Projects (RAG)

June 25, 2026 · View on GitHub

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Projects

  • Group related chats; give a project instructions (a system prompt prepended to every chat in it).
  • Knowledge base — upload documents (txt, md, PDF, DOCX), images, audio, or video. Audio is transcribed; video frames are read by the vision model. Everything is chunked + embedded locally (LanceDB) and retrieved when you chat in the project.
  • Your chats, Files, and Artifacts for the project are all in one place.
  • Retrieval in the free build spans your uploaded documents (captured-memory retrieval is a Pro feature).