AgenticRAG MCP Server

#!/usr/bin/env python3 """Check available collections in ChromaDB.""" import chromadb from chromadb.config import Settings as ChromaSettings from dotenv import load_dotenv load_dotenv() # Initialize ChromaDB client client = chromadb.PersistentClient( path="./chroma_db", settings=ChromaSettings( anonymized_telemetry=False, allow_reset=False ) ) # List collections collections = client.list_collections() print(f"Found {len(collections)} collections:") for collection_name in collections: # In newer ChromaDB, list_collections returns just names try: # Get the actual collection to access its properties col = client.get_collection(collection_name) print(f" - {collection_name} (count: {col.count()})") except Exception as e: print(f" - {collection_name} (error: {e})") if not collections: print("\nNo collections found. You need to index a repository first.") print("Run: python test_indexing.py")