{
  "description": "Knowledge sources (NotebookLM + Dify KB) for Marketing domain - includes 15 core datasets + 10 mentor datasets",
  "sources": {
    "notebooklm": {
      "description": "NotebookLM - conhecimento curado profundo via Gemini 2.5 RAG (PRIMARIO)",
      "query_tool": "mcp__notebooklm__notebook_query",
      "notebooks": [
        {
          "id": "76647e0f-3ae2-4c00-a0a8-f457aebf5655",
          "title": "Marketing Digital Avancado",
          "topics": [
            "marketing"
          ],
          "maps_from_dify": "Marketing"
        },
        {
          "id": "9053d0e8-dd39-460b-b5ea-e67af3e9a675",
          "title": "Social Media e Branding",
          "topics": [
            "marketing",
            "redes",
            "sociais"
          ],
          "maps_from_dify": "Marketing Redes Sociais"
        },
        {
          "id": "7b8fec17-d34f-4e3f-a8c6-8231e51f6323",
          "title": "Copywriting e Persuasao",
          "topics": [
            "copywriting"
          ],
          "maps_from_dify": "Copywriting"
        },
        {
          "id": "058a896e-6c9a-4e51-ae7d-9adb2738bc5f",
          "title": "Producao de Video e Youtube",
          "topics": [
            "youtube",
            "marketing"
          ],
          "maps_from_dify": "Youtube Marketing"
        },
        {
          "id": "79d43410-0e29-4be1-881d-84db6bdc239a",
          "title": "Estrategia e Empreendedorismo",
          "topics": [
            "mentor:",
            "seth",
            "godin"
          ],
          "maps_from_dify": "Mentor: Seth Godin"
        },
        {
          "id": "4c595973-ba10-420a-a3bf-e4389e424ad3",
          "title": "Marketing Digital PT",
          "topics": [
            "mentor:",
            "alex",
            "vargas"
          ],
          "maps_from_dify": "Mentor: Alex Vargas"
        },
        {
          "id": "0c9c079c-a426-486c-99eb-1564d42d37ad",
          "title": "Gestao de Projectos e Agile",
          "topics": [
            "mentor:",
            "ricardo",
            "piovan"
          ],
          "maps_from_dify": "Mentor: Ricardo Piovan"
        }
      ]
    },
    "dify_kb": {
      "description": "Dify KB - datasets tematicos (FALLBACK)",
      "query_tool": "mcp__dify-kb__dify_kb_retrieve_segments",
      "datasets": [
        {
          "id": "0fe0199e-9859-4969-bf74-b24eb68491c8",
          "name": "Marketing",
          "priority": 1,
          "document_count": 30,
          "word_count": 8356497
        },
        {
          "id": "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24",
          "name": "Marketing Digital",
          "priority": 1,
          "document_count": 124,
          "word_count": 13001825
        },
        {
          "id": "061f19a3-d4b6-4383-9f44-620742167201",
          "name": "Marketing de Conteudo",
          "priority": 1,
          "document_count": 18,
          "word_count": 1781689
        },
        {
          "id": "66117552-348f-455d-9aca-2da722567693",
          "name": "Marketing Redes Sociais",
          "priority": 1,
          "document_count": 35,
          "word_count": 4049108
        },
        {
          "id": "4fa03558-6a81-4620-9f8b-6de39d33e7d9",
          "name": "Gestao de Marketing",
          "priority": 1,
          "document_count": 17,
          "word_count": 15810824
        },
        {
          "id": "2bd26243-437b-46b2-99f6-a7e1d032644c",
          "name": "Gestao de Trafego",
          "priority": 1,
          "document_count": 16,
          "word_count": 2046225
        },
        {
          "id": "b93c6475-2f22-412e-ba9d-666eb081b872",
          "name": "SEO",
          "priority": 1,
          "document_count": 35,
          "word_count": 7620010
        },
        {
          "id": "78e36113-cb41-4bf4-bdb1-25a3f18d9b1f",
          "name": "Copywriting",
          "priority": 1,
          "document_count": 50,
          "word_count": 3847634
        },
        {
          "id": "27094c37-12c0-4fae-a926-382d20b45c09",
          "name": "Email Marketing",
          "priority": 2,
          "document_count": 6,
          "word_count": 176788
        },
        {
          "id": "aded3d71-ec6e-4ffb-aa52-75a3896a2e0d",
          "name": "Blogging",
          "priority": 2,
          "document_count": 5,
          "word_count": 717461
        },
        {
          "id": "baa1b3e6-ebf0-4413-84b2-63d1164867ea",
          "name": "Youtube Marketing",
          "priority": 2,
          "document_count": 5,
          "word_count": 374330
        },
        {
          "id": "ec06a8d0-f672-41f6-9abe-780f9c251c50",
          "name": "Branding",
          "priority": 2,
          "document_count": 11,
          "word_count": 2251189
        },
        {
          "id": "05754d68-180b-4885-9c3d-bf6900fd4ff0",
          "name": "Growth Hacking",
          "priority": 2,
          "document_count": 4,
          "word_count": 163069
        },
        {
          "id": "d769198a-0d80-43ac-890a-3e7ba1a8d746",
          "name": "Elastic Email",
          "priority": 3,
          "document_count": 2,
          "word_count": 33043
        },
        {
          "id": "a7ba6005-517c-41ab-ac5e-da1c1a1c62ef",
          "name": "Vendas",
          "priority": 2,
          "document_count": 5,
          "word_count": 454194
        },
        {
          "id": "3a2e536c-4985-42df-9a00-f0a4dfe720a3",
          "name": "Mentor: Seth Godin",
          "priority": 2,
          "document_count": 19,
          "word_count": 828132
        },
        {
          "id": "0e46a634-bd1e-4e11-937e-26d11b77211a",
          "name": "Mentor: Russel Brunson",
          "priority": 2,
          "document_count": 13,
          "word_count": 3316099
        },
        {
          "id": "6ff761b3-a054-435c-8fc3-a6e6c3a0afaf",
          "name": "Mentor: Neil Patel",
          "priority": 2,
          "document_count": 64,
          "word_count": 8493302
        },
        {
          "id": "1a243661-c3d5-49ce-a749-40865b6976ad",
          "name": "Mentor: Gary Vee",
          "priority": 2,
          "document_count": 20,
          "word_count": 6062799
        },
        {
          "id": "14fa612e-284c-436f-a145-76a5da66cce5",
          "name": "Mentor: Alex Vargas",
          "priority": 2,
          "document_count": 160,
          "word_count": 2029565
        },
        {
          "id": "d9ea0f19-7176-47eb-b7bf-e605b4550297",
          "name": "Mentor: Natanael Oliveira",
          "priority": 3,
          "document_count": 16,
          "word_count": 123419
        },
        {
          "id": "20e20347-8c57-495b-97aa-1a3ce86dd710",
          "name": "Mentor: Conrado Adolfo",
          "priority": 3,
          "document_count": 10,
          "word_count": 5269844
        },
        {
          "id": "d022a48a-59ac-4e27-b376-b58786a082c6",
          "name": "Mentor: Sam Ovens",
          "priority": 3,
          "document_count": 2,
          "word_count": 221336
        },
        {
          "id": "74b2862e-3ac0-4939-94ec-400eb212472b",
          "name": "Mentor: Ricardo Piovan",
          "priority": 3,
          "document_count": 8,
          "word_count": 545213
        },
        {
          "id": "c4ac6e3b-8173-46fb-8ad4-8051e15988c5",
          "name": "Mentor: Flavio Augusto",
          "priority": 3,
          "document_count": 3,
          "word_count": 578484
        }
      ]
    }
  }
}