chatbot_Shopify

概述

这是一个功能完整的 Shopify 聊天机器人系统，集成了模型上下文协议 (MCP)，提供智能客户服务和购物助手功能。系统结合 OpenAI LLM 和使用 FAISS 与 Elasticsearch 的混合搜索功能，提供准确的产品推荐。它实现了先进的架构，包含持久化会话、实时 Shopify 集成以及购物车管理、结账和客户账户处理的智能代理能力。该解决方案作为主题扩展部署，在 Shopify 平台内提供无缝的客户体验。

试试问 AI

装完之后，这里有 7 个你可以让 AI 做的事：

• query_shopify_products

  Search for products in the Shopify store with filters

  试试:Show me blue dresses under $100试试:Find red shoes for women
• create_customer_account

  Create a new customer account in Shopify

  试试:Create an account for John Doe with email john@example.com试试:Sign up a new customer
• create_cart

  Create a new shopping cart for a customer

  试试:Start a new shopping cart试试:Create a cart for returning customer
• add_cart_items

  Add items to a customer's shopping cart

  试试:Add blue dress to cart试试:Put product 12345 in the cart
• remove_cart_items

  Remove items from a customer's shopping cart

  试试:Remove blue dress from cart试试:Delete item 12345 from cart
• update_cart

  Update quantities or contents of a shopping cart

  试试:Change quantity of blue dress to 2试试:Modify the cart contents
• create_customer_order

  Create a new order for a customer

  试试:Place an order for the cart contents试试:Finalize the purchase
• query_order_status

  Check the status of a customer's order

  试试:What's the status of order 12345?试试:Track my recent order
• update_order

  Update details or status of an existing order

  试试:Change shipping address for order 12345试试:Update order to shipped
• search_products_semantic

  Search for products using semantic similarity

  试试:Find dresses similar to this one试试:Show me products like these shoes
• search_products_lexical

  Search for products using keyword matching

  试试:Find all products with 'organic' in the name试试:Search for 'summer dresses'
• create_chat_session

  Start a new chat session with a customer

  试试:Start a new conversation试试:Begin help session with customer

说明：Tool names inferred from system architecture diagram and feature descriptions. No explicit MCP tool documentation found in README.

可对比工具

安装

git clone https://github.com/Mobeen-Dev/chatbot_Shopify.git
cd chatbot_Shopify

cp credentials/.env.example credentials/.env
# 编辑 credentials/.env 文件，添加您的 API 密钥和配置

python -m ETL.pipeline --chunk_products --upload_chunks --start_embedding_job

docker-compose build
docker-compose up

{
  "mcpServers": {
    "shopify-chatbot": {
      "command": "python",
      "args": ["path/to/chatbot_Shopify/src/server.py"],
      "env": {
        "OPENAI_API_KEY": "您的_openai_api_key",
        "SHOPIFY_API_KEY": "您的_shopify_api_key",
        "SHOPIFY_API_SECRET": "您的_shopify_secret",
        "SHOPIFY_STORE_URL": "您的商店.myshopify.com"
      }
    }
  }
}

FAQ

这个聊天机器人使用哪个版本的 Shopify API？

聊天机器人使用 Shopify GraphQL API 与 Shopify 平台集成，可以访问产品、客户账户和订单。

这个聊天机器人能否处理多种语言？

系统使用 OpenAI LLM，可以处理多种语言。但是，当前实现似乎主要专注于英语支持，没有特别记录多语言功能。

这个聊天机器人的性能容量如何？

系统设计支持 100+ 个并发会话，平均响应时间在 500 毫秒以内。可以通过 Docker Swarm 或 Kubernetes 进行横向扩展以提高容量。

chatbot_Shopify 对比