@echo off echo Starting LightRAG Production Server with GPU-Enabled Document Processing... echo. echo Checking required services... echo - Redis (Memurai) on port 6379 echo - Neo4j on port 7687 echo - Qdrant on port 6333 echo - PostgreSQL on port 5432 echo. echo Setting environment variables... set OPENAI_API_KEY=sk-55f6e57f1d834b0e93ceaf98cc2cb715 set OPENAI_BASE_URL=https://api.deepseek.com/v1 set LLM_MODEL=deepseek-chat set OLLAMA_EMBEDDING_MODEL=snowflake-arctic-embed:latest set OLLAMA_RERANKER_MODEL=jina-reranker:latest set PYTHONIOENCODING=utf-8 echo Setting GPU processing environment... echo - PaddleOCR GPU: ENABLED echo - OpenCLIP GPU: ENABLED via openclip_gpu_env echo - Dependency Isolation: ACTIVE echo Setting authentication environment variables... set API_KEY=jleu1212 set AUTH_ACCOUNTS=jleu3482:jleu1212 set LIGHTRAG_API_KEY=jleu1212 set LIGHTRAG_AUTH_ACCOUNTS=jleu3482:jleu1212 echo Setting database environment variables... set REDIS_URI=redis://localhost:6379 set NEO4J_URI=bolt://localhost:7687 set NEO4J_USERNAME=neo4j set NEO4J_PASSWORD=jleu1212 set QDRANT_URI=http://localhost:6333/ set POSTGRES_URI=postgresql://jleu3482:jleu1212@localhost:5432/rag_anything echo Starting LightRAG server on port 3015 with enhanced document processing... python -m lightrag.api.lightrag_server --port 3015 --working-dir rag_storage --input-dir inputs --key jleu1212 --auto-scan-at-startup --llm-binding openai --embedding-binding ollama --rerank-binding jina --summary-max-tokens 1200 pause