AI驱动的Telegram助手终极入门指南（PDF、Brave搜索和Google套件）
高级
这是一个AI, IT Ops领域的自动化工作流，包含 79 个节点。主要使用 Set, Code, Wait, Switch, Telegram 等节点，结合人工智能技术实现智能自动化。 使用Gemini、RAG PDF搜索和Google套件构建多功能Telegram机器人
前置要求
- •Telegram Bot Token
- •Google Drive API 凭证
- •可能需要目标 API 的认证凭证
- •OpenAI API Key
- •Qdrant 服务器连接信息
- •Google Gemini API Key
使用的节点 (79)
Set
Code
Wait
Switch
Telegram
GoogleDocs
StickyNote
GoogleDrive
HttpRequest
DateTimeTool
McpClientTool
GoogleCalendar
SplitInBatches
Agent
TelegramTrigger
OpenAi
GoogleCalendarTool
ToolThink
ToolCalculator
BraveSearch
ChainRetrievalQa
EmbeddingsOpenAi
VectorStoreQdrant
LmChatGoogleGemini
MemoryBufferWindow
BraveSearchTool
RetrieverVectorStore
DocumentDefaultDataLoader
TextSplitterTokenSplitter
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"id": "ALajUsJPZXlb0D1x",
"meta": {
"instanceId": "8ad8b6738e63af4d687c720070838eb8580b96c9e9d9662ad5ba28f7f9975568",
"templateCredsSetupCompleted": true
},
"name": "AI 驱动的 Telegram 助手终极入门指南（PDF、Brave 搜索和 Google 套件）",
"tags": [],
"nodes": [
{
"id": "6f540a06-307d-4381-879c-22fc06d83d38",
"name": "便签12",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1200,
-2460
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "49427549-ac69-48ff-8a1c-c00b20391adb",
"name": "监听传入事件",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-600,
-1120
],
"webhookId": "322dce18-f93e-4f86-b9b1-3305519b7834",
"parameters": {},
"typeVersion": 1
},
{
"id": "73100ab7-d606-445d-a39d-c8ef00a73c36",
"name": "下载语音文件",
"type": "n8n-nodes-base.telegram",
"position": [
120,
40
],
"webhookId": "89fbc9e1-ea19-491c-a6e6-3004324bef18",
"parameters": {},
"typeVersion": 1.2
},
{
"id": "470d604b-f19b-4293-8ced-8d852f7cf81f",
"name": "合并内容并设置属性",
"type": "n8n-nodes-base.set",
"position": [
520,
40
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "87eb6606-4f1e-4c42-96be-eda43a4b8463",
"name": "将音频转换为文本",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
320,
40
],
"parameters": {},
"typeVersion": 1.5
},
{
"id": "147696af-a13d-4c1f-89c1-f20090fa2247",
"name": "发送输入中动作",
"type": "n8n-nodes-base.telegram",
"position": [
-600,
-1700
],
"webhookId": "92a4d4b5-6609-4089-9bcf-37417ac68fa4",
"parameters": {},
"typeVersion": 1.2
},
{
"id": "4effd9e6-718e-4b3d-a768-15c87e3fe214",
"name": "便签13",
"type": "n8n-nodes-base.stickyNote",
"position": [
-620,
-1380
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "c6e72643-dae3-42d2-836c-268ffa42a57b",
"name": "便签14",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-140
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "5d22094e-3ba6-4e22-87cb-a49fbc25abdb",
"name": "便签15",
"type": "n8n-nodes-base.stickyNote",
"position": [
280,
0
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "93224881-1742-4c93-ac54-bd75b9620811",
"name": "便签 16",
"type": "n8n-nodes-base.stickyNote",
"position": [
-900,
-1120
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a607a802-d23d-40cf-9a24-2cce9aba5cd9",
"name": "调用 Replicate API",
"type": "n8n-nodes-base.httpRequest",
"position": [
1180,
40
],
"parameters": {},
"typeVersion": 2
},
{
"id": "638d6928-aab0-410f-8131-5b8aaa2ef174",
"name": "通过 Telegram 发送 AI 语音回复",
"type": "n8n-nodes-base.telegram",
"position": [
1740,
40
],
"webhookId": "d03f0a66-2065-40f1-8900-08e2d9c4281c",
"parameters": {},
"typeVersion": 1.2
},
{
"id": "69d14b4d-fb8e-4648-b2aa-ca62c808553a",
"name": "下载 Replicate 音频",
"type": "n8n-nodes-base.httpRequest",
"position": [
1460,
40
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "774e0deb-ebf3-48a6-a728-f39b17bbcbee",
"name": "Google Gemini 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
100,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "0cd0d71f-c700-47df-9f93-b15421e3c65e",
"name": "发送 AI 文本回复（聊天）",
"type": "n8n-nodes-base.telegram",
"position": [
540,
660
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "a36469f6-1352-466f-b1e7-a9ccb5da712d",
"name": "通过 Telegram 发送 Brave 搜索结果",
"type": "n8n-nodes-base.telegram",
"position": [
600,
-1140
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "7cce4b9e-405e-40b5-8ba6-afb23bcd8408",
"name": "思考",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
500,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "5fefa188-9115-4443-ba0e-9b801fe9e446",
"name": "计算器",
"type": "@n8n/n8n-nodes-langchain.toolCalculator",
"position": [
400,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "38027e72-7341-4b40-8568-fd7a45c00efa",
"name": "日期与时间",
"type": "n8n-nodes-base.dateTimeTool",
"position": [
600,
880
],
"parameters": {},
"typeVersion": 2
},
{
"id": "615c9b57-1192-40ae-87c6-19da126c02df",
"name": "Brave 搜索 2",
"type": "@brave/n8n-nodes-brave-search.braveSearch",
"position": [
80,
-1140
],
"parameters": {},
"typeVersion": 1
},
{
"id": "842badfe-96df-4532-b05f-183455a3727d",
"name": "Brave 搜索",
"type": "@brave/n8n-nodes-brave-search.braveSearchTool",
"position": [
700,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "06ac04e8-cbc6-4645-8dcc-31affdebe8cf",
"name": "Google Calendar 创建活动",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
300,
880
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "fb06828c-0b95-41c3-b077-08788366ae01",
"name": "Google Calendar 下一个节假日",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
800,
880
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "7b894d20-dced-4696-9beb-eb3ef0a03937",
"name": "问答链",
"type": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
"position": [
200,
1240
],
"parameters": {},
"typeVersion": 1.5
},
{
"id": "bf878cbe-559c-4f7a-be37-306b2ee156dd",
"name": "向量存储检索器",
"type": "@n8n/n8n-nodes-langchain.retrieverVectorStore",
"position": [
280,
1420
],
"parameters": {},
"typeVersion": 1
},
{
"id": "a257406b-4cfd-4243-8969-46b49341898c",
"name": "Qdrant 向量存储 1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
"position": [
200,
1560
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "ab0dbdd8-1881-4e44-aebe-b66927a79664",
"name": "OpenAI 嵌入1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
200,
1700
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "a21d4847-fd92-4533-8bae-f0dd177cf490",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
1140
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "66208578-57a8-4ce6-a45a-0f33decfc81b",
"name": "用于 RAG 回答的 Gemini",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
100,
1420
],
"parameters": {},
"typeVersion": 1
},
{
"id": "0343b12a-28ae-41d5-872a-19d03259b6bd",
"name": "通过 Telegram 发送 RAG 回答",
"type": "n8n-nodes-base.telegram",
"position": [
620,
1240
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "aa9e6bba-7469-436f-b634-ae741e985027",
"name": "刷新集合",
"type": "n8n-nodes-base.httpRequest",
"position": [
80,
-2160
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "080d93f1-df36-4a64-8009-2b42fbc4a489",
"name": "搜索 PDF",
"type": "n8n-nodes-base.googleDrive",
"position": [
360,
-2160
],
"parameters": {},
"typeVersion": 3
},
{
"id": "be453484-43af-44bd-8c7a-0ad3ce9dbf85",
"name": "通过 Telegram 发送 PDF 搜索结果",
"type": "n8n-nodes-base.telegram",
"position": [
600,
-2160
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "c214369a-c777-49b1-8455-05689e649c7a",
"name": "发送 Qdrant 索引确认",
"type": "n8n-nodes-base.telegram",
"position": [
2320,
-1920
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "513472b6-6ab5-4a8f-9734-58dc92891a76",
"name": "Mistral 上传",
"type": "n8n-nodes-base.httpRequest",
"position": [
500,
-1740
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "4f760374-e51f-4060-827c-f9c45cbc3385",
"name": "Mistral 签名 URL",
"type": "n8n-nodes-base.httpRequest",
"position": [
820,
-1740
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "a1daf9ad-1585-41e9-9908-e66f04d66f84",
"name": "Mistral 文档 OCR",
"type": "n8n-nodes-base.httpRequest",
"position": [
1140,
-1740
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "4a57ec56-0955-44f2-bb71-712f91280fc7",
"name": "遍历项目",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1860,
-1740
],
"parameters": {},
"typeVersion": 3
},
{
"id": "e8372f21-27f1-4aa0-9a77-420a843ed87f",
"name": "OpenAI 嵌入",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
2660,
-1540
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "9d2487e1-ef23-48c2-8beb-4b7175ee4777",
"name": "默认数据加载器",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
2760,
-1560
],
"parameters": {},
"typeVersion": 1
},
{
"id": "fef676b7-5e9e-4ebc-8eab-50a24d46f061",
"name": "令牌分割器",
"type": "@n8n/n8n-nodes-langchain.textSplitterTokenSplitter",
"position": [
2780,
-1420
],
"parameters": {},
"typeVersion": 1
},
{
"id": "1baa5ead-f0cb-41a5-b1b8-2f42c57eb82d",
"name": "代码",
"type": "n8n-nodes-base.code",
"position": [
1460,
-1740
],
"parameters": {},
"typeVersion": 2
},
{
"id": "f63ddfa2-523a-40be-b246-11ea53768cdb",
"name": "等待",
"type": "n8n-nodes-base.wait",
"position": [
3180,
-1720
],
"webhookId": "1000b40d-5dc5-4795-9dd2-8a23653c2b49",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "5da41e9e-0a2a-4a62-8e86-fbaeae0f5791",
"name": "Qdrant Vector Store",
"type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
"position": [
2700,
-1720
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "ee2047fd-3a20-4813-8f05-d5d499e36c16",
"name": "设置页面",
"type": "n8n-nodes-base.set",
"position": [
2320,
-1720
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "ce674bea-0e4a-4b5b-a205-d11a6b187548",
"name": "获取 PDF",
"type": "n8n-nodes-base.googleDrive",
"position": [
180,
-1740
],
"parameters": {},
"typeVersion": 3
},
{
"id": "b8a9c4bb-af0c-4810-81a3-5449e69d3ca4",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-1940
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "b0f639cc-4cf2-45db-8d8b-0582cfb0e674",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-920
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "6c57d895-f217-49e8-8a5f-bd46e947e456",
"name": "便签4",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-1240
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "978317f1-4052-4f54-b262-382e71bdb80f",
"name": "便签5",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
540
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "2e957657-5a6c-4033-b88f-d08ea4dfdc06",
"name": "AI Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
180,
660
],
"parameters": {},
"typeVersion": 2
},
{
"id": "689c0e8b-1a78-4076-a2d2-0169bb0e94e1",
"name": "确定内容类型 1",
"type": "n8n-nodes-base.switch",
"position": [
-460,
-1080
],
"parameters": {},
"typeVersion": 3.2
},
{
"id": "3d8c4eea-8c89-41b6-aa84-f81ce11fe673",
"name": "Google Gemini聊天模型1",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
700,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "01e655ac-92d8-41a0-8bf2-958ded989bf1",
"name": "思考 1",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
1100,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "ae27817c-4208-4328-9712-707404a23190",
"name": "计算器1",
"type": "@n8n/n8n-nodes-langchain.toolCalculator",
"position": [
1000,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "e87e463c-6b5c-4df8-838b-3b302a9b34a8",
"name": "日期和时间 1",
"type": "n8n-nodes-base.dateTimeTool",
"position": [
1200,
300
],
"parameters": {},
"typeVersion": 2
},
{
"id": "d4de61f1-54e6-49ad-aef4-c3f9ecdaf97b",
"name": "Brave 搜索 1",
"type": "@brave/n8n-nodes-brave-search.braveSearchTool",
"position": [
1300,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "8679a8a1-6cbd-43bd-bc9b-3a6ede23217f",
"name": "Google Calendar 创建活动 1",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
900,
300
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "5a042f2e-979d-4e3d-bd71-841e77f71ebe",
"name": "Google Calendar 下一个节假日 1",
"type": "n8n-nodes-base.googleCalendarTool",
"position": [
1400,
300
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "65bcb0e9-0fb7-4808-aa58-9a5c8f006f31",
"name": "AI 代理 3",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
780,
40
],
"parameters": {},
"typeVersion": 2
},
{
"id": "740c2ee1-b683-4c39-bd74-b410fd110a4f",
"name": "窗口缓冲内存 2",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
800,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "fc4de923-7f86-4260-9892-ab959fea678f",
"name": "帮助响应器 1",
"type": "n8n-nodes-base.telegram",
"position": [
-1080,
-1700
],
"webhookId": "ab573ae8-05e4-41bb-bec7-fca1233fc0bb",
"parameters": {},
"typeVersion": 1
},
{
"id": "053bbd12-ed22-492c-a214-7fb5a525329e",
"name": "窗口缓冲内存",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
200,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "281e3787-048a-445a-b18f-f3eaed7eaf72",
"name": "Airbnb MCP",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
1580,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "8b483aef-8f3a-4419-ac16-ff0221c081ca",
"name": "Airbnb 工具",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
1500,
300
],
"parameters": {},
"typeVersion": 1
},
{
"id": "be91115a-bb69-46aa-85f4-8dde900ceba0",
"name": "Airbnb MCP 1",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
1000,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "ab93549d-c501-431f-9e18-1efdc2345c0d",
"name": "Airbnb 工具 1",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
920,
880
],
"parameters": {},
"typeVersion": 1
},
{
"id": "f02ca912-93d8-499f-bdcc-3dcbd2a6d4b5",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
320,
-480
],
"parameters": {},
"typeVersion": 3
},
{
"id": "d81d6347-bf1a-4518-88c6-478256623737",
"name": "Google Docs",
"type": "n8n-nodes-base.googleDocs",
"position": [
540,
-480
],
"parameters": {},
"typeVersion": 2
},
{
"id": "bd7d1e56-f3a5-433a-89dc-859e3e2f1db4",
"name": "Google Drive 1",
"type": "n8n-nodes-base.googleDrive",
"position": [
760,
-480
],
"parameters": {},
"typeVersion": 3
},
{
"id": "c46f7d94-f9f2-4024-9470-05a7c091cf53",
"name": "Google Drive 2",
"type": "n8n-nodes-base.googleDrive",
"position": [
980,
-480
],
"parameters": {},
"typeVersion": 3
},
{
"id": "c076b601-5dc2-4f15-baf2-9d22734b0e23",
"name": "编辑字段",
"type": "n8n-nodes-base.set",
"position": [
80,
-480
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "dc406725-5970-4621-ae8c-ed9fd0e979f8",
"name": "通过 Telegram 发送发票 PDF",
"type": "n8n-nodes-base.telegram",
"position": [
980,
-600
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "91f9cf53-d7cf-467b-a329-e20d20fc59f2",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-700,
-1780
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "07cc7026-b939-4342-a7b1-992c3fe40f06",
"name": "便签6",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-620
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "4858c2d0-fc93-49a3-b16c-24fcbd6ccf45",
"name": "Google Calendar 2",
"type": "n8n-nodes-base.googleCalendar",
"position": [
100,
-860
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "5fff106a-f0f0-4352-8ddb-e9857152ebc9",
"name": "通过 Telegram 发送生日列表",
"type": "n8n-nodes-base.telegram",
"position": [
620,
-860
],
"webhookId": "7aa1743e-3bb0-439c-a99b-0c311321c03b",
"parameters": {},
"typeVersion": 1
},
{
"id": "f78f7960-94c4-407c-95a3-1d5e688d6180",
"name": "便签7",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1180,
-1780
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "8fca9aba-a13b-4cd1-b8e2-d4d418ac20e8",
"name": "便签8",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
-2260
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": true,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "012ed105-340a-417c-b5c2-b53ef1643635",
"connections": {
"Code": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Wait": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Think": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Think1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get PDF": {
"main": [
[
{
"node": "Mistral Upload",
"type": "main",
"index": 0
}
]
]
},
"Set page": {
"main": [
[
{
"node": "Qdrant Vector Store",
"type": "main",
"index": 0
}
]
]
},
"AI Agent1": {
"main": [
[
{
"node": "Send AI Text Response (Chat)",
"type": "main",
"index": 0
}
]
]
},
"AI Agent3": {
"main": [
[
{
"node": "Call Replicate API",
"type": "main",
"index": 0
}
]
]
},
"Airbnb MCP": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Calculator": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Airbnb MCP1": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Calculator1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Date & Time": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Google Drive",
"type": "main",
"index": 0
}
]
]
},
"Google Docs": {
"main": [
[
{
"node": "Google Drive1",
"type": "main",
"index": 0
}
]
]
},
"Search PDFs": {
"main": [
[
{
"node": "Send PDF Search Results via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Airbnb Tools": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Brave Search": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Date & Time1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Drive": {
"main": [
[
{
"node": "Google Docs",
"type": "main",
"index": 0
}
]
]
},
"Airbnb Tools1": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Brave Search1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Drive1": {
"main": [
[
{
"node": "Google Drive2",
"type": "main",
"index": 0
},
{
"node": "Send Invoice PDF via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Google Drive2": {
"main": [
[]
]
},
"Brave Search 2": {
"main": [
[
{
"node": "Send Brave Search Results via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Mistral Upload": {
"main": [
[
{
"node": "Mistral Signed URL",
"type": "main",
"index": 0
}
]
]
},
"Token Splitter": {
"ai_textSplitter": [
[
{
"node": "Default Data Loader",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[
{
"node": "Send Qdrant Indexing Confirmation",
"type": "main",
"index": 0
}
],
[
{
"node": "Set page",
"type": "main",
"index": 0
}
]
]
},
"Mistral DOC OCR": {
"main": [
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI": {
"ai_embedding": [
[
{
"node": "Qdrant Vector Store",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Google Calendar 2": {
"main": [
[
{
"node": "Send Birthday List via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Call Replicate API": {
"main": [
[
{
"node": "Download Replicate Audio",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI1": {
"ai_embedding": [
[
{
"node": "Qdrant Vector Store1",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Mistral Signed URL": {
"main": [
[
{
"node": "Mistral DOC OCR",
"type": "main",
"index": 0
}
]
]
},
"Refresh collection": {
"main": [
[
{
"node": "Search PDFs",
"type": "main",
"index": 0
}
]
]
},
"Default Data Loader": {
"ai_document": [
[
{
"node": "Qdrant Vector Store",
"type": "ai_document",
"index": 0
}
]
]
},
"Download voice file": {
"main": [
[
{
"node": "Convert audio to text",
"type": "main",
"index": 0
}
]
]
},
"Qdrant Vector Store": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Qdrant Vector Store1": {
"ai_vectorStore": [
[
{
"node": "Vector Store Retriever",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "AI Agent1",
"type": "ai_memory",
"index": 0
}
]
]
},
"Convert audio to text": {
"main": [
[
{
"node": "Combine content and set properties",
"type": "main",
"index": 0
}
]
]
},
"Gemini for RAG Answer": {
"ai_languageModel": [
[
{
"node": "Question and Answer Chain",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Window Buffer Memory2": {
"ai_memory": [
[
{
"node": "AI Agent3",
"type": "ai_memory",
"index": 0
}
]
]
},
"Vector Store Retriever": {
"ai_retriever": [
[
{
"node": "Question and Answer Chain",
"type": "ai_retriever",
"index": 0
}
]
]
},
"Determine content type1": {
"main": [
[
{
"node": "Help Responder1",
"type": "main",
"index": 0
}
],
[
{
"node": "Refresh collection",
"type": "main",
"index": 0
}
],
[
{
"node": "Get PDF",
"type": "main",
"index": 0
}
],
[
{
"node": "Question and Answer Chain",
"type": "main",
"index": 0
}
],
[
{
"node": "Google Calendar 2",
"type": "main",
"index": 0
}
],
[
{
"node": "Brave Search 2",
"type": "main",
"index": 0
}
],
[
{
"node": "Download voice file",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
],
[
{
"node": "Help Responder1",
"type": "main",
"index": 0
}
],
[
{
"node": "AI Agent1",
"type": "main",
"index": 0
}
]
]
},
"Download Replicate Audio": {
"main": [
[
{
"node": "Send AI Voice Response via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Gemini Chat Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent3",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Question and Answer Chain": {
"main": [
[
{
"node": "Send RAG Answer via Telegram",
"type": "main",
"index": 0
}
]
]
},
"Listen for incoming events": {
"main": [
[
{
"node": "Send Typing action",
"type": "main",
"index": 0
},
{
"node": "Determine content type1",
"type": "main",
"index": 0
}
]
]
},
"Google Calendar Create Event": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Calendar Next Holiday": {
"ai_tool": [
[
{
"node": "AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Calendar Create Event1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Calendar Next Holiday1": {
"ai_tool": [
[
{
"node": "AI Agent3",
"type": "ai_tool",
"index": 0
}
]
]
},
"Combine content and set properties": {
"main": [
[
{
"node": "AI Agent3",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 人工智能, IT 运维
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
相关工作流推荐
基于 Mistral OCR 的完整 RAG 从 PDF 开始
使用Mistral OCR、Qdrant和Gemini AI构建PDF文档RAG系统
Set
Code
Wait
+16
34 节点Davide
人工智能
在可视化参考库中探索n8n节点
在可视化参考库中探索n8n节点
If
Ftp
Set
+93
113 节点I versus AI
其他
使用 Qdrant 的完整 RAG 系统，带自动来源引用
使用Qdrant、Gemini和OpenAI构建带自动引用的RAG系统
Set
Code
Wait
+15
29 节点Davide
人工智能
宠物店 4
🐶 宠物店预约 AI 代理
If
Set
Code
+41
187 节点Bruno Dias
人工智能
[模板] AI宠物店 v8
🐶 AI宠物店助手 - 集成GPT-4o、Google日历和WhatsApp/Instagram/Facebook
If
N8n
Set
+38
244 节点Amanda Benks
销售
🤖 面向您的文档+Google Drive+Gemini+Qdrant的AI驱动RAG聊天机器人
🤖 面向您的文档+Google Drive+Gemini+Qdrant的AI驱动RAG聊天机器人
If
Set
Wait
+21
50 节点Joseph LePage
人工智能
