{
  "id": "tool:danswer",
  "_kind": "Tool",
  "_file": "domain/tools/tools-knowledge-platforms.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Danswer (Onyx)",
    "homepageUrl": "https://github.com/onyx-dot-app/onyx",
    "kind": "other",
    "description": "Open-source enterprise question-answering system (rebranded as Onyx)\nthat connects to organizational data sources and provides RAG-powered\nsearch with cited answers. Supports 25+ connectors including Confluence,\nSlack, Google Drive, GitHub, Notion, and Jira. Self-hostable with\nDocker Compose, uses hybrid retrieval (dense + sparse) with\ncross-encoder re-ranking. Includes document-level access control\nthat respects source permissions.\n"
  },
  "outgoingEdges": [
    {
      "from": "tool:danswer",
      "to": "language:python",
      "kind": "belongs_to_language"
    },
    {
      "from": "tool:danswer",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:danswer",
      "to": "skill-area:rag-pipeline-engineering",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:danswer",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "used_for"
    },
    {
      "from": "tool:danswer",
      "to": "skill-area:rag-pipeline-engineering",
      "kind": "used_for"
    },
    {
      "from": "tool:danswer",
      "to": "tool:quivr",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Open-source RAG platforms"
      }
    },
    {
      "from": "tool:danswer",
      "to": "tool:private-gpt",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "OSS RAG — Danswer is multi-source enterprise; PrivateGPT is local-only"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-fabric-impl:danswer-fabric",
      "to": "tool:danswer",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "skill-area:knowledge-fabric-design",
      "to": "tool:danswer",
      "kind": "uses_tool"
    },
    {
      "from": "tool:quivr",
      "to": "tool:danswer",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Open-source RAG platforms"
      }
    },
    {
      "from": "tool:private-gpt",
      "to": "tool:danswer",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "OSS RAG — PrivateGPT is local-only; Danswer is multi-source enterprise"
      }
    }
  ]
}