{
  "workflow": {
    "id": 4501,
    "name": "Build & query RAG system with Google Drive, OpenAI GPT-4o-mini, and Pinecone",
    "views": 4831,
    "recentViews": 1,
    "totalViews": 4831,
    "createdAt": "2025-05-30T01:35:59.082Z",
    "description": "🔍 What This Workflow Does\n\nThis RAG Pipeline in n8n automates document ingestion from Google Drive, vectorizes it using OpenAI embeddings, stores it in Pinecone, and enables chat-based retrieval using LangChain agents.\n\nMain Functions:\n\n📂 Auto-detects new files uploaded to a specific Google Drive folder.\n🧠 Converts the file into embeddings using OpenAI.\n📦 Stores them in a Pinecone vector database.\n💬 Allows a user to query the knowledge base through a chat interface.\n🤖 Uses a GPT-4o-mini model with LangChain to generate intelligent responses using retrieved context.\n⚙️ Setup Instructions\n\n1. Connect Accounts\nEnsure these services are connected in n8n:\n\n✅ Google Drive (OAuth2)\n✅ OpenAI\n✅ Pinecone\nYou can do this in n8n > Credentials > New and use the matching names from the file:\n\nGoogle Drive: \"Google Drive account 2\"\nOpenAI: \"OpenAi success\"\nPinecone: \"PineconeApi account 2\"\n2. Folder Setup\nUpload your documents to this folder in Google Drive:\n\n📁 Power Folder\n\nThe workflow is triggered every minute when a new file is uploaded.\n\n3. Workflow Overview\nA. File Ingestion Path\n\nGoogle Drive Trigger — detects new file.\nGoogle Drive (Download) — downloads the new file.\nRecursive Text Splitter — splits text into chunks.\nDefault Data Loader — loads content as LangChain documents.\nOpenAI Embeddings — converts text chunks into embeddings.\nPinecone Vector Store — stores them in \"ragfile\" index.\nB. Chat Retrieval Path\n\nWhen chat message received — \nAI Agent — LangChain agent managing tools.\nOpenAI Chat Model (GPT-4o-mini) — generates replies.\nPinecone Vector Store (retrieval) — retrieves matching content.\nEmbeddings OpenAI1 — helps match queries to document chunks.\n\n",
    "workflow": {
      "id": "xOFhKr29kjrBDnlw",
      "meta": {
        "instanceId": "2000c64071c20843606b95c63795bb0797c41036047055a6586498e855b96efc",
        "templateCredsSetupCompleted": true
      },
      "name": "Instant RaG Builder",
      "tags": [],
      "nodes": [
        {
          "id": "71812204-ccca-4757-a52f-0cd30c7ef393",
          "name": "Google Drive Trigger",
          "type": "n8n-nodes-base.googleDriveTrigger",
          "position": [
            -440,
            -80
          ],
          "parameters": {
            "event": "fileCreated",
            "options": {},
            "pollTimes": {
              "item": [
                {
                  "mode": "everyMinute"
                }
              ]
            },
            "triggerOn": "specificFolder",
            "folderToWatch": {
              "__rl": true,
              "mode": "list",
              "value": "1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
              "cachedResultUrl": "https://drive.google.com/drive/folders/1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
              "cachedResultName": "ETOO power"
            }
          },
          "credentials": {
            "googleDriveOAuth2Api": {
              "id": "credential-id",
              "name": "googleDriveOAuth2Api Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "e4302b23-c964-421e-a8fd-3e84935a1fea",
          "name": "Google Drive",
          "type": "n8n-nodes-base.googleDrive",
          "position": [
            -220,
            -80
          ],
          "parameters": {
            "fileId": {
              "__rl": true,
              "mode": "id",
              "value": "={{ $json.id }}"
            },
            "options": {},
            "operation": "download"
          },
          "credentials": {
            "googleDriveOAuth2Api": {
              "id": "credential-id",
              "name": "googleDriveOAuth2Api Credential"
            }
          },
          "typeVersion": 3
        },
        {
          "id": "9990d9d8-3c56-49af-beb9-d9a335ed7874",
          "name": "Pinecone Vector Store",
          "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
          "position": [
            40,
            -80
          ],
          "parameters": {
            "mode": "insert",
            "options": {},
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "ragfile",
              "cachedResultName": "ragfile"
            }
          },
          "credentials": {
            "pineconeApi": {
              "id": "credential-id",
              "name": "pineconeApi Credential"
            }
          },
          "typeVersion": 1.1
        },
        {
          "id": "ee09de71-4146-4f51-a036-5eeb0d72044a",
          "name": "Embeddings OpenAI",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
          "position": [
            -40,
            140
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "b1edcf2c-4b19-43dc-9985-dad03a0e6df2",
          "name": "Default Data Loader",
          "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
          "position": [
            180,
            140
          ],
          "parameters": {
            "options": {},
            "dataType": "binary"
          },
          "typeVersion": 1
        },
        {
          "id": "1db4c053-9953-4a63-91cc-676fc59d434d",
          "name": "Recursive Character Text Splitter",
          "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
          "position": [
            200,
            260
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 1
        },
        {
          "id": "80e69d74-18ca-4d47-8900-9fa070fd2b22",
          "name": "AI Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -440,
            440
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 2
        },
        {
          "id": "9679f79a-cbee-4d6e-9633-76c96e5c7ffc",
          "name": "When chat message received",
          "type": "@n8n/n8n-nodes-langchain.chatTrigger",
          "position": [
            -720,
            440
          ],
          "webhookId": "fa37c7db-d78c-4a86-9de3-7cb6805de74f",
          "parameters": {
            "options": {}
          },
          "typeVersion": 1.1
        },
        {
          "id": "3ea509ac-f5dd-410f-b310-587382770773",
          "name": "OpenAI Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -440,
            620
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "6bbee514-a4c6-4ea9-97fb-02d0343c93a9",
          "name": "Pinecone Vector Store1",
          "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
          "position": [
            -140,
            600
          ],
          "parameters": {
            "mode": "retrieve-as-tool",
            "options": {},
            "toolName": "knowledge_base",
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "ragfile",
              "cachedResultName": "ragfile"
            },
            "toolDescription": "call this tool to access the database"
          },
          "credentials": {
            "pineconeApi": {
              "id": "credential-id",
              "name": "pineconeApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "37fd9772-35c6-4310-b449-f1b07b729f6d",
          "name": "Embeddings OpenAI1",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
          "position": [
            60,
            760
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "51c6804d-6b49-4a5f-a475-26abef7925b0",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1220,
            80
          ],
          "parameters": {
            "width": 460,
            "height": 620,
            "content": "## Instant RaG Builder: Drive to Pinecone\n\n**Author** **David Olusola**\n\n**Set Up** :✅ Connect credentials:\n    Google Drive, OpenAI, Pinecone\n\n📁 Upload file to:\n    Google Drive folder (auto-watched)\n\n🔄 Workflow does the rest:\n    - Downloads file\n    - Splits text\n    - Creates embeddings\n    - Stores in Pinecone\n\n💬 Send a chat message to the Agent\n    → Query stored knowledge instantly!"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "f8ed5291-ab8f-428a-9728-8db5b3c04122",
      "connections": {
        "Google Drive": {
          "main": [
            [
              {
                "node": "Pinecone Vector Store",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Embeddings OpenAI": {
          "ai_embedding": [
            [
              {
                "node": "Pinecone Vector Store",
                "type": "ai_embedding",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "AI Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Embeddings OpenAI1": {
          "ai_embedding": [
            [
              {
                "node": "Pinecone Vector Store1",
                "type": "ai_embedding",
                "index": 0
              }
            ]
          ]
        },
        "Default Data Loader": {
          "ai_document": [
            [
              {
                "node": "Pinecone Vector Store",
                "type": "ai_document",
                "index": 0
              }
            ]
          ]
        },
        "Google Drive Trigger": {
          "main": [
            [
              {
                "node": "Google Drive",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Pinecone Vector Store1": {
          "ai_tool": [
            [
              {
                "node": "AI Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "When chat message received": {
          "main": [
            [
              {
                "node": "AI Agent",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Recursive Character Text Splitter": {
          "ai_textSplitter": [
            [
              {
                "node": "Default Data Loader",
                "type": "ai_textSplitter",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 12,
      "nodeTypes": {
        "n8n-nodes-base.stickyNote": {
          "count": 1
        },
        "n8n-nodes-base.googleDrive": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "n8n-nodes-base.googleDriveTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.chatTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.embeddingsOpenAi": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.vectorStorePinecone": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.documentDefaultDataLoader": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "David Olusola",
      "username": "dae221",
      "bio": "I design enterprise-grade automation systems that eliminate bottlenecks, cut manual work by 70%+, and unlock millions in lost revenue opportunities. My clients — typically achieve 5–10x ROI within the first 90 days. Currently partnering with select high-growth companies ready to scale faster with AI automation.  david@daexai.com",
      "verified": true,
      "links": [
        ""
      ],
      "avatar": "https://gravatar.com/avatar/2abbc4c9e828c54a8d8838beda1382e8e4a66684ef9fa8451dbeb3e72b0c9f9c?r=pg&d=retro&size=200"
    },
    "nodes": [
      {
        "id": 58,
        "icon": "file:googleDrive.svg",
        "name": "n8n-nodes-base.googleDrive",
        "codex": {
          "data": {
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/your-business-doesnt-need-you-to-operate/",
                  "icon": " 🖥️",
                  "label": "Hey founders! Your business doesn't need you to operate"
                },
                {
                  "url": "https://n8n.io/blog/why-this-product-manager-loves-workflow-automation-with-n8n/",
                  "icon": "🧠",
                  "label": "Why this Product Manager loves workflow automation with n8n"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googledrive/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/google/oauth-single-service/"
                }
              ]
            },
            "categories": [
              "Data & Storage"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Google Drive"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Google Drive",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 3,
            "name": "Data & Storage"
          }
        ]
      },
      {
        "id": 531,
        "icon": "file:googleDrive.svg",
        "name": "n8n-nodes-base.googleDriveTrigger",
        "codex": {
          "data": {
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/trigger-nodes/n8n-nodes-base.googledrivetrigger/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/google/oauth-single-service/"
                }
              ]
            },
            "categories": [
              "Data & Storage"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "Google Drive Trigger"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Google Drive Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 3,
            "name": "Data & Storage"
          }
        ]
      },
      {
        "id": 565,
        "icon": "fa:sticky-note",
        "name": "n8n-nodes-base.stickyNote",
        "codex": {
          "data": {
            "alias": [
              "Comments",
              "Notes",
              "Sticky"
            ],
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Sticky Note",
          "color": "#FFD233"
        },
        "iconData": {
          "icon": "sticky-note",
          "type": "icon"
        },
        "displayName": "Sticky Note",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1119,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agent",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
                }
              ]
            },
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              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
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          "name": "AI Agent",
          "color": "#404040"
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          "type": "icon"
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            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
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        ]
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        "icon": "file:openAiLight.svg",
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                }
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              "Langchain"
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            "subcategories": {
              "AI": [
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        "group": "[\"transform\"]",
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                "Root Nodes"
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              "Language Models": [
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            "name": "AI"
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          {
            "id": 26,
            "name": "Langchain"
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        ]
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        "icon": "fa:grip-lines-vertical",
        "name": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
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              ]
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            "subcategories": {
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        "group": "[\"transform\"]",
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        "iconData": {
          "icon": "grip-lines-vertical",
          "type": "icon"
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        "displayName": "Recursive Character Text Splitter",
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            "name": "AI"
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        "id": 1230,
        "icon": "file:pinecone.svg",
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              "Tools": [
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              "Vector Stores": [
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              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
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        "displayName": "Pinecone Vector Store",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1243,
        "icon": "file:binary.svg",
        "name": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
        "codex": {
          "data": {
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                }
              ]
            },
            "categories": [
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            ],
            "subcategories": {
              "AI": [
                "Document Loaders"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Default Data Loader"
        },
        "iconData": {
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            "name": "AI"
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            "id": 26,
            "name": "Langchain"
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      },
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        "icon": "fa:comments",
        "name": "@n8n/n8n-nodes-langchain.chatTrigger",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
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                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.chattrigger/"
                }
              ]
            },
            "categories": [
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              "Langchain"
            ]
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "When chat message received"
        },
        "iconData": {
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          "type": "icon"
        },
        "displayName": "Chat Trigger",
        "typeVersion": 1,
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            "name": "Core Nodes"
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            "name": "Langchain"
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      }
    ],
    "categories": [
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        "id": 42,
        "name": "Internal Wiki"
      },
      {
        "id": 48,
        "name": "AI RAG"
      }
    ],
    "image": []
  }
}