{
  "id": "tool:quivr",
  "_kind": "Tool",
  "_file": "domain/tools/tools-knowledge-platforms.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Quivr",
    "homepageUrl": "https://github.com/QuivrHQ/quivr",
    "kind": "other",
    "description": "Open-source second brain platform for teams that combines RAG with\npersonal and shared knowledge management. Upload documents, connect\ndata sources, and ask questions grounded in your organization's\nknowledge. Supports multiple LLM backends, vector store options,\nand multi-user workspaces. Built with Python/FastAPI backend and\nNext.js frontend.\n"
  },
  "outgoingEdges": [
    {
      "from": "tool:quivr",
      "to": "language:python",
      "kind": "belongs_to_language"
    },
    {
      "from": "tool:quivr",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:quivr",
      "to": "skill-area:rag-pipeline-engineering",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:quivr",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "used_for"
    },
    {
      "from": "tool:quivr",
      "to": "skill-area:rag-pipeline-engineering",
      "kind": "used_for"
    },
    {
      "from": "tool:quivr",
      "to": "tool:danswer",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Open-source RAG platforms"
      }
    },
    {
      "from": "tool:quivr",
      "to": "tool:private-gpt",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "OSS RAG — Quivr is team-oriented; PrivateGPT is fully local"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-fabric-impl:quivr-fabric",
      "to": "tool:quivr",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "tool:danswer",
      "to": "tool:quivr",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Open-source RAG platforms"
      }
    },
    {
      "from": "tool:private-gpt",
      "to": "tool:quivr",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "OSS RAG — PrivateGPT is fully local; Quivr is team-oriented"
      }
    }
  ]
}