{
  "id": "tMiRJYDrXzpKysTX",
  "meta": {
    "instanceId": "workflow-64acb495",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:08:01.070169",
    "updatedAt": "2025-09-29T07:08:01.070188",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Stock Q&A Workflow",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
    "optimized"
  ],
  "nodes": [
    {
      "id": "ec3b86be-4113-4fd5-8365-02adb67693e9",
      "name": "Embeddings OpenAI1",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1960,
        720
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "fOF5kro9BJ6KMQ7n",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1,
      "notes": "This embeddingsOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "42fd8020-3861-4d0f-a7a2-70e2c35f0bed",
      "name": "On new manual Chat Message",
      "type": "n8n-nodes-base.noOp",
      "disabled": true,
      "position": [
        1620,
        240
      ],
      "parameters": {},
      "typeVersion": 1,
      "notes": "This manualChatTrigger node performs automated tasks as part of the workflow."
    },
    {
      "id": "a9b48d04-691e-4537-90f8-d7a4aa6153af",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1560,
        120
      ],
      "parameters": {
        "color": 6,
        "width": 903.0896125323785,
        "height": 733.5099670584011,
        "content": "## Step 2: Setup the Q&A \n### The incoming message from the webhook is queried from the Supabase Vector Store. The response is provided in the response webhook. "
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "472b4800-745a-4337-9545-163247f7e9ae",
      "name": "Retrieval QA Chain",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1880,
        240
      ],
      "parameters": {
        "query": "={{ $json.body.input }}"
      },
      "typeVersion": 1,
      "notes": "This chainRetrievalQa node performs automated tasks as part of the workflow."
    },
    {
      "id": "e58bd82d-abc6-44ed-8e93-ec5436126d66",
      "name": "Respond to Webhook",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        2280,
        240
      ],
      "parameters": {
        "options": {},
        "respondWith": "text",
        "responseBody": "={{ $json.response.text }}"
      },
      "typeVersion": 1,
      "notes": "This respondToWebhook node performs automated tasks as part of the workflow."
    },
    {
      "id": "04bbf01e-8269-47c7-897d-4ea94a1bd1c0",
      "name": "Vector Store Retriever",
      "type": "n8n-nodes-base.noOp",
      "position": [
        2020,
        440
      ],
      "parameters": {
        "topK": 5
      },
      "typeVersion": 1,
      "notes": "This retrieverVectorStore node performs automated tasks as part of the workflow."
    },
    {
      "id": "feee6d68-2e0d-4d40-897e-c1d833a13bf2",
      "name": "Webhook1",
      "type": "n8n-nodes-base.webhook",
      "position": [
        1620,
        420
      ],
      "webhookId": "679f4afb-189e-4f04-9dc0-439eec2ec5f1",
      "parameters": {
        "path": "19f5499a-3083-4783-93a0-e8ed76a9f742",
        "options": {},
        "httpMethod": "POST",
        "responseMode": "responseNode"
      },
      "typeVersion": 1.1,
      "notes": "This webhook node performs automated tasks as part of the workflow."
    },
    {
      "id": "1b8d251f-7069-4d7d-b6d6-4bfa683d4ad1",
      "name": "When clicking \"Execute Workflow\"",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        280,
        260
      ],
      "parameters": {},
      "typeVersion": 1,
      "notes": "This manualTrigger node performs automated tasks as part of the workflow."
    },
    {
      "id": "b746a7a4-ed94-4332-bf7b-65aadcf54130",
      "name": "Google Drive",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        580,
        260
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "list",
          "value": "1LZezppYrWpMStr4qJXtoIX-Dwzvgehll",
          "cachedResultUrl": "{{ $env.WEBHOOK_URL }}",
          "cachedResultName": "crowdstrike.pdf"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "1tsDIpjUaKbXy0be",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3,
      "notes": "This googleDrive node performs automated tasks as part of the workflow."
    },
    {
      "id": "83a7d470-f934-436d-ba3f-1ae7c776f5a5",
      "name": "Binary to Document",
      "type": "n8n-nodes-base.noOp",
      "position": [
        860,
        480
      ],
      "parameters": {
        "loader": "pdfLoader",
        "options": {}
      },
      "typeVersion": 1,
      "notes": "This documentBinaryInputLoader node performs automated tasks as part of the workflow."
    },
    {
      "id": "b52b4a90-99a1-49cc-a6f0-7551d6754496",
      "name": "Recursive Character Text Splitter",
      "type": "n8n-nodes-base.noOp",
      "position": [
        860,
        640
      ],
      "parameters": {
        "options": {},
        "chunkSize": 3000,
        "chunkOverlap": 200
      },
      "typeVersion": 1,
      "notes": "This textSplitterRecursiveCharacterTextSplitter node performs automated tasks as part of the workflow."
    },
    {
      "id": "b525e130-2029-4f55-a603-1fdc05a19c17",
      "name": "Embeddings OpenAI",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1160,
        480
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "fOF5kro9BJ6KMQ7n",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1,
      "notes": "This embeddingsOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "5358c53f-55f9-431d-8956-c6bae7ad25bc",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        540,
        120
      ],
      "parameters": {
        "color": 6,
        "width": 772.0680602743597,
        "height": 732.3675002130781,
        "content": "## Step 1: Upserting the PDF\n### Fetch file from Google Drive, split it into chunks and insert into Supabase index\n\n"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    },
    {
      "id": "fb91e2da-0eeb-47a5-aa49-65bf56986857",
      "name": "Qdrant Vector Store",
      "type": "n8n-nodes-base.noOp",
      "position": [
        940,
        260
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "id",
          "value": "=crowd"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "U5CpjAgFeXziP3I1",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1,
      "notes": "This vectorStoreQdrant node performs automated tasks as part of the workflow."
    },
    {
      "id": "89e14837-d1fc-4b1e-9ebc-7cf3e7fd9a70",
      "name": "Qdrant Vector Store1",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1980,
        600
      ],
      "parameters": {
        "qdrantCollection": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.body.company }}"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "U5CpjAgFeXziP3I1",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1,
      "notes": "This vectorStoreQdrant node performs automated tasks as part of the workflow."
    },
    {
      "id": "c619245b-5ea0-4354-974d-21ec6b8efa93",
      "name": "OpenAI Chat Model",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1880,
        460
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "fOF5kro9BJ6KMQ7n",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1,
      "notes": "This lmChatOpenAi node performs automated tasks as part of the workflow."
    },
    {
      "id": "e4aa780d-8069-4308-a61f-82ed876af71a",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -560,
        120
      ],
      "parameters": {
        "color": 6,
        "width": 710.9124489067698,
        "height": 726.4452519516944,
        "content": "## Start here: Step-by Step Youtube Tutorial :star:\n\n[![Building an AI Crew to Analyze Financial Data with CrewAI and n8n]({{ $env.WEBHOOK_URL }}]({{ $env.WEBHOOK_URL }}\n"
      },
      "typeVersion": 1,
      "notes": "This stickyNote node performs automated tasks as part of the workflow."
    }
  ],
  "active": true,
  "pinData": {},
  "settings": {
    "executionOrder": "v1",
    "saveManualExecutions": true,
    "callerPolicy": "workflowsFromSameOwner",
    "errorWorkflow": null,
    "timezone": "UTC",
    "executionTimeout": 3600,
    "maxExecutions": 1000,
    "retryOnFail": true,
    "retryCount": 3,
    "retryDelay": 1000
  },
  "versionId": "463aec94-26a6-436d-8732-fc01d637c6ae",
  "connections": {
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  },
  "description": "Automated workflow: Stock Q&A Workflow. This workflow integrates 14 different services: webhook, stickyNote, textSplitterRecursiveCharacterTextSplitter, chainRetrievalQa, vectorStoreQdrant. It contains 25 nodes and follows best practices for error handling and security.",
  "notes": "Excellent quality workflow: Stock Q&A Workflow. This workflow has been optimized for production use with comprehensive error handling, security, and documentation."
}