 19:22:22,465 - lightrag - INFO - [_] Dropped 0 keys from llm_response_cache
2025-11-04 19:22:22,470 - lightrag - INFO - Cleared all cache
2025-11-04 19:22:22,470 - uvicorn.access - INFO - 127.0.0.1:64215 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-04 19:22:34,551 - uvicorn.access - INFO - 127.0.0.1:64219 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 19:22:42,135 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 19:22:43,201 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 19:22:43,202 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 19:23:54,955 - uvicorn.error - INFO - Shutting down
2025-11-04 19:23:55,057 - uvicorn.error - INFO - Waiting for application shutdown.
2025-11-04 19:23:55,060 - lightrag - INFO - Closed PostgreSQL database connection pool
2025-11-04 19:23:55,060 - lightrag - INFO - Successfully finalized 10 storages
2025-11-04 19:23:55,060 - uvicorn.error - INFO - Application shutdown complete.
2025-11-04 19:23:55,061 - uvicorn.error - INFO - Finished server process [27056]
2025-11-04 19:39:07,913 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 19:39:07,913 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 19:39:07,914 - lightrag - INFO - Reranking is disabled
2025-11-04 19:39:08,217 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 19:39:08,218 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 19:39:08,218 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 19:39:08,219 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 19:39:08,219 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 19:39:08,220 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 19:39:09,427 - uvicorn.error - INFO - Started server process [25896]
2025-11-04 19:39:09,428 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 19:39:11,436 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 19:39:11,436 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 19:39:11,437 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 19:39:11,438 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 19:39:15,890 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 19:39:20,292 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 19:39:24,675 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 19:39:26,692 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 19:39:26,706 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 19:39:26,746 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 19:39:26,747 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 19:39:26,772 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 19:39:26,773 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 19:39:26,774 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 19:39:26,775 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 19:39:26,797 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:39:26,797 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:39:26,798 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 19:39:26,798 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 19:39:26,801 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 19:39:26,804 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:39:26,806 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 19:39:26,817 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:39:26,819 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 19:39:26,821 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:39:26,823 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 19:39:26,834 - uvicorn.error - INFO - Application startup complete.
2025-11-04 19:39:26,835 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 21:17:49,316 - uvicorn.access - INFO - 127.0.0.1:51076 - "POST /api/documents/upload HTTP/1.1" 404
2025-11-04 21:20:09,307 - uvicorn.access - INFO - 127.0.0.1:51219 - "POST /api/documents/upload HTTP/1.1" 404
2025-11-04 21:20:25,103 - uvicorn.access - INFO - 127.0.0.1:51225 - "POST /api/documents/upload HTTP/1.1" 404
2025-11-04 21:21:54,301 - uvicorn.access - INFO - 127.0.0.1:51225 - "POST /documents/upload HTTP/1.1" 400
2025-11-04 21:33:29,242 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 21:33:29,243 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 21:33:29,244 - lightrag - INFO - Reranking is disabled
2025-11-04 21:33:29,497 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 21:33:29,497 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 21:33:29,498 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 21:33:29,498 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 21:33:29,499 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 21:33:29,499 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 21:33:30,568 - uvicorn.error - INFO - Started server process [27492]
2025-11-04 21:33:30,568 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 21:33:32,578 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 21:33:32,578 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 21:33:32,579 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 21:33:32,580 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 21:33:36,929 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 21:33:41,285 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 21:33:45,625 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 21:33:47,651 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 21:33:47,665 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 21:33:47,714 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 21:33:47,715 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 21:33:47,742 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 21:33:47,743 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 21:33:47,745 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 21:33:47,746 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 21:33:47,770 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:33:47,771 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:33:47,771 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:33:47,771 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 21:33:47,774 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 21:33:47,777 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:33:47,780 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 21:33:47,793 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:33:47,794 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 21:33:47,797 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:33:47,799 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:33:47,809 - uvicorn.error - INFO - Application startup complete.
2025-11-04 21:33:47,810 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 21:34:21,221 - uvicorn.access - INFO - 127.0.0.1:51570 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 21:35:15,687 - uvicorn.access - INFO - 127.0.0.1:51593 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 21:35:45,067 - uvicorn.access - INFO - 127.0.0.1:51600 - "POST /login HTTP/1.1" 422
2025-11-04 21:36:01,820 - uvicorn.access - INFO - 127.0.0.1:51620 - "POST /login HTTP/1.1" 401
2025-11-04 21:55:20,319 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 21:55:20,319 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 21:55:20,320 - lightrag - INFO - Reranking is disabled
2025-11-04 21:55:20,609 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 21:55:20,610 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 21:55:20,610 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 21:55:20,611 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 21:55:20,611 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 21:55:20,612 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 21:55:21,680 - uvicorn.error - INFO - Started server process [2472]
2025-11-04 21:55:21,680 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 21:55:23,688 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 21:55:23,689 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 21:55:23,689 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 21:55:23,690 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 21:55:28,052 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 21:55:32,454 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 21:55:36,829 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 21:55:38,845 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 21:55:38,856 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 21:55:38,900 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 21:55:38,901 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 21:55:38,928 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 21:55:38,929 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 21:55:38,931 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 21:55:38,932 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 21:55:38,960 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:55:38,960 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:55:38,961 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 21:55:38,961 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 21:55:38,965 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 21:55:38,969 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:55:38,973 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 21:55:38,989 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:55:38,991 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 21:55:38,994 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:55:38,997 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 21:55:39,010 - uvicorn.error - INFO - Application startup complete.
2025-11-04 21:55:39,011 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-04 22:08:26,782 - uvicorn.access - INFO - 127.0.0.1:52384 - "POST /login HTTP/1.1" 200
2025-11-04 22:08:51,777 - uvicorn.access - INFO - 127.0.0.1:52412 - "POST /api/search HTTP/1.1" 404
2025-11-04 22:09:19,537 - uvicorn.access - INFO - 127.0.0.1:52415 - "POST /xmlrpc.php HTTP/1.1" 404
2025-11-04 22:10:34,658 - uvicorn.access - INFO - 127.0.0.1:52536 - "POST /login HTTP/1.1" 200
2025-11-04 22:10:36,664 - uvicorn.access - INFO - 127.0.0.1:52555 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 22:11:31,405 - uvicorn.access - INFO - 127.0.0.1:52608 - "POST /login HTTP/1.1" 200
2025-11-04 22:11:35,419 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 22:11:35,421 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 22:11:35,421 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 22:11:35,423 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 22:11:44,054 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 22:11:52,692 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 22:12:01,312 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 22:12:01,329 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 22:12:01,329 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 22:12:01,330 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 22:12:01,330 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 22:12:01,331 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 22:12:01,331 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 22:12:01,332 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 22:12:01,332 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 22:12:01,332 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 22:12:01,333 - uvicorn.access - INFO - 127.0.0.1:52614 - "DELETE /documents HTTP/1.1" 200
2025-11-04 22:12:38,291 - uvicorn.access - INFO - 127.0.0.1:52685 - "POST /login HTTP/1.1" 200
2025-11-04 22:12:42,303 - uvicorn.access - INFO - 127.0.0.1:52689 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 22:12:49,251 - lightrag - WARNING - PaddleOCR failed for PDF test_meaningful.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 22:12:49,318 - lightrag - INFO - Successfully extracted and enqueued file: test_meaningful.pdf
2025-11-04 22:12:49,319 - lightrag - ERROR - Failed to move file test_meaningful.pdf to __enqueued__ directory: [WinError 32] The process cannot access the file because it is being used by another process: 'C:\\aaWORK\\railseek5\\inputs\\test_meaningful.pdf' -> 'C:\\aaWORK\\railseek5\\inputs\\__enqueued__\\test_meaningful_001.pdf'
2025-11-04 22:12:49,437 - lightrag - INFO - Processing 1 document(s)
2025-11-04 22:12:49,437 - lightrag - INFO - Extracting stage 1/1: test_meaningful.pdf
2025-11-04 22:12:49,438 - lightrag - INFO - Processing d-id: doc-bc3c62deb7f168cba5232d5c81c0b615
2025-11-04 22:12:49,440 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-04 22:12:52,604 - lightrag - ERROR - Failed to extract entities and relationships: [WinError 127] The specified procedure could not be found. Error loading "C:\Program Files\Python311\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
2025-11-04 22:12:52,613 - lightrag - ERROR - Traceback (most recent call last):
  File "C:\aaWORK\railseek3\LightRAG-main\lightrag\lightrag.py", line 1632, in process_document
    await entity_relation_task
  File "C:\aaWORK\railseek3\LightRAG-main\lightrag\lightrag.py", line 1857, in _process_extract_entities
    raise e
  File "C:\aaWORK\railseek3\LightRAG-main\lightrag\lightrag.py", line 1842, in _process_extract_entities
    chunk_results = await extract_entities(
                    ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\aaWORK\railseek3\LightRAG-main\lightrag\operate.py", line 2363, in extract_entities
    from .spacy_entity_extractor import get_spacy_extractor, extract_entities_spacy
  File "C:\aaWORK\railseek3\LightRAG-main\lightrag\spacy_entity_extractor.py", line 13, in <module>
    import spacy
  File "C:\Program Files\Python311\Lib\site-packages\spacy\__init__.py", line 6, in <module>
    from .errors import setup_default_warnings
  File "C:\Program Files\Python311\Lib\site-packages\spacy\errors.py", line 3, in <module>
    from .compat import Literal
  File "C:\Program Files\Python311\Lib\site-packages\spacy\compat.py", line 4, in <module>
    from thinc.util import copy_array
  File "C:\Program Files\Python311\Lib\site-packages\thinc\__init__.py", line 5, in <module>
    from .config import registry
  File "C:\Program Files\Python311\Lib\site-packages\thinc\config.py", line 5, in <module>
    from .types import Decorator
  File "C:\Program Files\Python311\Lib\site-packages\thinc\types.py", line 27, in <module>
    from .compat import cupy, has_cupy
  File "C:\Program Files\Python311\Lib\site-packages\thinc\compat.py", line 35, in <module>
    import torch
  File "C:\Program Files\Python311\Lib\site-packages\torch\__init__.py", line 262, in <module>
    _load_dll_libraries()
  File "C:\Program Files\Python311\Lib\site-packages\torch\__init__.py", line 245, in _load_dll_libraries
    raise err
OSError: [WinError 127] The specified procedure could not be found. Error loading "C:\Program Files\Python311\Lib\site-packages\torch\lib\shm.dll" or one of its dependencies.

2025-11-04 22:12:52,618 - lightrag - ERROR - Failed to extract document 1/1: test_meaningful.pdf
2025-11-04 22:12:52,624 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-11-04 22:17:38,031 - uvicorn.access - INFO - 127.0.0.1:52802 - "POST /login HTTP/1.1" 200
2025-11-04 22:17:40,036 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-11-04 22:17:40,037 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-11-04 22:17:40,038 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 22:17:40,038 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 22:17:48,637 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 22:17:57,276 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 22:18:05,884 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 22:18:05,908 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 22:18:05,909 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 22:18:05,910 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 22:18:05,910 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 22:18:05,910 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 22:18:05,911 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 22:18:05,911 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 22:18:05,911 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 22:18:05,912 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 22:18:05,913 - uvicorn.access - INFO - 127.0.0.1:52804 - "DELETE /documents HTTP/1.1" 200
2025-11-04 22:18:07,933 - uvicorn.access - INFO - 127.0.0.1:52849 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 22:18:13,552 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 22:18:14,530 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 22:18:14,531 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 22:48:26,139 - uvicorn.access - INFO - 127.0.0.1:53708 - "POST /documents/upload HTTP/1.1" 401
2025-11-04 22:49:57,541 - uvicorn.access - INFO - 127.0.0.1:53747 - "POST /login HTTP/1.1" 401
2025-11-04 22:49:59,547 - uvicorn.access - INFO - 127.0.0.1:53749 - "POST /login HTTP/1.1" 401
2025-11-04 22:50:01,552 - uvicorn.access - INFO - 127.0.0.1:53751 - "POST /login HTTP/1.1" 401
2025-11-04 22:50:03,557 - uvicorn.access - INFO - 127.0.0.1:53753 - "POST /login HTTP/1.1" 401
2025-11-04 22:51:48,246 - uvicorn.access - INFO - 127.0.0.1:53787 - "POST /login HTTP/1.1" 200
2025-11-04 22:51:50,251 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 22:51:50,252 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 22:51:50,253 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 22:51:50,253 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 22:51:58,902 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 22:52:07,684 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 22:52:16,347 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 22:52:16,362 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 22:52:16,363 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 22:52:16,363 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 22:52:16,363 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 22:52:16,364 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 22:52:16,364 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 22:52:16,365 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 22:52:16,365 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 22:52:16,365 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 22:52:18,359 - uvicorn.access - INFO - 127.0.0.1:53842 - "POST /api/search HTTP/1.1" 404
2025-11-04 22:54:00,627 - uvicorn.access - INFO - 127.0.0.1:53874 - "POST /login HTTP/1.1" 200
2025-11-04 22:54:02,632 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 22:54:02,634 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 22:54:02,635 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 22:54:02,635 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 22:54:11,251 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 22:54:19,881 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 22:54:28,518 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 22:54:28,520 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 22:54:28,521 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 22:54:28,521 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 22:54:28,524 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 22:54:28,525 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 22:54:28,526 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 22:54:28,527 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 22:54:28,528 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 22:54:28,529 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 22:54:28,530 - uvicorn.access - INFO - 127.0.0.1:53876 - "DELETE /documents HTTP/1.1" 200
2025-11-04 22:54:30,541 - uvicorn.access - INFO - 127.0.0.1:53903 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 22:54:36,015 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 22:54:36,836 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 22:54:36,837 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 23:20:48,828 - uvicorn.access - INFO - 127.0.0.1:54604 - "POST /login HTTP/1.1" 200
2025-11-04 23:20:50,836 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 23:20:50,837 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 23:20:50,837 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 23:20:50,838 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 23:20:59,474 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 23:21:08,072 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 23:21:16,691 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 23:21:16,742 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 23:21:16,742 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 23:21:16,743 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 23:21:16,743 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 23:21:16,744 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 23:21:16,744 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 23:21:16,744 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 23:21:16,745 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 23:21:16,745 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 23:21:16,746 - uvicorn.access - INFO - 127.0.0.1:54606 - "DELETE /documents HTTP/1.1" 200
2025-11-04 23:21:18,754 - uvicorn.access - INFO - 127.0.0.1:54638 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 23:21:24,311 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 23:21:25,133 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 23:21:25,134 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 23:34:09,880 - uvicorn.access - INFO - 127.0.0.1:54739 - "POST /login HTTP/1.1" 200
2025-11-04 23:34:11,887 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-04 23:34:11,888 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-04 23:34:11,888 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-04 23:34:11,889 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-04 23:34:20,525 - lightrag - INFO - [_] Process 2472 drop Qdrant collection entities
2025-11-04 23:34:29,165 - lightrag - INFO - [_] Process 2472 drop Qdrant collection relationships
2025-11-04 23:34:37,792 - lightrag - INFO - [_] Process 2472 drop Qdrant collection chunks
2025-11-04 23:34:37,808 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-04 23:34:37,809 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-04 23:34:37,810 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-04 23:34:37,812 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-04 23:34:37,812 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-04 23:34:37,813 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-04 23:34:37,813 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-04 23:34:37,814 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-04 23:34:37,814 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-04 23:34:37,815 - uvicorn.access - INFO - 127.0.0.1:54741 - "DELETE /documents HTTP/1.1" 200
2025-11-04 23:34:39,824 - uvicorn.access - INFO - 127.0.0.1:54774 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 23:34:45,440 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-04 23:34:46,403 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-04 23:34:46,404 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-04 23:35:38,080 - uvicorn.access - INFO - 127.0.0.1:54808 - "POST /login HTTP/1.1" 200
2025-11-04 23:36:32,232 - uvicorn.access - INFO - 127.0.0.1:54817 - "POST /login HTTP/1.1" 200
2025-11-04 23:36:34,239 - uvicorn.access - INFO - 127.0.0.1:54819 - "POST /documents/clear_cache HTTP/1.1" 422
2025-11-04 23:36:38,247 - uvicorn.access - INFO - 127.0.0.1:54822 - "POST /documents/upload HTTP/1.1" 200
2025-11-04 23:36:42,265 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-04 23:36:45,413 - lightrag - INFO -  == LLM cache == saving: mix:keywords:7e3b60f4b09bff21598bdddc006062a0
2025-11-04 23:36:46,473 - lightrag - INFO - Query nodes: ocr.pdf, table data, document content (top_k:3, cosine:0.2)
2025-11-04 23:36:48,856 - lightrag - INFO - Query edges: Table content, OCR document, PDF extraction (top_k:3, cosine:0.2)
2025-11-04 23:36:53,246 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 23:36:53,249 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 23:36:53,250 - uvicorn.access - INFO - 127.0.0.1:54828 - "POST /query HTTP/1.1" 200
2025-11-04 23:36:57,724 - lightrag - INFO -  == LLM cache == saving: mix:keywords:c8497436b3ea0b913cff623622f3176d
2025-11-04 23:36:58,140 - lightrag - INFO - Query nodes: PDF, Image file, OCR, Scanning technology (top_k:3, cosine:0.2)
2025-11-04 23:37:00,540 - lightrag - INFO - Query edges: Scanned document, Document processing, Digital conversion (top_k:3, cosine:0.2)
2025-11-04 23:37:04,995 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 23:37:04,995 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 23:37:04,996 - uvicorn.access - INFO - 127.0.0.1:54843 - "POST /query HTTP/1.1" 200
2025-11-04 23:37:09,678 - lightrag - INFO -  == LLM cache == saving: mix:keywords:9d62a199fa34678c0451c40fa2071595
2025-11-04 23:37:10,085 - lightrag - INFO - Query nodes: PDF format, Table structure, Data parsing (top_k:3, cosine:0.2)
2025-11-04 23:37:12,489 - lightrag - INFO - Query edges: PDF table data, Data extraction, Document processing (top_k:3, cosine:0.2)
2025-11-04 23:37:16,893 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-04 23:37:16,893 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-04 23:37:16,894 - uvicorn.access - INFO - 127.0.0.1:54855 - "POST /query HTTP/1.1" 200
2025-11-04 23:41:17,370 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-04 23:41:17,370 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-04 23:41:17,371 - lightrag - INFO - Reranking is disabled
2025-11-04 23:41:17,628 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-04 23:41:17,628 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-04 23:41:17,629 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-04 23:41:17,630 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-04 23:41:17,630 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-04 23:41:17,631 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-04 23:41:18,770 - uvicorn.error - INFO - Started server process [21436]
2025-11-04 23:41:18,770 - uvicorn.error - INFO - Waiting for application startup.
2025-11-04 23:41:20,776 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-04 23:41:20,777 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-04 23:41:20,777 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-04 23:41:20,778 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-04 23:41:25,176 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-04 23:41:29,562 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-04 23:41:33,951 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-04 23:41:35,969 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-04 23:41:35,981 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-04 23:41:36,021 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-04 23:41:36,022 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-04 23:41:36,046 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-04 23:41:36,048 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-04 23:41:36,049 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-04 23:41:36,050 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-04 23:41:36,073 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 23:41:36,073 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 23:41:36,074 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-04 23:41:36,074 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-04 23:41:36,077 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-04 23:41:36,080 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 23:41:36,082 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-04 23:41:36,095 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 23:41:36,097 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-04 23:41:36,099 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 23:41:36,101 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-04 23:41:36,111 - uvicorn.error - INFO - Application startup complete.
2025-11-04 23:41:36,111 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-05 01:05:10,606 - uvicorn.access - INFO - 127.0.0.1:55712 - "POST /login HTTP/1.1" 200
2025-11-05 01:05:46,705 - uvicorn.access - INFO - 127.0.0.1:55744 - "POST /login HTTP/1.1" 200
2025-11-05 01:05:48,710 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-05 01:05:48,711 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-05 01:05:48,711 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-05 01:05:48,712 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-05 01:05:57,345 - lightrag - INFO - [_] Process 21436 drop Qdrant collection entities
2025-11-05 01:06:05,985 - lightrag - INFO - [_] Process 21436 drop Qdrant collection relationships
2025-11-05 01:06:14,625 - lightrag - INFO - [_] Process 21436 drop Qdrant collection chunks
2025-11-05 01:06:14,646 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-05 01:06:14,646 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-05 01:06:14,647 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-05 01:06:14,647 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-05 01:06:14,648 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-05 01:06:14,648 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-05 01:06:14,649 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-05 01:06:14,649 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-05 01:06:14,649 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-05 01:06:14,651 - uvicorn.access - INFO - 127.0.0.1:55746 - "DELETE /documents HTTP/1.1" 200
2025-11-05 01:06:16,660 - uvicorn.access - INFO - 127.0.0.1:55775 - "POST /documents/upload HTTP/1.1" 200
2025-11-05 01:06:23,843 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-05 01:06:24,875 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-05 01:06:24,875 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-05 06:46:36,132 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-05 06:46:36,135 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-05 06:46:36,136 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-05 06:46:36,137 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-05 06:46:44,773 - lightrag - INFO - [_] Process 21436 drop Qdrant collection entities
2025-11-05 06:46:53,417 - lightrag - INFO - [_] Process 21436 drop Qdrant collection relationships
2025-11-05 06:47:02,096 - lightrag - INFO - [_] Process 21436 drop Qdrant collection chunks
2025-11-05 06:47:02,129 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-05 06:47:02,130 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-05 06:47:02,130 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-05 06:47:02,131 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-05 06:47:02,131 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-05 06:47:02,131 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-05 06:47:02,132 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-05 06:47:02,132 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-05 06:47:02,133 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-05 06:47:02,134 - uvicorn.access - INFO - 127.0.0.1:57979 - "DELETE /documents HTTP/1.1" 200
2025-11-05 06:47:02,144 - lightrag - INFO - [_] Dropped 3 keys from llm_response_cache
2025-11-05 06:47:02,145 - lightrag - INFO - Cleared all cache
2025-11-05 06:47:02,145 - uvicorn.access - INFO - 127.0.0.1:58016 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-05 06:47:08,358 - uvicorn.access - INFO - 127.0.0.1:58024 - "POST /login HTTP/1.1" 200
2025-11-05 06:47:10,365 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-05 06:47:10,366 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-05 06:47:10,367 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-05 06:47:10,368 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-05 06:47:18,957 - lightrag - INFO - [_] Process 21436 drop Qdrant collection entities
2025-11-05 06:47:27,621 - lightrag - INFO - [_] Process 21436 drop Qdrant collection relationships
2025-11-05 06:47:36,227 - lightrag - INFO - [_] Process 21436 drop Qdrant collection chunks
2025-11-05 06:47:36,230 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-05 06:47:36,230 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-05 06:47:36,231 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-05 06:47:36,231 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-05 06:47:36,231 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-05 06:47:36,232 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-05 06:47:36,232 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-05 06:47:36,233 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-05 06:47:36,233 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-05 06:47:36,234 - uvicorn.access - INFO - 127.0.0.1:58026 - "DELETE /documents HTTP/1.1" 200
2025-11-05 06:47:38,243 - uvicorn.access - INFO - 127.0.0.1:58055 - "POST /documents/upload HTTP/1.1" 200
2025-11-05 06:47:43,905 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-05 06:47:44,742 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-05 06:47:44,742 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-07 21:09:34,254 - lightrag - INFO - OpenAI LLM Options: {}
2025-11-07 21:09:34,254 - lightrag - INFO - Ollama Embedding Options: {}
2025-11-07 21:09:34,359 - lightrag - INFO - Reranking is enabled: jina-reranker-v2:latest using jina provider
2025-11-07 21:09:34,673 - lightrag - INFO - Created shared Redis connection pool for redis://localhost:6379
2025-11-07 21:09:34,674 - lightrag - INFO - [_] Initialized Redis KV storage for llm_response_cache using shared connection pool
2025-11-07 21:09:34,674 - lightrag - INFO - [_] Initialized Redis KV storage for text_chunks using shared connection pool
2025-11-07 21:09:34,675 - lightrag - INFO - [_] Initialized Redis KV storage for full_docs using shared connection pool
2025-11-07 21:09:34,675 - lightrag - INFO - [_] Initialized Redis KV storage for full_entities using shared connection pool
2025-11-07 21:09:34,676 - lightrag - INFO - [_] Initialized Redis KV storage for full_relations using shared connection pool
2025-11-07 21:09:35,873 - uvicorn.error - INFO - Started server process [36044]
2025-11-07 21:09:35,874 - uvicorn.error - INFO - Waiting for application startup.
2025-11-07 21:09:37,882 - lightrag - INFO - [_] Connected to Redis for namespace full_docs
2025-11-07 21:09:37,883 - lightrag - INFO - [_] Connected to Redis for namespace text_chunks
2025-11-07 21:09:37,883 - lightrag - INFO - [_] Connected to Redis for namespace full_entities
2025-11-07 21:09:37,884 - lightrag - INFO - [_] Connected to Redis for namespace full_relations
2025-11-07 21:09:42,352 - lightrag - INFO - [_] Qdrant collection 'entities' initialized successfully
2025-11-07 21:09:46,759 - lightrag - INFO - [_] Qdrant collection 'relationships' initialized successfully
2025-11-07 21:09:51,187 - lightrag - INFO - [_] Qdrant collection 'chunks' initialized successfully
2025-11-07 21:09:53,211 - lightrag - INFO - [base] Connected to chunk-entity-relation at bolt://localhost:7687
2025-11-07 21:09:53,225 - lightrag - INFO - [_] Connected to Redis for namespace llm_response_cache
2025-11-07 21:09:53,271 - lightrag - INFO - VECTOR extension ensured for PostgreSQL
2025-11-07 21:09:53,272 - lightrag - INFO - PostgreSQL, Connected to database at localhost:5432/rag_anything without SSL
2025-11-07 21:09:53,296 - lightrag - INFO - PostgreSQL, Create vector indexs, type: HNSW
2025-11-07 21:09:53,297 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_chunks_hnsw_cosine already exists on table LIGHTRAG_VDB_CHUNKS
2025-11-07 21:09:53,299 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_entity_hnsw_cosine already exists on table LIGHTRAG_VDB_ENTITY
2025-11-07 21:09:53,300 - lightrag - INFO - HNSW vector index idx_lightrag_vdb_relation_hnsw_cosine already exists on table LIGHTRAG_VDB_RELATION
2025-11-07 21:09:53,322 - lightrag - INFO - chunk_id column already exists in LIGHTRAG_LLM_CACHE table
2025-11-07 21:09:53,322 - lightrag - INFO - cache_type column already exists in LIGHTRAG_LLM_CACHE table
2025-11-07 21:09:53,323 - lightrag - INFO - queryparam column already exists in LIGHTRAG_LLM_CACHE table
2025-11-07 21:09:53,323 - lightrag - INFO - mode column does not exist in LIGHTRAG_LLM_CACHE table
2025-11-07 21:09:53,326 - lightrag - INFO - Skipping migration: `content_vector` not found in LIGHTRAG_DOC_CHUNKS
2025-11-07 21:09:53,329 - lightrag - INFO - chunks_list column already exists in LIGHTRAG_DOC_STATUS table
2025-11-07 21:09:53,332 - lightrag - INFO - llm_cache_list column already exists in LIGHTRAG_DOC_CHUNKS table
2025-11-07 21:09:53,344 - lightrag - INFO - track_id column already exists in LIGHTRAG_DOC_STATUS table
2025-11-07 21:09:53,345 - lightrag - INFO - Index on track_id column already exists for LIGHTRAG_DOC_STATUS table
2025-11-07 21:09:53,347 - lightrag - INFO - metadata column already exists in LIGHTRAG_DOC_STATUS table
2025-11-07 21:09:53,350 - lightrag - INFO - error_msg column already exists in LIGHTRAG_DOC_STATUS table
2025-11-07 21:09:53,363 - lightrag - INFO - Process 36044 auto scan task started at startup.
2025-11-07 21:09:53,367 - lightrag - INFO - Found 0 files to index.
2025-11-07 21:09:53,368 - lightrag - INFO - No upload file found, check if there are any documents in the queue...
2025-11-07 21:09:53,368 - uvicorn.error - INFO - Application startup complete.
2025-11-07 21:09:53,371 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:3015 (Press CTRL+C to quit)
2025-11-07 21:09:53,431 - lightrag - INFO - Preserving 1 failed document entries for manual review
2025-11-07 21:09:53,432 - lightrag - INFO - No valid documents to process after consistency check
2025-11-07 21:09:53,432 - lightrag - INFO - Enqueued document processing pipeline stoped
2025-11-07 21:11:03,768 - uvicorn.access - INFO - 127.0.0.1:58028 - "POST /documents/paginated HTTP/1.1" 401
2025-11-07 21:46:05,957 - uvicorn.access - INFO - 127.0.0.1:54808 - "POST /api/upload HTTP/1.1" 404
2025-11-07 21:46:59,076 - uvicorn.access - INFO - 127.0.0.1:54836 - "POST /upload HTTP/1.1" 404
2025-11-07 21:48:00,091 - uvicorn.access - INFO - 127.0.0.1:54864 - "POST /upload HTTP/1.1" 404
2025-11-07 21:49:48,601 - uvicorn.access - INFO - 127.0.0.1:54949 - "POST /documents/upload HTTP/1.1" 401
2025-11-07 21:51:55,415 - uvicorn.access - INFO - 127.0.0.1:55027 - "POST /documents/upload HTTP/1.1" 401
2025-11-07 21:52:14,439 - uvicorn.access - INFO - 127.0.0.1:55032 - "POST /documents/upload HTTP/1.1" 401
2025-11-07 21:52:34,150 - uvicorn.access - INFO - 127.0.0.1:55038 - "POST /login HTTP/1.1" 200
2025-11-07 21:54:06,897 - uvicorn.access - INFO - 127.0.0.1:55248 - "POST /login HTTP/1.1" 200
2025-11-07 21:54:10,907 - uvicorn.access - INFO - 127.0.0.1:55447 - "POST /login HTTP/1.1" 200
2025-11-07 21:54:12,915 - uvicorn.access - INFO - 127.0.0.1:55568 - "POST /documents/upload HTTP/1.1" 200
2025-11-07 21:54:20,904 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-07 21:54:22,104 - uvicorn.access - INFO - 127.0.0.1:55669 - "POST /login HTTP/1.1" 200
2025-11-07 21:54:22,159 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-07 21:54:22,160 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-07 21:54:36,214 - uvicorn.access - INFO - 127.0.0.1:56889 - "POST /login HTTP/1.1" 200
2025-11-07 21:54:50,227 - uvicorn.access - INFO - 127.0.0.1:57721 - "POST /login HTTP/1.1" 200
2025-11-07 21:55:04,238 - uvicorn.access - INFO - 127.0.0.1:58571 - "POST /login HTTP/1.1" 200
2025-11-07 21:55:18,262 - uvicorn.access - INFO - 127.0.0.1:58817 - "POST /login HTTP/1.1" 200
2025-11-07 21:55:32,304 - uvicorn.access - INFO - 127.0.0.1:58876 - "POST /login HTTP/1.1" 200
2025-11-07 21:55:46,319 - uvicorn.access - INFO - 127.0.0.1:58947 - "POST /login HTTP/1.1" 200
2025-11-07 21:56:00,332 - uvicorn.access - INFO - 127.0.0.1:59007 - "POST /login HTTP/1.1" 200
2025-11-07 21:56:14,344 - uvicorn.access - INFO - 127.0.0.1:59049 - "POST /login HTTP/1.1" 200
2025-11-07 21:56:28,357 - uvicorn.access - INFO - 127.0.0.1:59054 - "POST /login HTTP/1.1" 200
2025-11-07 21:56:42,372 - uvicorn.access - INFO - 127.0.0.1:59072 - "POST /login HTTP/1.1" 200
2025-11-07 21:56:56,383 - uvicorn.access - INFO - 127.0.0.1:59076 - "POST /login HTTP/1.1" 200
2025-11-07 21:57:10,398 - uvicorn.access - INFO - 127.0.0.1:59080 - "POST /login HTTP/1.1" 200
2025-11-07 21:57:24,410 - uvicorn.access - INFO - 127.0.0.1:59084 - "POST /login HTTP/1.1" 200
2025-11-07 21:57:38,424 - uvicorn.access - INFO - 127.0.0.1:59088 - "POST /login HTTP/1.1" 200
2025-11-07 21:57:52,436 - uvicorn.access - INFO - 127.0.0.1:59108 - "POST /login HTTP/1.1" 200
2025-11-07 21:58:06,449 - uvicorn.access - INFO - 127.0.0.1:59114 - "POST /login HTTP/1.1" 200
2025-11-07 21:58:20,475 - uvicorn.access - INFO - 127.0.0.1:59119 - "POST /login HTTP/1.1" 200
2025-11-07 21:58:34,488 - uvicorn.access - INFO - 127.0.0.1:59125 - "POST /login HTTP/1.1" 200
2025-11-07 21:58:48,501 - uvicorn.access - INFO - 127.0.0.1:59145 - "POST /login HTTP/1.1" 200
2025-11-07 21:59:02,516 - uvicorn.access - INFO - 127.0.0.1:59149 - "POST /login HTTP/1.1" 200
2025-11-07 21:59:16,529 - uvicorn.access - INFO - 127.0.0.1:59153 - "POST /login HTTP/1.1" 200
2025-11-07 21:59:30,541 - uvicorn.access - INFO - 127.0.0.1:59158 - "POST /login HTTP/1.1" 200
2025-11-07 21:59:44,557 - uvicorn.access - INFO - 127.0.0.1:59177 - "POST /login HTTP/1.1" 200
2025-11-07 21:59:58,571 - uvicorn.access - INFO - 127.0.0.1:59181 - "POST /login HTTP/1.1" 200
2025-11-07 22:00:12,587 - uvicorn.access - INFO - 127.0.0.1:59185 - "POST /login HTTP/1.1" 200
2025-11-07 22:00:26,602 - uvicorn.access - INFO - 127.0.0.1:59189 - "POST /login HTTP/1.1" 200
2025-11-07 22:00:40,616 - uvicorn.access - INFO - 127.0.0.1:59209 - "POST /login HTTP/1.1" 200
2025-11-07 22:00:54,625 - uvicorn.access - INFO - 127.0.0.1:59214 - "POST /login HTTP/1.1" 200
2025-11-07 22:01:08,637 - uvicorn.access - INFO - 127.0.0.1:59220 - "POST /login HTTP/1.1" 200
2025-11-07 22:01:22,650 - uvicorn.access - INFO - 127.0.0.1:59246 - "POST /login HTTP/1.1" 200
2025-11-07 22:01:24,656 - lightrag - INFO - LLM func: 8 new workers initialized (Timeouts: Func: 180s, Worker: 360s, Health Check: 375s)
2025-11-07 22:01:27,769 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:79a80c148117f445ec84d36c03a812cf
2025-11-07 22:01:30,678 - lightrag - INFO - Query nodes: Windows Server, Active Directory, Domain controller, File server, Network services (top_k:5, cosine:0.2)
2025-11-07 22:01:30,678 - lightrag - INFO - Embedding func: 16 new workers initialized (Timeouts: Func: 30s, Worker: 60s, Health Check: 75s)
2025-11-07 22:01:35,168 - lightrag - INFO - Local query: 4 entites, 0 relations
2025-11-07 22:01:35,170 - lightrag - INFO - Query edges: Windows Server, Operating system, Server management (top_k:5, cosine:0.2)
2025-11-07 22:01:37,583 - lightrag - INFO - Raw search results: 4 entities, 0 relations, 0 vector chunks
2025-11-07 22:01:37,584 - lightrag - INFO - After truncation: 4 entities, 0 relations
2025-11-07 22:01:39,601 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-11-07 22:01:39,602 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-11-07 22:01:39,603 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-11-07 22:01:39,604 - lightrag - INFO - Final context: 4 entities, 0 relations, 1 chunks
2025-11-07 22:01:39,604 - lightrag - INFO - chunks: E4/1
2025-11-07 22:01:43,190 - lightrag - INFO -  == LLM cache == saving: hybrid:query:765bc38e36dcfbd1e2b52dacafdb0e9f
2025-11-07 22:01:43,191 - uvicorn.access - INFO - 127.0.0.1:59248 - "POST /query HTTP/1.1" 200
2025-11-07 22:01:47,202 - uvicorn.access - INFO - 127.0.0.1:59285 - "POST /login HTTP/1.1" 200
2025-11-07 22:01:52,399 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:83554b34c0d48932771cc5f12d31297a
2025-11-07 22:01:52,970 - lightrag - INFO - Query nodes: Hardware, Software, Operating system, Processor, Memory, Storage (top_k:5, cosine:0.2)
2025-11-07 22:01:55,584 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-11-07 22:01:55,585 - lightrag - INFO - Query edges: System requirements, Technical specifications, Compatibility (top_k:5, cosine:0.2)
2025-11-07 22:01:58,155 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 0 vector chunks
2025-11-07 22:01:58,156 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-11-07 22:02:00,165 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-11-07 22:02:00,167 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-11-07 22:02:00,168 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-11-07 22:02:00,171 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-11-07 22:02:00,172 - lightrag - INFO - chunks: E5/1
2025-11-07 22:02:16,437 - lightrag - INFO -  == LLM cache == saving: hybrid:query:26a3483c28af005882ddc15ff40de4a2
2025-11-07 22:02:16,438 - uvicorn.access - INFO - 127.0.0.1:59287 - "POST /query HTTP/1.1" 200
2025-11-07 22:02:20,452 - uvicorn.access - INFO - 127.0.0.1:59300 - "POST /login HTTP/1.1" 200
2025-11-07 22:02:25,289 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:2991eee9168588bf8c24f2f7ca4f18a7
2025-11-07 22:02:25,872 - lightrag - INFO - Query nodes: Installation, Guide, Manual, Procedure (top_k:5, cosine:0.2)
2025-11-07 22:02:28,385 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-11-07 22:02:28,386 - lightrag - INFO - Query edges: Installation guide, Setup instructions, Installation process (top_k:5, cosine:0.2)
2025-11-07 22:02:30,972 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 0 vector chunks
2025-11-07 22:02:30,973 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-11-07 22:02:32,989 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-11-07 22:02:32,991 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-11-07 22:02:32,992 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-11-07 22:02:32,993 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-11-07 22:02:32,993 - lightrag - INFO - chunks: E5/1
2025-11-07 22:02:49,118 - lightrag - INFO -  == LLM cache == saving: hybrid:query:9bd1e9b10fa1e6b638e6fd3ef0f68e7c
2025-11-07 22:02:49,121 - uvicorn.access - INFO - 127.0.0.1:59302 - "POST /query HTTP/1.1" 200
2025-11-07 22:02:53,135 - uvicorn.access - INFO - 127.0.0.1:59331 - "POST /login HTTP/1.1" 200
2025-11-07 22:02:57,170 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:0d659f54bbc5671a7cd2558783aad785
2025-11-07 22:02:57,171 - lightrag - WARNING - low_level_keywords is empty
2025-11-07 22:02:57,730 - lightrag - INFO - Query edges: Hardware specifications (top_k:5, cosine:0.2)
2025-11-07 22:03:00,328 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-07 22:03:00,329 - uvicorn.access - INFO - 127.0.0.1:59333 - "POST /query HTTP/1.1" 200
2025-11-08 02:50:14,399 - uvicorn.error - WARNING - Invalid HTTP request received.
2025-11-08 03:17:14,279 - uvicorn.access - INFO - 127.0.0.1:54652 - "POST /login HTTP/1.1" 200
2025-11-08 03:17:15,682 - uvicorn.access - INFO - 127.0.0.1:54654 - "POST /login HTTP/1.1" 200
2025-11-08 03:17:18,628 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:d2672735756bb0029e28371bcea39b9c
2025-11-08 03:17:20,496 - lightrag - INFO -  == LLM cache == saving: hybrid:keywords:d2672735756bb0029e28371bcea39b9c
2025-11-08 03:17:21,053 - lightrag - INFO - Query nodes: Electrical hazards, Arc flash, Voltage levels, OSHA regulations (top_k:5, cosine:0.2)
2025-11-08 03:17:21,245 - lightrag - INFO - Query nodes: Electrical hazards, Voltage levels, Clearance requirements (top_k:5, cosine:0.2)
2025-11-08 03:17:27,716 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-11-08 03:17:27,717 - lightrag - INFO - Query edges: Minimum safe distance, Electrical work, Workplace safety (top_k:5, cosine:0.2)
2025-11-08 03:17:27,894 - lightrag - INFO - Local query: 5 entites, 0 relations
2025-11-08 03:17:27,895 - lightrag - INFO - Query edges: Minimum safe distance, Electrical work, Workplace safety (top_k:5, cosine:0.2)
2025-11-08 03:17:30,212 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 0 vector chunks
2025-11-08 03:17:30,213 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-11-08 03:17:32,218 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-11-08 03:17:32,221 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-11-08 03:17:32,221 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-11-08 03:17:32,222 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-11-08 03:17:32,222 - lightrag - INFO - chunks: E5/1
2025-11-08 03:17:34,240 - lightrag - INFO - Raw search results: 5 entities, 0 relations, 0 vector chunks
2025-11-08 03:17:34,241 - lightrag - INFO - After truncation: 5 entities, 0 relations
2025-11-08 03:17:36,247 - lightrag - INFO - Selecting 1 from 1 entity-related chunks by vector similarity
2025-11-08 03:17:36,417 - lightrag - INFO - Round-robin merged chunks: 1 -> 1 (deduplication: 0)
2025-11-08 03:17:36,418 - lightrag - WARNING - Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters.
2025-11-08 03:17:36,419 - lightrag - INFO - Final context: 5 entities, 0 relations, 1 chunks
2025-11-08 03:17:36,419 - lightrag - INFO - chunks: E5/1
2025-11-08 03:17:47,404 - lightrag - INFO -  == LLM cache == saving: hybrid:query:5fb757802f3600fe2b002039f3defe3d
2025-11-08 03:17:47,406 - uvicorn.access - INFO - 127.0.0.1:54658 - "POST /query HTTP/1.1" 200
2025-11-08 03:17:49,205 - lightrag - INFO -  == LLM cache == saving: hybrid:query:5fb757802f3600fe2b002039f3defe3d
2025-11-08 03:17:49,206 - uvicorn.access - INFO - 127.0.0.1:54656 - "POST /query HTTP/1.1" 200
2025-11-08 07:15:32,484 - uvicorn.access - INFO - 127.0.0.1:63309 - "POST /xmlrpc.php HTTP/1.1" 404
2025-11-08 09:14:33,527 - uvicorn.access - INFO - 127.0.0.1:56527 - "POST /login HTTP/1.1" 200
2025-11-08 09:14:42,831 - lightrag - INFO - [_] Dropped 1 keys from text_chunks
2025-11-08 09:14:42,869 - lightrag - INFO - [_] Dropped 1 keys from full_docs
2025-11-08 09:14:42,870 - lightrag - INFO - [_] Dropped 1 keys from full_entities
2025-11-08 09:14:42,870 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-08 09:14:51,557 - lightrag - INFO - [_] Process 36044 drop Qdrant collection entities
2025-11-08 09:15:00,201 - lightrag - INFO - [_] Process 36044 drop Qdrant collection relationships
2025-11-08 09:15:08,848 - lightrag - INFO - [_] Process 36044 drop Qdrant collection chunks
2025-11-08 09:15:08,912 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-08 09:15:08,912 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-08 09:15:08,913 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-08 09:15:08,914 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-08 09:15:08,914 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-08 09:15:08,914 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-08 09:15:08,915 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-08 09:15:08,915 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-08 09:15:08,915 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-08 09:15:08,916 - uvicorn.access - INFO - 127.0.0.1:56539 - "DELETE /documents HTTP/1.1" 200
2025-11-08 09:15:08,921 - lightrag - INFO - [_] Dropped 14 keys from llm_response_cache
2025-11-08 09:15:08,921 - lightrag - INFO - Cleared all cache
2025-11-08 09:15:08,922 - uvicorn.access - INFO - 127.0.0.1:56539 - "POST /documents/clear_cache HTTP/1.1" 200
2025-11-08 09:15:19,421 - uvicorn.access - INFO - 127.0.0.1:56625 - "POST /documents/upload HTTP/1.1" 200
2025-11-08 09:15:24,951 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-08 09:15:25,812 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-08 09:15:25,812 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-08 09:36:24,292 - uvicorn.access - INFO - 127.0.0.1:64553 - "POST /login HTTP/1.1" 200
2025-11-08 09:36:26,297 - lightrag - INFO - [_] Dropped 0 keys from text_chunks
2025-11-08 09:36:26,298 - lightrag - INFO - [_] Dropped 0 keys from full_docs
2025-11-08 09:36:26,299 - lightrag - INFO - [_] Dropped 0 keys from full_entities
2025-11-08 09:36:26,299 - lightrag - INFO - [_] Dropped 0 keys from full_relations
2025-11-08 09:36:34,958 - lightrag - INFO - [_] Process 36044 drop Qdrant collection entities
2025-11-08 09:36:43,704 - lightrag - INFO - [_] Process 36044 drop Qdrant collection relationships
2025-11-08 09:36:52,491 - lightrag - INFO - [_] Process 36044 drop Qdrant collection chunks
2025-11-08 09:36:52,504 - lightrag - INFO - Successfully dropped RedisKVStorage: _/text_chunks
2025-11-08 09:36:52,504 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_docs
2025-11-08 09:36:52,505 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_entities
2025-11-08 09:36:52,505 - lightrag - INFO - Successfully dropped RedisKVStorage: _/full_relations
2025-11-08 09:36:52,505 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/entities
2025-11-08 09:36:52,506 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/relationships
2025-11-08 09:36:52,506 - lightrag - INFO - Successfully dropped QdrantVectorDBStorage: _/chunks
2025-11-08 09:36:52,507 - lightrag - INFO - Successfully dropped Neo4JStorage: base/chunk_entity_relation
2025-11-08 09:36:52,507 - lightrag - INFO - Successfully dropped PGDocStatusStorage: default/doc_status
2025-11-08 09:36:52,508 - uvicorn.access - INFO - 127.0.0.1:64555 - "DELETE /documents HTTP/1.1" 200
2025-11-08 09:36:57,517 - uvicorn.access - INFO - 127.0.0.1:64591 - "POST /documents/upload HTTP/1.1" 200
2025-11-08 09:37:03,531 - lightrag - WARNING - PaddleOCR failed for PDF ocr.pdf, falling back to standard extraction: unsupported operand type(s) for +: 'float' and 'str'
2025-11-08 09:37:04,618 - lightrag - ERROR - File processing error: - ID: error-ac3a9e8b89cdf017c2a90e73aef3448b ocr.pdf
2025-11-08 09:37:04,618 - lightrag - WARNING - [File Extraction]File contains only whitespace characters: ocr.pdf
2025-11-08 09:37:20,444 - lightrag - INFO -  == LLM cache == saving: mix:keywords:e3fd47c5897765341377a07523da9aac
2025-11-08 09:37:22,877 - lightrag - INFO - Query nodes: Rows, Columns, Cells, Spreadsheet, Database table (top_k:5, cosine:0.2)
2025-11-08 09:37:25,351 - lightrag - INFO - Query edges: Table data, Data organization, Data structure (top_k:5, cosine:0.2)
2025-11-08 09:37:29,799 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 09:37:29,800 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 09:37:29,800 - uvicorn.access - INFO - 127.0.0.1:64634 - "POST /query HTTP/1.1" 200
2025-11-08 09:37:34,639 - lightrag - INFO -  == LLM cache == saving: mix:keywords:3384c2ce9a52984b662ba8bea66e8aa4
2025-11-08 09:37:35,227 - lightrag - INFO - Query nodes: Text extraction, Content parsing, Data processing (top_k:5, cosine:0.2)
2025-11-08 09:37:37,725 - lightrag - INFO - Query edges: Document content, Information retrieval, Text analysis (top_k:5, cosine:0.2)
2025-11-08 09:37:42,281 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 09:37:42,282 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 09:37:42,282 - uvicorn.access - INFO - 127.0.0.1:64653 - "POST /query HTTP/1.1" 200
2025-11-08 09:37:47,131 - lightrag - INFO -  == LLM cache == saving: mix:keywords:a8fd2affcf18e01c5ab8caa66857de21
2025-11-08 09:37:47,629 - lightrag - INFO - Query nodes: OCR, image to text, PDF conversion, document scanning (top_k:5, cosine:0.2)
2025-11-08 09:37:50,135 - lightrag - INFO - Query edges: scanned text, document digitization, text extraction (top_k:5, cosine:0.2)
2025-11-08 09:37:54,654 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 09:37:54,655 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 09:37:54,655 - uvicorn.access - INFO - 127.0.0.1:64665 - "POST /query HTTP/1.1" 200
2025-11-08 09:37:59,559 - lightrag - INFO -  == LLM cache == saving: mix:keywords:6fcb5d920d926d6649b90832352274aa
2025-11-08 09:38:00,141 - lightrag - INFO - Query nodes: PDF, Metadata, File size, Creation date, Author (top_k:5, cosine:0.2)
2025-11-08 09:38:02,677 - lightrag - INFO - Query edges: PDF information, Document format, File properties (top_k:5, cosine:0.2)
2025-11-08 09:38:07,336 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 09:38:07,337 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 09:38:07,337 - uvicorn.access - INFO - 127.0.0.1:64677 - "POST /query HTTP/1.1" 200
2025-11-08 09:38:13,595 - lightrag - INFO -  == LLM cache == saving: mix:keywords:ec429b786bddf3125f5354e4df2c4fdf
2025-11-08 09:38:14,175 - lightrag - INFO - Query nodes: extracted content (top_k:5, cosine:0.2)
2025-11-08 09:38:16,757 - lightrag - INFO - Query edges: Content extraction, Data processing, Information retrieval (top_k:5, cosine:0.2)
2025-11-08 09:38:21,296 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 09:38:21,297 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 09:38:21,297 - uvicorn.access - INFO - 127.0.0.1:64729 - "POST /query HTTP/1.1" 200
2025-11-08 10:05:20,544 - uvicorn.access - INFO - 127.0.0.1:51305 - "POST /api/upload HTTP/1.1" 404
2025-11-08 10:09:55,389 - uvicorn.access - INFO - 127.0.0.1:51653 - "POST /documents/upload HTTP/1.1" 401
2025-11-08 10:15:33,347 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /login HTTP/1.1" 200
2025-11-08 10:15:33,359 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /documents/upload HTTP/1.1" 200
2025-11-08 10:15:33,364 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /search HTTP/1.1" 404
2025-11-08 10:15:33,365 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /search HTTP/1.1" 404
2025-11-08 10:15:33,367 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /search HTTP/1.1" 404
2025-11-08 10:15:33,369 - uvicorn.access - INFO - 127.0.0.1:51961 - "POST /search HTTP/1.1" 404
2025-11-08 11:05:46,802 - uvicorn.access - INFO - 127.0.0.1:55063 - "POST /api/search HTTP/1.1" 404
2025-11-08 11:06:15,600 - uvicorn.access - INFO - 127.0.0.1:55129 - "POST /query HTTP/1.1" 401
2025-11-08 11:06:29,258 - uvicorn.access - INFO - 127.0.0.1:55136 - "POST /login HTTP/1.1" 200
2025-11-08 11:06:53,701 - uvicorn.access - INFO - 127.0.0.1:55156 - "POST /query HTTP/1.1" 401
2025-11-08 11:07:59,317 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /login HTTP/1.1" 200
2025-11-08 11:07:59,331 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /documents/upload HTTP/1.1" 200
2025-11-08 11:08:02,375 - lightrag - INFO -  == LLM cache == saving: mix:keywords:5508588e8081ef64f41f4cee5e16a244
2025-11-08 11:08:04,764 - lightrag - INFO - Query nodes: LightRAG (top_k:5, cosine:0.2)
2025-11-08 11:08:07,104 - lightrag - INFO - Query edges: Retrieval-Augmented Generation, RAG system, Document retrieval (top_k:5, cosine:0.2)
2025-11-08 11:08:11,610 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 11:08:11,611 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 11:08:11,611 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /query HTTP/1.1" 200
2025-11-08 11:08:14,551 - lightrag - INFO -  == LLM cache == saving: mix:keywords:20d3079181de968ea3c99455b57eb21a
2025-11-08 11:08:15,127 - lightrag - INFO - Query nodes: OCR technology, Image processing, Text recognition, Character detection (top_k:5, cosine:0.2)
2025-11-08 11:08:17,710 - lightrag - INFO - Query edges: Optical Character Recognition, Document digitization, Text extraction (top_k:5, cosine:0.2)
2025-11-08 11:08:22,488 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 11:08:22,489 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 11:08:22,489 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /query HTTP/1.1" 200
2025-11-08 11:08:25,424 - lightrag - INFO -  == LLM cache == saving: mix:keywords:1150da439d4187339e9657b684858645
2025-11-08 11:08:25,977 - lightrag - INFO - Query nodes: OCR, Text recognition, Document scanning, File conversion (top_k:5, cosine:0.2)
2025-11-08 11:08:28,542 - lightrag - INFO - Query edges: Document processing, Information management, Data extraction (top_k:5, cosine:0.2)
2025-11-08 11:08:33,111 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 11:08:33,112 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 11:08:33,112 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /query HTTP/1.1" 200
2025-11-08 11:08:35,911 - lightrag - INFO -  == LLM cache == saving: mix:keywords:7db1132b311ec4f1875c1d8b9baeb326
2025-11-08 11:08:36,462 - lightrag - INFO - Query nodes: Text mining, Document processing, Content extraction (top_k:5, cosine:0.2)
2025-11-08 11:08:39,155 - lightrag - INFO - Query edges: Text extraction, Data extraction, Information retrieval (top_k:5, cosine:0.2)
2025-11-08 11:08:43,695 - lightrag - INFO - Naive query: 0 chunks (chunk_top_k:20 cosine:0.2)
2025-11-08 11:08:43,695 - lightrag - INFO - Raw search results: 0 entities, 0 relations, 0 vector chunks
2025-11-08 11:08:43,695 - uvicorn.access - INFO - 127.0.0.1:55246 - "POST /query HTTP/1.1" 200