import requests

def check_classification_search():
    base_url = 'http://localhost:3015'
    headers = {'X-API-Key': 'jleu1212', 'Content-Type': 'application/json'}
    
    # Search for classification content
    query = "Image Classifications:"
    print(f"🔍 Searching for: '{query}'")
    
    try:
        response = requests.post(f"{base_url}/api/search", headers=headers, json={'query': query, 'top_k': 10}, timeout=20)
        print(f'Status: {response.status_code}')
        
        if response.status_code == 200:
            results = response.json()
            chunks = results.get('chunks', [])
            print(f'Chunks found: {len(chunks)}')
            
            for i, chunk in enumerate(chunks):
                print(f'Chunk {i+1}:')
                print(f'  File: {chunk.get("file_path")}')
                content = chunk.get('content', '')
                
                if 'Image Classifications:' in content:
                    print(f'  Contains Image Classifications: YES')
                    # Find and print the classification section
                    lines = content.split('\n')
                    for line in lines:
                        if 'Image Classifications:' in line or 'bee' in line.lower():
                            print(f'    {line}')
                else:
                    print(f'  Contains Image Classifications: NO')
                
                print(f'  Content preview: {content[:200]}...')
        else:
            print(f'Error: {response.text}')
            
    except Exception as e:
        print(f'Exception: {e}')

if __name__ == '__main__':
    check_classification_search()