{
  "createdAt": "2025-08-27T05:44:11.514Z",
  "updatedAt": "2025-09-02T09:53:18.402Z",
  "id": "6PwOxzbr8q0h7QF7",
  "name": "RAG Agent supabase",
  "active": false,
  "isArchived": false,
  "nodes": [
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "typeVersion": 1.1,
      "position": [
        -560,
        592
      ],
      "id": "8119fdb1-f901-45e0-98cb-0b50fd398167",
      "name": "When chat message received"
    },
    {
      "parameters": {
        "model": {
          "__rl": true,
          "value": "o3-mini-2025-01-31",
          "mode": "list",
          "cachedResultName": "o3-mini-2025-01-31"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
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      "position": [
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      ],
      "id": "3c0faa42-a901-4a7f-9d20-90b908e9f73f",
      "name": "OpenAI Chat Model",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1.2,
      "position": [
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      ],
      "id": "78fbc636-178c-48ae-a503-f479ab371b5b",
      "name": "Embeddings OpenAI",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "formTitle": "RAG documents",
        "formFields": {
          "values": [
            {
              "fieldLabel": "pdf documents ",
              "fieldType": "file",
              "multipleFiles": false,
              "acceptFileTypes": "pdf",
              "requiredField": true
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.formTrigger",
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      "position": [
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      ],
      "id": "61c7857c-0ca6-422c-9afd-5b0e9ec3a562",
      "name": "On form submission"
    },
    {
      "parameters": {},
      "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
      "typeVersion": 1.3,
      "position": [
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        800
      ],
      "id": "a8622bbd-27d7-49f4-82ad-0ebb094c15ff",
      "name": "Postgres Chat Memory",
      "credentials": {
        "postgres": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "content": "## Supabase RAG \ub9cc\ub4e4\uae30",
        "height": 112,
        "width": 496
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
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        -208
      ],
      "id": "c341a9d9-f515-484b-9905-11fd029e741f",
      "name": "Sticky Note"
    },
    {
      "parameters": {
        "content": "## 1. \uc2e0\uaddc \ubb38\uc11c \ub4f1\ub85d\ud558\uae30.",
        "height": 512,
        "width": 768,
        "color": 4
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -1408,
        496
      ],
      "id": "9ba9eba1-2aa9-4657-8fb4-ca9e2f2a84a8",
      "name": "Sticky Note1"
    },
    {
      "parameters": {
        "dataType": "binary",
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "typeVersion": 1.1,
      "position": [
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      ],
      "id": "300bbbda-c105-476a-ade1-c5fc78899b08",
      "name": "Default Data Loader"
    },
    {
      "parameters": {
        "content": "## 2. RAG Agent",
        "height": 560,
        "width": 768,
        "color": 2
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        -608,
        496
      ],
      "id": "0bb147c8-f003-4109-9f38-6aaeec8725c9",
      "name": "Sticky Note2"
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.agent",
      "typeVersion": 2.2,
      "position": [
        -368,
        592
      ],
      "id": "1c06d4ec-ac31-4a37-b34d-a26f5653fafc",
      "name": "RAG Agent"
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1.2,
      "position": [
        -112,
        912
      ],
      "id": "8161fbb2-d342-48a7-84b9-4476ed7b681a",
      "name": "text-embedding-3-small",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "value": "1Cj4QL6Irx7haS9qPi-ds_3VhduIkVZiI",
          "mode": "list",
          "cachedResultName": "obsidian_drive",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1Cj4QL6Irx7haS9qPi-ds_3VhduIkVZiI"
        },
        "event": "fileCreated",
        "options": {}
      },
      "type": "n8n-nodes-base.googleDriveTrigger",
      "typeVersion": 1,
      "position": [
        -1376,
        592
      ],
      "id": "b105fa9e-df6a-4d42-8a9d-aa12926402fe",
      "name": "File uploaded",
      "credentials": {
        "googleDriveOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "disabled": true
    },
    {
      "parameters": {
        "operation": "download",
        "fileId": {
          "__rl": true,
          "value": "={{ $json.id }}",
          "mode": "url"
        },
        "options": {}
      },
      "type": "n8n-nodes-base.googleDrive",
      "typeVersion": 3,
      "position": [
        -1168,
        592
      ],
      "id": "8f21e1fb-7132-416f-9577-b1e4119cb4c1",
      "name": "Download file",
      "credentials": {
        "googleDriveOAuth2Api": {
          "name": "<your credential>"
        }
      },
      "disabled": true
    },
    {
      "parameters": {
        "mode": "insert",
        "tableName": {
          "__rl": true,
          "value": "documents",
          "mode": "list",
          "cachedResultName": "documents"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "typeVersion": 1.3,
      "position": [
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      ],
      "id": "f6caf25c-ea5c-4a76-bb48-ebcc36d67419",
      "name": "Supabase Vector Store - Doc",
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      },
      "disabled": true
    },
    {
      "parameters": {},
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        -1376,
        784
      ],
      "id": "003f6680-cbfe-4f45-8117-e3124f909016",
      "name": "When clicking \u2018Execute workflow\u2019",
      "disabled": true
    },
    {
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolDescription": "\uc560\ud50c 3\ubd84\uae30 \uc601\uc5c5\uc2e4\uc801\uc744 \ud638\ucd9c\ud558\uae30.",
        "tableName": {
          "__rl": true,
          "value": "documents",
          "mode": "list",
          "cachedResultName": "documents"
        },
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      },
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      "id": "236e012b-1de6-401f-8089-7d0ff77ece84",
      "name": "Supabase Vector Store",
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "content": "## \uc560\ud50c 3\ubd84\uae30 \uc2e4\uc801 PDF\n- https://www.apple.com/kr/newsroom/2025/07/apple-reports-third-quarter-results/",
        "width": 320
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
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      ],
      "id": "d22c278c-5767-4abe-9940-306b1b51d8ad",
      "name": "Sticky Note3"
    },
    {
      "parameters": {
        "mode": "insert",
        "tableName": {
          "__rl": true,
          "value": "documents",
          "mode": "list",
          "cachedResultName": "documents"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "typeVersion": 1.3,
      "position": [
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      ],
      "id": "fddd6416-490c-4bb9-acc4-58212d200f63",
      "name": "Supabase Vector Store1",
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.agent",
      "typeVersion": 2.2,
      "position": [
        480,
        512
      ],
      "id": "ec726370-1ca2-4d95-a317-e54a2fdf5865",
      "name": "AI Agent"
    },
    {
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "typeVersion": 1.2,
      "position": [
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      ],
      "id": "c1866c3d-ca5d-4da0-9ba1-2d71ab453155",
      "name": "OpenAI Chat Model1",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {},
      "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
      "typeVersion": 1.3,
      "position": [
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        736
      ],
      "id": "8e0ff2d9-4dcf-4e82-9d12-38a3ae2153b1",
      "name": "Postgres Chat Memory1",
      "credentials": {
        "postgres": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolDescription": "\uc560\ud50c 3\ubd84\uae30 \uc2e4\uc801\uc744 \ubd88\ub7ec\uc624\ub294 \ubb38\uc11c",
        "tableName": {
          "__rl": true,
          "value": "documents",
          "mode": "list",
          "cachedResultName": "documents"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "typeVersion": 1.3,
      "position": [
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      ],
      "id": "fecdbe45-8f56-4f06-a520-60faa4484e33",
      "name": "Supabase Vector Store2",
      "credentials": {
        "supabaseApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1.2,
      "position": [
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        880
      ],
      "id": "992454e3-e549-4cf9-a386-23bb04ceebdb",
      "name": "Embeddings OpenAI1",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    }
  ],
  "connections": {
    "When chat message received": {
      "main": [
        [
          {
            "node": "RAG Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "RAG Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings OpenAI": {
      "ai_embedding": [
        [
          {
            "node": "Supabase Vector Store1",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "On form submission": {
      "main": [
        [
          {
            "node": "Supabase Vector Store1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Postgres Chat Memory": {
      "ai_memory": [
        [
          {
            "node": "RAG Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Default Data Loader": {
      "ai_document": [
        [
          {
            "node": "Supabase Vector Store1",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "text-embedding-3-small": {
      "ai_embedding": [
        [
          {
            "node": "Supabase Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "File uploaded": {
      "main": [
        []
      ]
    },
    "Download file": {
      "main": [
        []
      ]
    },
    "When clicking \u2018Execute workflow\u2019": {
      "main": [
        [
          {
            "node": "Download file",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Supabase Vector Store": {
      "ai_tool": [
        [
          {
            "node": "RAG Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Supabase Vector Store - Doc": {
      "main": [
        []
      ]
    },
    "OpenAI Chat Model1": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Postgres Chat Memory1": {
      "ai_memory": [
        [
          {
            "node": "AI Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Supabase Vector Store2": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings OpenAI1": {
      "ai_embedding": [
        [
          {
            "node": "Supabase Vector Store2",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    }
  },
  "settings": {
    "executionOrder": "v1"
  },
  "staticData": {
    "node:File uploaded": {
      "lastTimeChecked": "2025-09-02T05:17:37Z"
    }
  },
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "versionId": "a744175a-ca21-430f-8ec6-5c0944a2e0af",
  "triggerCount": 2,
  "shared": [
    {
      "createdAt": "2025-08-27T05:44:11.514Z",
      "updatedAt": "2025-08-27T05:44:11.514Z",
      "role": "workflow:owner",
      "workflowId": "6PwOxzbr8q0h7QF7",
      "projectId": "sjNgDrdbhRMMF6SK"
    }
  ],
  "tags": [
    {
      "createdAt": "2025-06-25T04:00:38.130Z",
      "updatedAt": "2025-06-25T04:00:38.130Z",
      "id": "EyGUZypc5DKHVUyY",
      "name": "\ud328\uc2a4\ud2b8\ucea0\ud37c\uc2a4"
    }
  ]
}