{
  "description": "Knowledge sources (NotebookLM + Dify KB) for Automation domain",
  "sources": {
    "notebooklm": {
      "description": "NotebookLM - conhecimento curado profundo via Gemini 2.5 RAG (PRIMARIO)",
      "query_tool": "mcp__notebooklm__notebook_query",
      "notebooks": [
        {
          "id": "f2c809b8-1cb5-4dd0-aa7e-be2cfb6704d1",
          "title": "n8n",
          "topics": [
            "n8n"
          ],
          "maps_from_dify": "n8n"
        },
        {
          "id": "929ef67b-c131-4f01-abd0-8b078491a6b7",
          "title": "AI Automation Stack",
          "topics": [
            "dify"
          ],
          "maps_from_dify": "Dify"
        },
        {
          "id": "be6f72ac-f8ba-4337-912d-abd5dd448519",
          "title": "Open WebUI",
          "topics": [
            "open",
            "webui"
          ],
          "maps_from_dify": "Open WebUI"
        },
        {
          "id": "ab876d0d-12a8-43d9-bc62-59c1c8e9d0f8",
          "title": "Transformacao Digital e IA",
          "topics": [
            "ferramentas",
            "automacao"
          ],
          "maps_from_dify": "Ferramentas Automacao e IA"
        }
      ]
    },
    "dify_kb": {
      "description": "Dify KB - datasets tematicos (FALLBACK)",
      "query_tool": "mcp__dify-kb__dify_kb_retrieve_segments",
      "datasets": [
        {
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          "name": "n8n",
          "priority": 1,
          "document_count": 1,
          "word_count": 206928
        },
        {
          "id": "44d1517b-65b8-4d81-8253-5683ff0b8830",
          "name": "Dify",
          "priority": 1,
          "document_count": 4,
          "word_count": 1244175
        },
        {
          "id": "b0a5e9e6-0d39-4e56-8c61-72c8e14ca41d",
          "name": "Flowise",
          "priority": 2,
          "document_count": 3,
          "word_count": 245565
        },
        {
          "id": "b3e994c9-f642-4f23-a3db-8d9e344d489f",
          "name": "Typebot",
          "priority": 2,
          "document_count": 1,
          "word_count": 79608
        },
        {
          "id": "728bed1f-79cb-4e56-aa8a-8dd961197354",
          "name": "Chatwoot",
          "priority": 2,
          "document_count": 7,
          "word_count": 149615
        },
        {
          "id": "76f14ca9-7e11-4924-9ebc-ccd79876aa78",
          "name": "Baserow",
          "priority": 2,
          "document_count": 1,
          "word_count": 53665
        },
        {
          "id": "ebf7e4aa-5d2c-49f0-bbb3-f73711a9e0b3",
          "name": "Open WebUI",
          "priority": 2,
          "document_count": 3,
          "word_count": 15266191
        },
        {
          "id": "22f1d0cf-0661-4a5d-ad0e-b3c1cd2c234a",
          "name": "Ferramentas Automacao e IA",
          "priority": 1,
          "document_count": 41,
          "word_count": 805400
        },
        {
          "id": "a8987108-2121-4e55-b055-67fe70f8aae0",
          "name": "Moodle",
          "priority": 3,
          "document_count": 40,
          "word_count": 764457
        }
      ]
    }
  }
}