{
  "id": "xEij0kj2I1DHbL3I",
  "meta": {
    "instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
  },
  "name": "🌐🪛 AI Agent Chatbot with Jina.ai Webpage Scraper",
  "tags": [],
  "nodes": [
    {
      "id": "ea5369a0-4283-46fc-b738-8cf787181e93",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        0,
        -280
      ],
      "webhookId": "e298fd8c-2af9-4db2-bb8b-94d70fbc2938",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "07c8338b-d47e-467b-996f-99c9fbe67f89",
      "name": "Sticky Note14",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        240,
        -460
      ],
      "parameters": {
        "color": 5,
        "width": 680,
        "height": 700,
        "content": "## AI Agent Chatbot with Jina.ai Web Scraper\n### https://jina.ai/\n"
      },
      "typeVersion": 1
    },
    {
      "id": "00da1c9b-b5f7-42b8-8bdd-938a8daf7410",
      "name": "Window Buffer Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        520,
        20
      ],
      "parameters": {},
      "typeVersion": 1.3
    },
    {
      "id": "f14426ee-709d-4651-a0b7-e823bff5ee74",
      "name": "Jina.ai Web Scraping Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        440,
        -280
      ],
      "parameters": {
        "text": "=You have access to a powerful scrape_website tool that can retrieve real-time web content. Use this tool to extract any needed information from the website, analyze the data, and craft a clear, accurate, and concise answer to the user's question. Be sure to include relevant details from the scraped content. \n\nUser Question: {{ $json.chatInput }}\n\n",
        "options": {},
        "promptType": "define"
      },
      "typeVersion": 1.7
    },
    {
      "id": "3ce16f26-073b-4ccc-a65f-2ca870a9bd16",
      "name": "gpt-4o-mini",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        340,
        20
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "jEMSvKmtYfzAkhe6",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3a503859-ef0a-492d-81c6-37e4f0c4c25e",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        700,
        -20
      ],
      "parameters": {
        "width": 400,
        "height": 320,
        "content": "## Jina.ai Web Scraper Tool\n### No API Key Required\nhttps://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolhttprequest/"
      },
      "typeVersion": 1
    },
    {
      "id": "833d19c0-3a98-4cb0-a60c-412ea4d3a67a",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -580,
        -460
      ],
      "parameters": {
        "color": 7,
        "width": 460,
        "height": 760,
        "content": "The **AI Agent Chatbot with Jina.ai Web Scraper** workflow is a powerful automation designed to integrate real-time web scraping capabilities into an AI-driven chatbot. Here's how it works and why it's important:\n\n### **How It Works**\n1. **Chat Trigger**: The workflow begins when a user sends a chat message, triggering the \"When chat message received\" node.\n2. **AI Agent Processing**: The input is passed to the \"Jina.ai Web Scraping Agent,\" which uses advanced AI logic to interpret the user’s query and determine the information needed.\n3. **Web Scraping**: The agent utilizes the \"HTTP Request\" node to scrape real-time data from a user-provided URL. This allows the chatbot to fetch and analyze live content from websites.\n4. **Memory Management**: The \"Window Buffer Memory\" node ensures context retention by storing and managing conversational history, enabling seamless interactions.\n5. **Language Model Integration**: The scraped data is processed using the \"gpt-4o-mini\" language model, which generates clear, accurate, and contextually relevant responses for the user.\n\n### **Why It's Important**\n- **Real-Time Information Retrieval**: This workflow empowers users to access up-to-date web content directly through a chatbot, eliminating the need for manual web searches.\n- **Enhanced User Experience**: By combining web scraping with conversational AI, it delivers precise answers tailored to user queries in real time.\n- **Versatility**: It can be applied across various domains, such as customer support, research, or data analysis, making it a valuable tool for businesses and individuals alike.\n- **Automation Efficiency**: Automating web scraping and response generation saves time and effort while ensuring accuracy.\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "9e9cc23b-9881-44ab-bd20-5c9176ba1c43",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -80,
        -80
      ],
      "parameters": {
        "color": 4,
        "width": 280,
        "height": 320,
        "content": "## Try Me!\n\n### User prompt must include a URL with initial question.\n\n\nPrompt Example:\n\n\"How do I install Ollama on windows using the docs from https://github.com/ollama/ollama\""
      },
      "typeVersion": 1
    },
    {
      "id": "a95efbfd-f908-4f7b-bf47-05b993250ed2",
      "name": "Jina.ai Web Scraper Tool",
      "type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
      "position": [
        860,
        140
      ],
      "parameters": {
        "url": "=https://r.jina.ai/{url}",
        "toolDescription": "Call this tool to scrape a website.  Extract the URL from the user prompt.",
        "placeholderDefinitions": {
          "values": [
            {
              "name": "url",
              "type": "string",
              "description": "User provided website url"
            }
          ]
        }
      },
      "typeVersion": 1.1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "5ce466c5-2195-4038-9c52-cc7debd5f4b8",
  "connections": {
    "gpt-4o-mini": {
      "ai_languageModel": [
        [
          {
            "node": "Jina.ai Web Scraping Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Window Buffer Memory": {
      "ai_memory": [
        [
          {
            "node": "Jina.ai Web Scraping Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Jina.ai Web Scraper Tool": {
      "ai_tool": [
        [
          {
            "node": "Jina.ai Web Scraping Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "Jina.ai Web Scraping Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}