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Library / SDK Retrieval & Memory

Chroma

1The 2open-source 3embedding 4database 5for 6AI.

the six Ws · specification

W1 Who

Open-source embedding database from Chroma.

W2 What

Stores and searches embeddings for retrieval.

W3 Where

Embedded in-process or as a server.

W4 When

When adding memory or RAG to apps.

W5 Why

A simple, developer-friendly starting vector store.

W6 With

An embedding model and your documents.

PythonVector-DBRAGEmbeddings

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.