chatbot_Shopify

Overview

This is a fully-featured Shopify chatbot system that integrates Model Context Protocol (MCP) to provide intelligent customer service and shopping assistance. The system combines OpenAI LLM with hybrid search capabilities using FAISS and Elasticsearch to deliver accurate product recommendations. It implements a sophisticated architecture with persistent sessions, real-time Shopify integration, and agentic abilities for cart management, checkout, and customer account handling. The solution is deployed as a theme extension, providing a seamless customer experience within the Shopify platform.

Try asking AI

After installing, here are 7 things you can ask your AI assistant:

• query_shopify_products

  Search for products in the Shopify store with filters

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

  Create a new customer account in Shopify

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

  Create a new shopping cart for a customer

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

  Add items to a customer's shopping cart

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

  Remove items from a customer's shopping cart

  Try:Remove blue dress from cartTry:Delete item 12345 from cart
• update_cart

  Update quantities or contents of a shopping cart

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

  Create a new order for a customer

  Try:Place an order for the cart contentsTry:Finalize the purchase
• query_order_status

  Check the status of a customer's order

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

  Update details or status of an existing order

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

  Search for products using semantic similarity

  Try:Find dresses similar to this oneTry:Show me products like these shoes
• search_products_lexical

  Search for products using keyword matching

  Try:Find all products with 'organic' in the nameTry:Search for 'summer dresses'
• create_chat_session

  Start a new chat session with a customer

  Try:Start a new conversationTry:Begin help session with customer

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

Comparable tools

Installation

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

cp credentials/.env.example credentials/.env
# Edit credentials/.env with your API keys and configuration

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": "your_openai_api_key",
        "SHOPIFY_API_KEY": "your_shopify_api_key",
        "SHOPIFY_API_SECRET": "your_shopify_secret",
        "SHOPIFY_STORE_URL": "your_store.myshopify.com"
      }
    }
  }
}

FAQ

What Shopify API version does this chatbot use?

The chatbot uses Shopify GraphQL APIs for integration with the Shopify platform, allowing access to products, customer accounts, and orders.

Can this chatbot handle multiple languages?

The system uses OpenAI LLM which can handle multiple languages. However, the current implementation appears to be focused on English language support without specific multilingual features documented.

What is the performance capacity of this chatbot?

The system is designed to support 100+ simultaneous sessions with average response times under 500ms. It can be scaled horizontally via Docker Swarm or Kubernetes for increased capacity.

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