{
"id": "xEij0kj2I1DHbL3I",
"meta": {
"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
},
"name": "\ud83c\udf10\ud83e\ude9b 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": [
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],
"webhookId": "e298fd8c-2af9-4db2-bb8b-94d70fbc2938",
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{
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"type": "n8n-nodes-base.stickyNote",
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"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",
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{
"id": "f14426ee-709d-4651-a0b7-e823bff5ee74",
"name": "Jina.ai Web Scraping Agent",
"type": "@n8n\/n8n-nodes-langchain.agent",
"position": [
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"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"
},
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},
{
"id": "3ce16f26-073b-4ccc-a65f-2ca870a9bd16",
"name": "gpt-4o-mini",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
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],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": []
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
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{
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"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
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"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": [
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],
"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\u2019s 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"
},
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{
"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,
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],
"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"
}
]
}
},
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}
],
"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
}
]
]
}
}
}
