Ingest RAG

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

{
  "name": "ingest_RAG",
  "nodes": [
    {
      "parameters": {},
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        80,
        48
      ],
      "id": "bff45c91-cc5d-4401-b339-2a42890e3582",
      "name": "manual_trigger"
    },
    {
      "parameters": {
        "operation": "download",
        "fileId": {
          "__rl": true,
          "value": "1KkxmtaSw1sm5P7wRHymZxOYtQiI_hNGw",
          "mode": "list",
          "cachedResultName": "Base de Conocimientos_ TechNova Solutions ERP.pdf",
          "cachedResultUrl": "https://drive.google.com/file/d/1KkxmtaSw1sm5P7wRHymZxOYtQiI_hNGw/view?usp=drivesdk"
        },
        "options": {}
      },
      "type": "n8n-nodes-base.googleDrive",
      "typeVersion": 3,
      "position": [
        304,
        48
      ],
      "id": "18bb12c0-d8f7-4f2f-9cbc-846606e3fc64",
      "name": "download_file",
      "credentials": {
        "googleDriveOAuth2Api": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "mode": "insert",
        "tableName": {
          "__rl": true,
          "value": "documentos_soporte",
          "mode": "list",
          "cachedResultName": "documentos_soporte"
        },
        "options": {}
      },
      "id": "262d1a23-275c-4869-a74f-ce92924bb8ca",
      "name": "populate_vectorial_db",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        560,
        48
      ],
      "typeVersion": 1,
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "model": "text-embedding-3-small",
        "options": {}
      },
      "id": "b309a3eb-8da6-4eeb-835c-ed2c3b464f53",
      "name": "embeddings_3_small",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        528,
        272
      ],
      "typeVersion": 1,
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "dataType": "binary",
        "options": {}
      },
      "id": "f7f29560-a203-408d-9770-995f1c8223ab",
      "name": "data_loader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        656,
        272
      ],
      "typeVersion": 1
    },
    {
      "parameters": {
        "chunkOverlap": 200,
        "options": {}
      },
      "id": "b2fbc80d-8aec-4088-ba1f-73d166a4933c",
      "name": "recursive_character_text_splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        736,
        480
      ],
      "typeVersion": 1
    },
    {
      "parameters": {
        "content": "Ejecuci\u00f3n manual",
        "height": 224,
        "width": 224
      },
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        16,
        -32
      ],
      "typeVersion": 1,
      "id": "05efd2c2-1b99-4b7b-a76f-bad205afa81b",
      "name": "Sticky Note"
    },
    {
      "parameters": {
        "content": "Descarga de archivo en formato `PDF`.",
        "height": 224,
        "width": 160,
        "color": 2
      },
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        272,
        -32
      ],
      "typeVersion": 1,
      "id": "157adc6b-d138-4700-8dfd-65f9bd12b131",
      "name": "Sticky Note1"
    },
    {
      "parameters": {
        "content": "Sistema de carga vectorial consistente en:\n- Base de datos vectorial en Supabase.\n- Modelo de `embeddings`.\n- `Document Loader`.\n- `Text Splitter`.",
        "height": 704,
        "width": 480,
        "color": 3
      },
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        464,
        -80
      ],
      "typeVersion": 1,
      "id": "7b23885e-0dc5-4748-bb28-be50bb0d37d0",
      "name": "Sticky Note2"
    }
  ],
  "connections": {
    "manual_trigger": {
      "main": [
        [
          {
            "node": "download_file",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "download_file": {
      "main": [
        [
          {
            "node": "populate_vectorial_db",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "embeddings_3_small": {
      "ai_embedding": [
        [
          {
            "node": "populate_vectorial_db",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "data_loader": {
      "ai_document": [
        [
          {
            "node": "populate_vectorial_db",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "recursive_character_text_splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "data_loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1",
    "binaryMode": "separate",
    "availableInMCP": false
  },
  "versionId": "13ccaa80-c4ba-4290-aaa4-9b1fd48fab89",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "id": "tNwjE4g2zeusHIb1",
  "tags": []
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

• googleDriveOAuth2Api
• openAiApi
• supabaseApi

About this workflow

ingest_RAG. Uses googleDrive, vectorStoreSupabase, embeddingsOpenAi, documentDefaultDataLoader. Event-driven trigger; 9 nodes.

Source: https://github.com/DarioArteaga/n8n-agent-flows/blob/aad6993af837c4e54302cf58ad253b8872c2da80/rag/ingest_RAG.json — original creator credit. Request a take-down →

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