{
  "name": "simple_vector_db",
  "nodes": [
    {
      "parameters": {
        "content": "## 1. VectorDB \uc800\uc7a5\n- \uad6c\uae00 \ub4dc\ub77c\uc774\ube0c \uacbd\ub85c\uc5d0\n- \ud30c\uc77c\uc774 \uc800\uc7a5\ub418\uba74\n- Vector DB\ub85c \ubcc0\ud658",
        "height": 620,
        "width": 860
      },
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -580,
        -240
      ],
      "typeVersion": 1,
      "id": "5bae3ef5-00e9-4afc-8982-46a0378ac59d",
      "name": "Sticky Note"
    },
    {
      "parameters": {
        "content": "## 2. \ucc44\ud305\uc744 \ud1b5\ud574 RAG \uad6c\uc131\n- Vector DB\ub97c \ubd88\ub7ec\uc634\n- Tool\ub85c \uc5f0\uacb0",
        "height": 620,
        "width": 760
      },
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        320,
        -240
      ],
      "typeVersion": 1,
      "id": "4d79675b-2247-408f-9ed5-dd38c17334eb",
      "name": "Sticky Note1"
    },
    {
      "parameters": {
        "pollTimes": {
          "item": [
            {}
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "value": "13MNLhucMhOcJcTPOSA-eswiivTPvHQMm",
          "mode": "list",
          "cachedResultName": "PAPER",
          "cachedResultUrl": "https://drive.google.com/drive/folders/13MNLhucMhOcJcTPOSA-eswiivTPvHQMm"
        },
        "event": "fileCreated",
        "options": {}
      },
      "type": "n8n-nodes-base.googleDriveTrigger",
      "typeVersion": 1,
      "position": [
        -520,
        -80
      ],
      "id": "86d9461f-ddab-4788-aa24-fed891a90d10",
      "name": "Google Drive Trigger",
      "credentials": {
        "googleDriveOAuth2Api": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "operation": "download",
        "fileId": {
          "__rl": true,
          "value": "={{ $json.id }}",
          "mode": "id"
        },
        "options": {}
      },
      "type": "n8n-nodes-base.googleDrive",
      "typeVersion": 3,
      "position": [
        -300,
        -80
      ],
      "id": "c663736e-403a-4ffb-9785-40e3fd94c883",
      "name": "Google Drive",
      "credentials": {
        "googleDriveOAuth2Api": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "mode": "insert",
        "qdrantCollection": {
          "__rl": true,
          "value": "docs",
          "mode": "list",
          "cachedResultName": "docs"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "typeVersion": 1.1,
      "position": [
        -120,
        -80
      ],
      "id": "a4c8850a-e5a5-48b8-98c5-41adb4591c0e",
      "name": "Qdrant Vector Store",
      "credentials": {
        "qdrantApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1.2,
      "position": [
        -260,
        120
      ],
      "id": "4eccc977-f311-4218-a044-71f624b6a79b",
      "name": "Embeddings OpenAI",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "typeVersion": 1,
      "position": [
        -80,
        100
      ],
      "id": "8705e5b6-c3a5-44bc-a819-fa65d2e7ed09",
      "name": "Default Data Loader"
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "typeVersion": 1,
      "position": [
        -100,
        280
      ],
      "id": "60255bda-bc71-4906-a358-cd80db479fa0",
      "name": "Recursive Character Text Splitter"
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "typeVersion": 1.1,
      "position": [
        400,
        -100
      ],
      "id": "4a7a29a7-194c-4d5a-a8f7-a0617fbd1332",
      "name": "When chat message received"
    },
    {
      "parameters": {
        "promptType": "define",
        "text": "={{ $json.chatInput }}",
        "options": {
          "systemMessage": "You are a helpful assistant.use `rag_knowledge_base` when the user wants answers"
        }
      },
      "type": "@n8n/n8n-nodes-langchain.agent",
      "typeVersion": 1.9,
      "position": [
        580,
        -100
      ],
      "id": "be669c63-73a9-4d3d-a520-371326d317a5",
      "name": "AI Agent"
    },
    {
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "typeVersion": 1.2,
      "position": [
        500,
        140
      ],
      "id": "5559cc4e-a67f-4dad-aa4a-debb465cbb19",
      "name": "OpenAI Chat Model",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "mode": "retrieve-as-tool",
        "toolName": "rag_knowledge_base",
        "toolDescription": "work with vector store in qdrant collection",
        "qdrantCollection": {
          "__rl": true,
          "value": "docs",
          "mode": "list",
          "cachedResultName": "docs"
        },
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "typeVersion": 1.1,
      "position": [
        700,
        140
      ],
      "id": "4ab2a40e-3519-4f67-b506-f155b78d38d8",
      "name": "Qdrant Vector Store1",
      "credentials": {
        "qdrantApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1.2,
      "position": [
        700,
        260
      ],
      "id": "e2d09e9e-e72c-4bd9-8635-88e8d93b21ef",
      "name": "Embeddings OpenAI1",
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    }
  ],
  "connections": {
    "Google Drive Trigger": {
      "main": [
        [
          {
            "node": "Google Drive",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Google Drive": {
      "main": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings OpenAI": {
      "ai_embedding": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Default Data Loader": {
      "ai_document": [
        [
          {
            "node": "Qdrant Vector Store",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Recursive Character Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Default Data Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "AI Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Qdrant Vector Store1": {
      "ai_tool": [
        [
          {
            "node": "AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings OpenAI1": {
      "ai_embedding": [
        [
          {
            "node": "Qdrant Vector Store1",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "51ea3862-74de-4605-8a31-fada880dc4fd",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "id": "Q3TsyEPGygLrVWKb",
  "tags": []
}