{
  "openruna_format": "flow-graph-v1",
  "title": "Create AI-Ready Vector Datasets for LLMs with Bright Data, Gemini & Pinecone",
  "slug": "create-ai-ready-vector-datasets-for-llms-with-bright-data-gemini-pinecone",
  "source_filename": "0933_Manual_Stickynote_Create_Webhook.json",
  "nodes": [
    {
      "id": "When clicking ‘Test workflow’",
      "name": "When clicking ‘Test workflow’",
      "integration": "manual",
      "kind": "trigger"
    },
    {
      "id": "AI Agent",
      "name": "AI Agent",
      "integration": "@n8n/n8n-nodes-langchain.agent",
      "kind": "action"
    },
    {
      "id": "Pinecone Vector Store",
      "name": "Pinecone Vector Store",
      "integration": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "kind": "action"
    },
    {
      "id": "Embeddings Google Gemini",
      "name": "Embeddings Google Gemini",
      "integration": "@n8n/n8n-nodes-langchain.embeddingsGoogleGemini",
      "kind": "action"
    },
    {
      "id": "Default Data Loader",
      "name": "Default Data Loader",
      "integration": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "kind": "action"
    },
    {
      "id": "Recursive Character Text Splitter",
      "name": "Recursive Character Text Splitter",
      "integration": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "kind": "action"
    },
    {
      "id": "Google Gemini Chat Model1",
      "name": "Google Gemini Chat Model1",
      "integration": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "kind": "action"
    },
    {
      "id": "Google Gemini Chat Model2",
      "name": "Google Gemini Chat Model2",
      "integration": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "kind": "action"
    },
    {
      "id": "Google Gemini Chat Model",
      "name": "Google Gemini Chat Model",
      "integration": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "kind": "action"
    },
    {
      "id": "Structured Output Parser",
      "name": "Structured Output Parser",
      "integration": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "kind": "action"
    },
    {
      "id": "Set Fields - URL and Webhook URL",
      "name": "Set Fields - URL and Webhook URL",
      "integration": "set",
      "kind": "logic"
    },
    {
      "id": "Make a web request",
      "name": "Make a web request",
      "integration": "httpRequest",
      "kind": "action"
    },
    {
      "id": "Structured JSON Data Formatter",
      "name": "Structured JSON Data Formatter",
      "integration": "@n8n/n8n-nodes-langchain.chainLlm",
      "kind": "action"
    },
    {
      "id": "Webhook for structured data",
      "name": "Webhook for structured data",
      "integration": "httpRequest",
      "kind": "action"
    },
    {
      "id": "Webhook for structured AI agent response",
      "name": "Webhook for structured AI agent response",
      "integration": "httpRequest",
      "kind": "action"
    },
    {
      "id": "Information Extractor with Data Formatter",
      "name": "Information Extractor with Data Formatter",
      "integration": "@n8n/n8n-nodes-langchain.informationExtractor",
      "kind": "action"
    }
  ],
  "edges": [
    {
      "from": "AI Agent",
      "to": "Pinecone Vector Store"
    },
    {
      "from": "AI Agent",
      "to": "Webhook for structured AI agent response"
    },
    {
      "from": "Make a web request",
      "to": "Structured JSON Data Formatter"
    },
    {
      "from": "Make a web request",
      "to": "Information Extractor with Data Formatter"
    },
    {
      "from": "Structured JSON Data Formatter",
      "to": "Webhook for structured data"
    },
    {
      "from": "Set Fields - URL and Webhook URL",
      "to": "Make a web request"
    },
    {
      "from": "Set Fields - URL and Webhook URL",
      "to": "Webhook for structured data"
    },
    {
      "from": "Set Fields - URL and Webhook URL",
      "to": "Webhook for structured AI agent response"
    },
    {
      "from": "When clicking ‘Test workflow’",
      "to": "Set Fields - URL and Webhook URL"
    },
    {
      "from": "Information Extractor with Data Formatter",
      "to": "AI Agent"
    }
  ]
}