This workflow follows the Agent → Chat Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"active": true,
"activeVersion": {
"updatedAt": "2025-12-10T13:33:16.957Z",
"createdAt": "2025-12-10T13:33:16.957Z",
"versionId": "84658c4a-1c48-4903-8715-35f9b2dca600",
"workflowId": "B65Xp5itHee3qVQW",
"nodes": [
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
288,
64
],
"id": "30012fef-2d4c-4b55-8d1a-6eff69b94b3a",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"id": "lDi0mcIcgAMuoO43",
"name": "Google Gemini-kingxujw"
}
}
},
{
"parameters": {
"method": "POST",
"url": "https://sy.xujw.top/api/filetree/createDocWithMd",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "notebook",
"value": "20250823105420-kkqabzc"
},
{
"name": "path",
"value": "=/{{ $('\u722c\u53d6\u7f51\u9875').item.json.data.metadata.keywords }}"
},
{
"name": "markdown",
"value": "={{ $json.output }}"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
688,
-160
],
"id": "5df217c7-f5ac-410c-81ff-04cab42008f2",
"name": "\u63a8\u9001\u5230\u601d\u6e90\u7b14\u8bb0",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000,
"credentials": {
"httpHeaderAuth": {
"id": "qlOzM7goK1fK3s1j",
"name": "\u601d\u6e90token"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $workflow.id }}",
"sessionTTL": 10
},
"type": "@n8n/n8n-nodes-langchain.memoryRedisChat",
"typeVersion": 1.5,
"position": [
448,
64
],
"id": "9fff43fa-6fd6-46c6-90c0-155967b7687f",
"name": "Redis Chat Memory",
"credentials": {
"redis": {
"id": "JC5eeJb2KKlWVuzf",
"name": "Redis account"
}
}
},
{
"parameters": {
"public": true,
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"typeVersion": 1.3,
"position": [
-80,
-160
],
"id": "1acebdaa-1892-4180-bd14-ed483c154307",
"name": "When chat message received",
"webhookId": "a95f0361-8bb8-465c-afa0-f593c3fa0780"
},
{
"parameters": {
"operation": "scrape",
"url": "={{ $json.chatInput }}",
"scrapeOptions": {
"options": {
"formats": {
"format": [
{}
]
},
"headers": {},
"waitFor": 5000
}
},
"requestOptions": {}
},
"type": "@mendable/n8n-nodes-firecrawl.firecrawl",
"typeVersion": 1,
"position": [
96,
-160
],
"id": "24a7874b-04b3-48e3-93db-deaf9e34cadb",
"name": "\u722c\u53d6\u7f51\u9875",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000,
"credentials": {
"firecrawlApi": {
"id": "avoRuLX9Qvv6b4xX",
"name": "Firecrawl account"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.data.markdown }}",
"options": {
"systemMessage": "**\u3010\u89d2\u8272\u8bbe\u5b9a\u3011**\n\u4f60\u662f\u4e00\u540d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u6280\u672f\u5199\u4f5c\u4e13\u5bb6\u548c\u8d44\u6df1\u6559\u5e08\uff0c\u5c24\u5176\u64c5\u957f\u5c06\u590d\u6742\u3001\u96f6\u6563\u7684\u4fe1\u606f\u6574\u5408\u6210\u7ed3\u6784\u6e05\u6670\u3001\u5faa\u5e8f\u6e10\u8fdb\u3001\u901a\u4fd7\u6613\u61c2\u7684\u6559\u7a0b\u3002\u4f60\u7684\u6559\u5b66\u98ce\u683c\u53cb\u597d\u3001\u8010\u5fc3\uff0c\u5584\u4e8e\u7528\u7b80\u5355\u7684\u8bed\u8a00\u548c\u751f\u52a8\u7684\u7c7b\u6bd4\u89e3\u91ca\u590d\u6742\u6982\u5ff5\u3002\n\n**\u3010\u6838\u5fc3\u6307\u4ee4\u3011**\n\u6211\u5c06\u63d0\u4f9b\u4e00\u6bb5\u4ece\u7f51\u9875\u4e0a\u722c\u53d6\u7684\u5185\u5bb9\uff0c\u8bf7\u4f60\u5c06\u5176\u6574\u7406\u6210\u4e00\u4efd\u8be6\u7ec6\u7684\u6559\u7a0b\u3002\u8bf7\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\u548c\u8981\u6c42\uff1a\n\n**\u7b2c\u4e00\u6b65\uff1a\u5206\u6790\u4e0e\u8bc6\u522b\uff08\u5148\u601d\u8003\uff09**\n1. 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**\u524d\u7f6e\u8981\u6c42/\u51c6\u5907\u5de5\u5177**\uff1a\u5217\u51fa\u5b66\u4e60\u672c\u6559\u7a0b\u524d\u9700\u8981\u5177\u5907\u7684\u77e5\u8bc6\u70b9\u548c\u9700\u8981\u51c6\u5907\u7684\u6240\u6709\u5de5\u5177\u3001\u8f6f\u4ef6\u3001\u6750\u6599\u3002\n4. **\u6838\u5fc3\u6559\u7a0b\u6b65\u9aa4**\uff1a\u8fd9\u662f\u4e3b\u4f53\u90e8\u5206\u3002\u5c06\u8fc7\u7a0b\u5206\u89e3\u4e3a\u903b\u8f91\u6e05\u6670\u7684\u6b65\u9aa4\uff08Step 1, Step 2, Step 3...\uff09\u3002\n * \u6bcf\u4e2a\u6b65\u9aa4\u90fd\u8981\u6709\u4e00\u4e2a**\u7b80\u77ed\u7684\u5c0f\u6807\u9898**\uff08\u5982\uff1aStep 1: \u5bfc\u5165\u5e76\u590d\u5236\u56fe\u5c42\uff09\u3002\n * \u6bcf\u4e2a\u6b65\u9aa4\u7684\u8bf4\u660e\u8981**\u5177\u4f53\u3001\u65e0\u6b67\u4e49**\uff08\u5305\u542b\u5177\u4f53\u6570\u503c\u3001\u83dc\u5355\u4f4d\u7f6e\u3001\u6309\u94ae\u540d\u79f0\u7b49\uff09\u3002\n * 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**\u8bed\u8a00**\uff1a\u4f7f\u7528\u4e2d\u6587\uff0c\u53e3\u8bed\u5316\uff0c\u4eb2\u5207\u81ea\u7136\uff0c\u5c31\u50cf\u4e00\u4f4d\u670b\u53cb\u5728\u9762\u5bf9\u9762\u6559\u4f60\u3002\n* **\u98ce\u683c**\uff1a\u4fdd\u6301\u79ef\u6781\u548c\u9f13\u52b1\u7684\u8bed\u6c14\uff08\u4f8b\u5982\uff1a\u201c\u5f88\u7b80\u5355\u5bf9\u5427\uff1f\u201d\u201c\u63a5\u4e0b\u6765\u662f\u5173\u952e\u4e00\u6b65\uff0c\u96c6\u4e2d\u6ce8\u610f\u529b\uff01\u201d\uff09\u3002\n* **\u4e13\u4e1a\u6027**\uff1a\u5728\u5fc5\u987b\u4f7f\u7528\u4e13\u4e1a\u672f\u8bed\u65f6\uff0c\u968f\u540e\u7528\u7b80\u5355\u7684\u8bed\u8a00\u52a0\u4ee5\u89e3\u91ca\u3002\n\n**\u3010\u91cd\u8981\uff1a\u6700\u7ec8\u8f93\u51fa\u3011**\n\u8bf7\u76f4\u63a5\u8f93\u51fa\u6574\u7406\u597d\u7684\u5b8c\u6574\u6559\u7a0b\uff0c**\u4e0d\u9700\u8981\u56de\u590d\u201c\u597d\u7684\u201d\u3001\u201c\u6839\u636e\u60a8\u7684\u8981\u6c42\u201d\u7b49\u524d\u7f00**\u3002\u76f4\u63a5\u4ee5Markdown\u683c\u5f0f\u5f00\u59cb\u3002"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.9,
"position": [
320,
-160
],
"id": "603250b2-11d6-4030-bc14-0bf4af6fa60f",
"name": "AI\u751f\u6210\u6559\u7a0b",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000
}
],
"connections": {
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Redis Chat Memory": {
"ai_memory": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "ai_memory",
"index": 0
}
]
]
},
"\u722c\u53d6\u7f51\u9875": {
"main": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "main",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "\u722c\u53d6\u7f51\u9875",
"type": "main",
"index": 0
}
]
]
},
"AI\u751f\u6210\u6559\u7a0b": {
"main": [
[
{
"node": "\u63a8\u9001\u5230\u601d\u6e90\u7b14\u8bb0",
"type": "main",
"index": 0
}
]
]
}
},
"authors": "system migration",
"name": null,
"description": null,
"autosaved": false
},
"activeVersionId": "84658c4a-1c48-4903-8715-35f9b2dca600",
"connections": {
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Redis Chat Memory": {
"ai_memory": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "ai_memory",
"index": 0
}
]
]
},
"\u722c\u53d6\u7f51\u9875": {
"main": [
[
{
"node": "AI\u751f\u6210\u6559\u7a0b",
"type": "main",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "\u722c\u53d6\u7f51\u9875",
"type": "main",
"index": 0
}
]
]
},
"AI\u751f\u6210\u6559\u7a0b": {
"main": [
[
{
"node": "\u63a8\u9001\u5230\u601d\u6e90\u7b14\u8bb0",
"type": "main",
"index": 0
}
]
]
}
},
"createdAt": "2025-09-24T06:02:37.714Z",
"id": "B65Xp5itHee3qVQW",
"isArchived": false,
"meta": {
"templateCredsSetupCompleted": true
},
"name": "\u6559\u7a0b\u6293\u53d6",
"nodes": [
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
288,
64
],
"id": "30012fef-2d4c-4b55-8d1a-6eff69b94b3a",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"method": "POST",
"url": "https://sy.xujw.top/api/filetree/createDocWithMd",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "notebook",
"value": "20250823105420-kkqabzc"
},
{
"name": "path",
"value": "=/{{ $('\u722c\u53d6\u7f51\u9875').item.json.data.metadata.keywords }}"
},
{
"name": "markdown",
"value": "={{ $json.output }}"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
688,
-160
],
"id": "5df217c7-f5ac-410c-81ff-04cab42008f2",
"name": "\u63a8\u9001\u5230\u601d\u6e90\u7b14\u8bb0",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000,
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $workflow.id }}",
"sessionTTL": 10
},
"type": "@n8n/n8n-nodes-langchain.memoryRedisChat",
"typeVersion": 1.5,
"position": [
448,
64
],
"id": "9fff43fa-6fd6-46c6-90c0-155967b7687f",
"name": "Redis Chat Memory",
"credentials": {
"redis": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"public": true,
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"typeVersion": 1.3,
"position": [
-80,
-160
],
"id": "1acebdaa-1892-4180-bd14-ed483c154307",
"name": "When chat message received"
},
{
"parameters": {
"operation": "scrape",
"url": "={{ $json.chatInput }}",
"scrapeOptions": {
"options": {
"formats": {
"format": [
{}
]
},
"headers": {},
"waitFor": 5000
}
},
"requestOptions": {}
},
"type": "@mendable/n8n-nodes-firecrawl.firecrawl",
"typeVersion": 1,
"position": [
96,
-160
],
"id": "24a7874b-04b3-48e3-93db-deaf9e34cadb",
"name": "\u722c\u53d6\u7f51\u9875",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000,
"credentials": {
"firecrawlApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
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},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.9,
"position": [
320,
-160
],
"id": "603250b2-11d6-4030-bc14-0bf4af6fa60f",
"name": "AI\u751f\u6210\u6559\u7a0b",
"retryOnFail": true,
"maxTries": 5,
"waitBetweenTries": 5000
}
],
"settings": {
"executionOrder": "v1"
},
"shared": [
{
"updatedAt": "2025-09-24T06:02:37.714Z",
"createdAt": "2025-09-24T06:02:37.714Z",
"role": "workflow:owner",
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"projectId": "lEFOoazMW0rDCnYR"
}
],
"staticData": null,
"tags": [],
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"updatedAt": "2025-09-24T06:06:29.187Z",
"versionId": "84658c4a-1c48-4903-8715-35f9b2dca600"
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
firecrawlApigooglePalmApihttpHeaderAuthredis
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
教程抓取. Uses lmChatGoogleGemini, httpRequest, memoryRedisChat, chatTrigger. Chat trigger; 6 nodes.
Source: https://github.com/xujw3/n8n_backup/blob/c7cf2b43afac8d3b431f0efc14e9fc4b46ada686/workflows/B65Xp5itHee3qVQW.json — original creator credit. Request a take-down →
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