import chromadbclient = chromadb.CloudClient()collection = client.get_or_create_collection(name="my_documents")collection.add( documents=[ "Hello, world!", "Chroma is a retrieval database for AI applications.", "Try vector, full-text, regex, and metadata search." ], metadatas=[ {"source": "tutorial", "type": "greeting"}, {"source": "tutorial", "type": "description"}, {"source": "tutorial", "type": "features"} ], ids=["doc1", "doc2", "doc3"])results = collection.query( query_texts=["greeting"], n_results=1, where={"source": "tutorial"}, include=["documents", "metadatas"])print(results)
First seen: 2025-08-19 17:58
Last seen: 2025-08-20 02:03