基于 GPT-4、Stripe 和 CRM 集成的 WooCommerce 对话式销售代理
高级
这是一个AI Chatbot, Multimodal AI领域的自动化工作流，包含 27 个节点。主要使用 Set, GoogleDrive, HttpRequest, TelegramTool, ManualTrigger 等节点。 基于 GPT-4、Stripe 和 CRM 集成的 WooCommerce 对话式销售代理
前置要求
- •Google Drive API 凭证
- •可能需要目标 API 的认证凭证
- •Telegram Bot Token
- •OpenAI API Key
- •Qdrant 服务器连接信息
- •Google Gemini API Key
使用的节点 (27)
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
{
"meta": {
"instanceId": "783d2046f405cc6ecb20ef185376ed1023323a3da628b9d8156b1fb75c75e037",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "6ba11958-a915-44d5-828d-5502e020848f",
"name": "当收到聊天消息时",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
240,
-496
],
"webhookId": "SALES-CHAT-TRIGGER",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "b4c04258-79b5-4c46-94c7-969d837a6857",
"name": "当点击“执行工作流”时",
"type": "n8n-nodes-base.manualTrigger",
"position": [
224,
-1216
],
"parameters": {},
"typeVersion": 1
},
{
"id": "b9a981fb-41eb-455a-9078-f91bdbed110d",
"name": "编辑字段 1",
"type": "n8n-nodes-base.set",
"position": [
448,
-496
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "s1",
"name": "sessionId",
"type": "string",
"value": "={{ $json.sessionId }}"
},
{
"id": "s2",
"name": "chatInput",
"type": "string",
"value": "={{ $json.chatInput }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "f94da395-1334-4466-8d5a-d300a70f5119",
"name": "Window Buffer Memory1",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
1168,
-224
],
"parameters": {
"sessionKey": "={{ $('Edit Fields1').item.json.sessionId }}",
"sessionIdType": "customKey",
"contextWindowLength": 12
},
"typeVersion": 1.3
},
{
"id": "f4c91458-29e6-4814-a64d-e512ac5da230",
"name": "Sales Info Extractor1",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
672,
-496
],
"parameters": {
"text": "={{ $json.chatInput }}",
"options": {
"systemPromptTemplate": "You extract buyer intent (product|faq|payment|lead) and fields (keyword, sku, min_price, max_price, name, email). Prices are numbers only. Do not hallucinate."
},
"schemaType": "manual",
"inputSchema": "{\n \"intents\": { \"product\": true, \"faq\": true, \"payment\": true, \"lead\": true },\n \"fields\": {\n \"keyword\": \"\",\n \"sku\": \"\",\n \"min_price\": \"\",\n \"max_price\": \"\",\n \"name\": \"\",\n \"email\": \"\"\n }\n}"
},
"typeVersion": 1
},
{
"id": "e102585a-a1a8-48b6-afdb-ed4eb69a638e",
"name": "OpenAI Chat Model (Extractor)1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
768,
-336
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "TmPSRVY5JCpWCR5d",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "562d9402-9902-4eb3-a6ca-a87f388b45e7",
"name": "Sales AI Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1200,
-496
],
"parameters": {
"options": {
"systemMessage": "=## Role\nYou are Sales AI Agent. Use tools only.\n\n## Routing\n- If extractor.intents.faq = true => use RAG_FAQ.\n- If extractor.intents.product = true => PRODUCT_SEARCH_WOO, then INVENTORY_DETAIL_WOO for shortlisted SKU.\n- If extractor.intents.payment = true => PAYMENT_LINK.\n- If name+email present => CRM_LEAD.\n- If blocked/unsure => HUMAN_ESCALATION.\n\n## Output\n- List products as: Title | Price | In stock | URL/Handle | SKU.\n- Always propose next actions: (1) Xem thêm lựa chọn, (2) Lấy link thanh toán, (3) Nói chuyện với tư vấn viên.\n\nToday is {{$now}}."
}
},
"typeVersion": 1.8
},
{
"id": "2ab2d2c1-5182-49d0-911f-85b6f2349070",
"name": "OpenAI Chat Model (Agent)1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
1040,
-224
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "TmPSRVY5JCpWCR5d",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "5469d03d-4a0f-410f-afc8-09083f697395",
"name": "Qdrant Vector Store (runtime)1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
"position": [
1248,
-64
],
"parameters": {
"options": {},
"qdrantCollection": {
"__rl": true,
"mode": "list",
"value": "sales_docs",
"cachedResultName": "sales_docs"
}
},
"credentials": {
"qdrantApi": {
"id": "WuffyG4RFaqOwLb4",
"name": "QdrantApi account"
}
},
"typeVersion": 1
},
{
"id": "c3d1075f-e019-4e47-92ca-0efc5d937c3f",
"name": "RAG_FAQ1",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"position": [
1328,
-256
],
"parameters": {
"name": "RAG_FAQ",
"description": "Answer FAQs/policies/specs from vector store"
},
"typeVersion": 1
},
{
"id": "4cbfa8de-aae7-4d9e-bc76-42e002b92a27",
"name": "Embeddings OpenAI (runtime)1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
1248,
80
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "TmPSRVY5JCpWCR5d",
"name": "OpenAi account"
}
},
"typeVersion": 1.1
},
{
"id": "eb21abb7-76c0-4353-874c-0138a6581b84",
"name": "PRODUCT_SEARCH_WOO1",
"type": "n8n-nodes-base.wooCommerceTool",
"position": [
1728,
-208
],
"parameters": {
"options": {
"sku": "={{ $('Sales Info Extractor1').item.json.fields.sku }}",
"search": "={{ $('Sales Info Extractor1').item.json.fields.keyword }}",
"maxPrice": "={{ $('Sales Info Extractor1').item.json.fields.max_price }}",
"minPrice": "={{ $('Sales Info Extractor1').item.json.fields.min_price }}",
"stockStatus": "instock"
},
"operation": "getAll"
},
"credentials": {
"wooCommerceApi": {
"id": "xEyvCU5Qw9lQh7WS",
"name": "WooCommerce account"
}
},
"typeVersion": 1
},
{
"id": "c608958f-cda9-42f2-9ce4-86a02a8e1f0b",
"name": "INVENTORY_DETAIL_WOO1",
"type": "n8n-nodes-base.wooCommerceTool",
"position": [
1904,
-208
],
"parameters": {
"operation": "get",
"productId": "={{ $fromAI('product_id', '', 'string') }}"
},
"credentials": {
"wooCommerceApi": {
"id": "xEyvCU5Qw9lQh7WS",
"name": "WooCommerce account"
}
},
"typeVersion": 1
},
{
"id": "68eb6073-8be1-4f3b-88fc-9c28fa7b8a63",
"name": "PAYMENT_LINK1",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1712,
-384
],
"parameters": {
"name": "paymentLinkAgent",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "PAYLINK-AGENT-ID",
"cachedResultName": "Payment Link Agent"
},
"description": "Create a Stripe payment link for chosen items",
"workflowInputs": {
"value": {},
"schema": [],
"mappingMode": "defineBelow",
"matchingColumns": []
}
},
"typeVersion": 2
},
{
"id": "965d4268-2fd0-4d8b-9957-38001836ee21",
"name": "CRM_LEAD1",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
1888,
-384
],
"parameters": {
"name": "crmAgent",
"workflowId": {
"__rl": true,
"mode": "list",
"value": "CRM-AGENT-ID",
"cachedResultName": "CRM Agent"
},
"description": "Create/Update lead in CRM (HubSpot/Pipedrive)",
"workflowInputs": {
"value": {},
"schema": [],
"mappingMode": "defineBelow",
"matchingColumns": []
}
},
"typeVersion": 2
},
{
"id": "d1f0bbeb-4fa0-48a6-907f-33ca8aed1a32",
"name": "HUMAN_ESCALATION1",
"type": "n8n-nodes-base.telegramTool",
"position": [
2096,
-208
],
"webhookId": "ESCALATE-TELEGRAM",
"parameters": {
"text": "={{ $fromAI('Text', '', 'string') }}",
"chatId": "SALES-ESCALATION-CHAT",
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "uxQixTID04QTjn2f",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "c3ee1206-bc01-499d-a687-fb044d0996e8",
"name": "Qdrant Wipe1",
"type": "n8n-nodes-base.httpRequest",
"position": [
432,
-1216
],
"parameters": {
"url": "=https://xxxxxxxxxx.qdrant.io:6333/collections/sales_docs/points/delete",
"method": "POST",
"options": {},
"jsonBody": "{\n \"filter\": {}\n}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "NnFliEyH7K6sFnlI",
"name": "Header Auth account"
}
},
"typeVersion": 4.2
},
{
"id": "d901677d-46d4-4891-a289-a626b19f419c",
"name": "Google Drive: List1",
"type": "n8n-nodes-base.googleDrive",
"position": [
624,
-1216
],
"parameters": {
"filter": {
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive",
"cachedResultName": "My Drive"
},
"folderId": {
"__rl": true,
"mode": "list",
"value": "DRIVE_FOLDER_ID",
"cachedResultName": "Sales Docs"
}
},
"options": {},
"resource": "fileFolder"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "7ksMk3zwMvT2CToN",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "ac729d26-43f7-46db-ad7c-81523ebaa0a8",
"name": "Google Drive: Download1",
"type": "n8n-nodes-base.googleDrive",
"position": [
832,
-1216
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {
"googleFileConversion": {
"conversion": {
"docsToFormat": "text/plain"
}
}
},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "7ksMk3zwMvT2CToN",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "936e6bf5-06f3-469d-82e6-04b4e6f5d9fe",
"name": "Default Data Loader1",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
1120,
-1024
],
"parameters": {
"options": {},
"dataType": "binary"
},
"typeVersion": 1
},
{
"id": "12b5d80d-3c78-47e4-960c-93396dc6a252",
"name": "Token Splitter1",
"type": "@n8n/n8n-nodes-langchain.textSplitterTokenSplitter",
"position": [
1120,
-880
],
"parameters": {
"chunkSize": 300,
"chunkOverlap": 30
},
"typeVersion": 1
},
{
"id": "aedd2f0f-fd7b-4f44-b8c7-fa497e9b8485",
"name": "Embeddings OpenAI (build)1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
992,
-1008
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "TmPSRVY5JCpWCR5d",
"name": "OpenAi account"
}
},
"typeVersion": 1.1
},
{
"id": "db9980d3-176b-4236-b002-ec552c023118",
"name": "Qdrant Vector Store (insert)1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
"position": [
1040,
-1216
],
"parameters": {
"mode": "insert",
"options": {},
"qdrantCollection": {
"__rl": true,
"mode": "list",
"value": "sales_docs",
"cachedResultName": "sales_docs"
}
},
"credentials": {
"qdrantApi": {
"id": "WuffyG4RFaqOwLb4",
"name": "QdrantApi account"
}
},
"typeVersion": 1
},
{
"id": "6ce8870c-9150-44cb-86e2-ef55a2f0931f",
"name": "Google Gemini 聊天模型1",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
1536,
-64
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"id": "Atcc45Iqep6u15qs",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "7d78df3f-98d7-4d53-af20-ad6dd1ca1d3c",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
208,
-320
],
"parameters": {
"color": 5,
"width": 528,
"height": 320,
"content": "🛒 **WooCommerce AI Sales Agent – Overview**\n\nThis workflow turns n8n into an **AI-powered sales assistant** for WooCommerce. \nIt can: \n- Detect customer intent (FAQ, product search, payment, lead capture). \n- Search products directly in WooCommerce and show stock details. \n- Answer FAQs using RAG with Qdrant + Google Drive documents. \n- Generate Stripe payment links for checkout. \n- Capture leads into CRM (HubSpot/Pipedrive). \n- Escalate unclear cases to human agents via Telegram. \n\nResult: A **24/7 automated sales agent** that helps customers from discovery → payment → lead capture.\n"
},
"typeVersion": 1
},
{
"id": "6462a494-08bc-43ef-ac60-405f1a5861bb",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-496,
-720
],
"parameters": {
"color": 3,
"width": 528,
"height": 256,
"content": "⚙️ **Setup & Customization Notes**\n\nBefore using this workflow: \n1. 🔑 Connect credentials: WooCommerce API, Stripe, CRM, Google Drive, OpenAI/Gemini, Qdrant, Telegram. \n2. 🌍 Adjust language/localization (`hl`, `gl`) if needed for your market. \n3. 📂 Update Google Drive folder ID where your sales docs are stored. \n4. 🗑️ Use “Qdrant Wipe” if you want to re-index fresh documents. \n5. ✏️ Customize agent’s response style (formal, casual, short/long) in the `Sales AI Agent` system prompt. \n"
},
"typeVersion": 1
},
{
"id": "e2641b81-60fb-48c2-b763-a3b55864fa44",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
208,
-1056
],
"parameters": {
"color": 5,
"width": 528,
"height": 352,
"content": "📂 **Knowledge Base Update Flow**\n\nPurpose: Keeps the AI’s FAQ knowledge accurate and up to date. \n\nHow it works: \n1. **Trigger (Manual Execute)** → Run when you want to refresh the knowledge base. \n2. **Qdrant Wipe** → Clears all old vectors. \n3. **Google Drive List & Download** → Loads all sales/policy documents from the configured folder. \n4. **Splitter + Embeddings** → Splits text into chunks and creates embeddings. \n5. **Qdrant Insert** → Stores embeddings in vector DB for retrieval (RAG). \n\n💡 Use this flow whenever sales policies, product docs, or FAQs are updated. \n"
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"RAG_FAQ1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"CRM_LEAD1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[
{
"node": "Sales Info Extractor1",
"type": "main",
"index": 0
}
]
]
},
"Qdrant Wipe1": {
"main": [
[
{
"node": "Google Drive: List1",
"type": "main",
"index": 0
}
]
]
},
"PAYMENT_LINK1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Token Splitter1": {
"ai_textSplitter": [
[
{
"node": "Default Data Loader1",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"HUMAN_ESCALATION1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Drive: List1": {
"main": [
[
{
"node": "Google Drive: Download1",
"type": "main",
"index": 0
}
]
]
},
"PRODUCT_SEARCH_WOO1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Default Data Loader1": {
"ai_document": [
[
{
"node": "Qdrant Vector Store (insert)1",
"type": "ai_document",
"index": 0
}
]
]
},
"INVENTORY_DETAIL_WOO1": {
"ai_tool": [
[
{
"node": "Sales AI Agent1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Sales Info Extractor1": {
"main": [
[
{
"node": "Sales AI Agent1",
"type": "main",
"index": 0
}
]
]
},
"Window Buffer Memory1": {
"ai_memory": [
[
{
"node": "Sales AI Agent1",
"type": "ai_memory",
"index": 0
}
]
]
},
"Google Drive: Download1": {
"main": [
[
{
"node": "Qdrant Vector Store (insert)1",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model1": {
"ai_languageModel": [
[
{
"node": "RAG_FAQ1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Embeddings OpenAI (build)1": {
"ai_embedding": [
[
{
"node": "Qdrant Vector Store (insert)1",
"type": "ai_embedding",
"index": 0
}
]
]
},
"OpenAI Chat Model (Agent)1": {
"ai_languageModel": [
[
{
"node": "Sales AI Agent1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
]
]
},
"Embeddings OpenAI (runtime)1": {
"ai_embedding": [
[
{
"node": "Qdrant Vector Store (runtime)1",
"type": "ai_embedding",
"index": 0
}
]
]
},
"OpenAI Chat Model (Extractor)1": {
"ai_languageModel": [
[
{
"node": "Sales Info Extractor1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Qdrant Vector Store (runtime)1": {
"ai_vectorStore": [
[
{
"node": "RAG_FAQ1",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"When clicking 'Execute workflow'": {
"main": [
[
{
"node": "Qdrant Wipe1",
"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 - AI 聊天机器人, 多模态 AI
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。
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🤖 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
文档 RAG 和聊天代理：Google Drive 到 Qdrant 与 Mistral OCR
文档 RAG 和聊天代理：Google Drive 到 Qdrant 与 Mistral OCR
If
Set
Code
+16
40 节点DIGITAL BIZ TECH
内部知识库
使用 VAPI 构建 AI 语音助手
WooCommerce AI语音客服，使用VAPI、GPT-4o、Gemini和RAG
Set
Webhook
Http Request
+13
25 节点Davide
杂项
工作流信息
难度等级
高级
节点数量27
分类2
节点类型19
作者
Cong Nguyen
@cong-nguyenI’m a developer specialized in building web and mobile applications with AI integration and intelligent automation. With a solid background in data science, I help businesses build smarter digital solutions using cutting-edge technologies.
外部链接
在 n8n.io 查看 →
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