{
  "workflow": {
    "id": 4552,
    "name": "Index Documents from Google Drive to Pinecone with OpenAI Embeddings for RAG",
    "views": 3592,
    "recentViews": 1,
    "totalViews": 3592,
    "createdAt": "2025-06-01T07:53:00.731Z",
    "description": "🧠 Google Drive Upload Trigger → Pinecone Vector Upsert for Document Indexing\nCategory: AI & LLM / Document Indexing\nLevel: Intermediate\nTags: Google Drive, Pinecone, OpenAI, Embeddings, Vector Store, LangChain, RAG\n\n📄 What This Workflow Does\nThis workflow watches a specific Google Drive folder and automatically uploads any newly added document to a Pinecone vector database — complete with OpenAI-generated embeddings.\n\nPerfect for setting up retrieval-augmented generation (RAG) pipelines, semantic search, or document Q&A systems. Once configured, your knowledge base stays up-to-date with zero manual effort.\n\nWatch Full Step By Stey Tutorial Video Here:\nhttps://www.youtube.com/@Automatewithmarc\n\n🔧 How It Works\n📁 Google Drive Trigger\nWatches a specific folder and triggers when new documents are uploaded.\n\n🔍 Google Drive File Search & Download\nFinds and fetches all files in the folder.\n\n🔄 Loop Over Each File\nHandles batch processing for multiple files.\n\n📃 Document Loader\nParses each file as binary and applies custom metadata like document type.\n\n✂️ Text Splitter\nBreaks content into manageable chunks for embedding (e.g., 600 characters, 60 overlap).\n\n🧠 OpenAI Embeddings\nGenerates vector embeddings using OpenAI.\n\n📦 Pinecone Vector Store\nInserts/upserts documents into a specific Pinecone namespace for search-ready indexing.\n\n🧠 Why This is Useful\nThis is a production-grade setup for:\n\nBuilding vector search tools over internal docs\n\nFeeding up-to-date data into RAG agents or chatbots\n\nAuto-tagging and chunking files for scalable AI workflows\n\nWhether you’re indexing course outlines, SOPs, or technical docs — this automation keeps your vector store fresh and organized.\n\n🪜 Setup Instructions\nConnect your Google Drive, OpenAI, and Pinecone accounts.\n\nSpecify the Google Drive folder to monitor.\n\nCustomize metadata, chunk size, or vector namespace as needed.\n\nActivate the workflow and drop a file into the folder — magic happens behind the scenes.\n\n📌 Notes\nWorks best with PDFs or text-based documents.\n\nYou can swap out OpenAI with other embedding models if needed.\n\nConsider adding notifications or logging (e.g., via Slack or email) for better observability.",
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        "templateCredsSetupCompleted": true
      },
      "name": "Bundle RAG Upload",
      "tags": [],
      "nodes": [
        {
          "id": "e72ec6be-08f3-4195-b429-34c0870ee1bc",
          "name": "Google Drive",
          "type": "n8n-nodes-base.googleDrive",
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          "parameters": {
            "filter": {
              "folderId": {
                "__rl": true,
                "mode": "list",
                "value": "17cefWWyf-yKZVpCLHFVOlpfuqQpLl8QW",
                "cachedResultUrl": "https://drive.google.com/drive/folders/17cefWWyf-yKZVpCLHFVOlpfuqQpLl8QW",
                "cachedResultName": "Folder for n8n"
              }
            },
            "options": {},
            "resource": "fileFolder",
            "returnAll": true
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        {
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          "name": "Get Docs",
          "type": "n8n-nodes-base.googleDrive",
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          ],
          "parameters": {
            "fileId": {
              "__rl": true,
              "mode": "id",
              "value": "={{ $json.id }}"
            },
            "options": {},
            "operation": "download"
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          },
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          "parameters": {
            "mode": "insert",
            "options": {
              "pineconeNamespace": "Redacted"
            },
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "Redacted",
              "cachedResultName": "Redacted"
            }
          },
          "credentials": {
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          "name": "Embeddings OpenAI",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
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          "typeVersion": 1.2
        },
        {
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          "name": "Default Data Loader",
          "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
          "position": [
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          ],
          "parameters": {
            "options": {
              "metadata": {
                "metadataValues": [
                  {
                    "name": "Type",
                    "value": "Redacted"
                  }
                ]
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            "dataType": "binary"
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        },
        {
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            "chunkSize": 600,
            "chunkOverlap": 60
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        {
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          "name": "Google Drive Trigger",
          "type": "n8n-nodes-base.googleDriveTrigger",
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          ],
          "parameters": {
            "event": "fileCreated",
            "options": {},
            "pollTimes": {
              "item": [
                {
                  "mode": "everyMinute"
                }
              ]
            },
            "triggerOn": "specificFolder",
            "folderToWatch": ""
          },
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          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "color": 4,
            "width": 260,
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            "content": "Google Folder Upload Trigger"
          },
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        {
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            "content": "Google Search File from Folder"
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        {
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          "name": "Sticky Note2",
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            "content": "Get File"
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          ],
          "parameters": {
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            "width": 500,
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            "content": "Upload to Pinecone Vector"
          },
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        {
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          "name": "Sticky Note4",
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          "position": [
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          "parameters": {
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            "width": 220,
            "height": 400,
            "content": "Loop for multiple files"
          },
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        {
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          "parameters": {
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            "width": 580,
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            "content": "🧠 Google Drive Upload Trigger → Pinecone Vector Upsert for Document Indexing\n\n📄 What This Workflow Does\nThis workflow watches a specific Google Drive folder and automatically uploads any newly added document to a Pinecone vector database — complete with OpenAI-generated embeddings.\n\nPerfect for setting up retrieval-augmented generation (RAG) pipelines, semantic search, or document Q&A systems. Once configured, your knowledge base stays up-to-date with zero manual effort.\n\nWatch Full Video Step-by-step guide here:\nhttps://www.youtube.com/@Automatewithmarc\n\n🔧 How It Works\n📁 Google Drive Trigger\nWatches a specific folder and triggers when new documents are uploaded.\n\n🔍 Google Drive File Search & Download\nFinds and fetches all files in the folder.\n\n🔄 Loop Over Each File\nHandles batch processing for multiple files.\n\n📃 Document Loader\nParses each file as binary and applies custom metadata like document type.\n\n✂️ Text Splitter\nBreaks content into manageable chunks for embedding (e.g., 600 characters, 60 overlap).\n\n🧠 OpenAI Embeddings\nGenerates vector embeddings using OpenAI.\n\n📦 Pinecone Vector Store\nInserts/upserts documents into a specific Pinecone namespace for search-ready indexing.\n\n🧠 Why This is Useful\nThis is a production-grade setup for:\n\nBuilding vector search tools over internal docs\n\nFeeding up-to-date data into RAG agents or chatbots\n\nAuto-tagging and chunking files for scalable AI workflows\n\nWhether you’re indexing document outlines, SOPs, or technical docs — this automation keeps your vector store fresh and organized.\n\n🪜 Setup Instructions\nConnect your Google Drive, OpenAI, and Pinecone accounts.\n\nSpecify the Google Drive folder to monitor.\n\nCustomize metadata, chunk size, or vector namespace as needed.\n\nActivate the workflow and drop a file into the folder — magic happens behind the scenes.\n\n📌 Notes\nWorks best with PDFs or text-based documents.\n\nYou can swap out OpenAI with other embedding models if needed.\n\nConsider adding notifications or logging (e.g., via Slack or email) for better observability."
          },
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      ],
      "active": true,
      "pinData": {
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          }
        ],
        "Recursive Character Text Splitter": [
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      "settings": {
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      "versionId": "f3a17075-083e-42bc-acfb-c4480b2fe716",
      "connections": {
        "Get Docs": {
          "main": [
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              {
                "node": "Loop Over Items",
                "type": "main",
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            ]
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        },
        "Google Drive": {
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        "Loop Over Items": {
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            [
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        },
        "Embeddings OpenAI": {
          "ai_embedding": [
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                "node": "Pinecone Vector Store",
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                "index": 0
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            ]
          ]
        },
        "Default Data Loader": {
          "ai_document": [
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                "node": "Pinecone Vector Store",
                "type": "ai_document",
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              }
            ]
          ]
        },
        "Google Drive Trigger": {
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        "Pinecone Vector Store": {
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        "Recursive Character Text Splitter": {
          "ai_textSplitter": [
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                "type": "ai_textSplitter",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
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      "nodeTypes": {
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        },
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    "status": "published",
    "user": {
      "name": "Automate With Marc",
      "username": "marconi",
      "bio": "Automating Start-Up and Business processes. \nHelping non-techies understand and leverage Agentic AI with easy to understand step-by-step tutorials.\nCheck out my educational content:\nhttps://www.youtube.com/@Automatewithmarc\n",
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            "alias": [
              "Comments",
              "Notes",
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        "group": "[\"input\"]",
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        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
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            "subcategories": {
              "AI": [
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        "group": "[\"transform\"]",
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            "name": "AI"
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            "name": "Langchain"
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              "Vector Stores": [
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            }
          }
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            "name": "AI"
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            "name": "Langchain"
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        "id": 1243,
        "icon": "file:binary.svg",
        "name": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
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                }
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              "Langchain"
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            "subcategories": {
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          }
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}