AnythingLLM: all-in-one private AI application with agents and document chat, README overview

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  "revision": {
    "ref": "commit 308b27662b2f6fd4947791d61c797945c609fcbc",
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    "source_url": "https://raw.githubusercontent.com/Mintplex-Labs/anything-llm/308b27662b2f6fd4947791d61c797945c609fcbc/README.md"
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  "checked_at": "2026-11-07T11:33:08.601Z",
  "usefulness": "- Chat with ingested documents using a local or cloud LLM.\n- Build no-code agents and connect MCP tools.\n- Serve several users with permissions on the Docker version.",
  "source_type": "repository",
  "availability": "available",
  "source_owner": "Mintplex Labs (declared repository namespace)",
  "known_limitations": [
    "The README text read gives no version or hardware requirements; the Docker route needs a container runtime.\n\n- Multi-user support is Docker only.\n- Telemetry is described in the README; read it before use.\n\nSource-documented: a badge names MIT. Connected LLM providers have their own terms and costs. See the README telemetry section for data collection and opt-out.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on overview, features, self-hosting and licence badge README text only; other sections were not read in full. Nothing was installed or run.",
    "Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.",
    "Source-documented steps; execution not performed. Internal affiliated review is not independent validation."
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