commercetoolsAgent

This basic example is a Python-based conversational AI agent that interfaces with the commercetools GraphQL API. It uses LangChain for agent functionality and Gradio for the user interface.

Features

• Interact with Commercetools GraphQL API
• Conversational AI powered by OpenAI's GPT-4
• Memory-enabled chat interface
• Gradio-based web UI for easy interaction

Prerequisites

• Python 3.7+
• commercetools account and API credentials
• OpenAI API key

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/commercetools-agent.git
   cd llm_to_ctp
   

2. Install the required dependencies:

   pip install -r requirements.txt
   

3. Set up your environment variables: Create a .env file in the project root and add the following:

   CTP_API_URL=your_commercetools_api_url
   CTP_AUTH_URL=your_commercetools_auth_url
   CTP_CLIENT_ID=your_client_id
   CTP_CLIENT_SECRET=your_client_secret
   CTP_PROJECT_KEY=your_project_key
   OPENAI_API_KEY=your_openai_api_key
   

Usage

To start the CommercetoolsAgent with the Gradio interface:

python main.py

This will launch a web interface where you can interact with the agent.

Class Overview

CommercetoolsAgent

The main class that sets up the LangChain agent, tools, and Gradio interface.

Methods:

• __init__(): Initializes the agent, tools, and GraphQL client.
• _setup_tools(): Sets up the tools for the agent.
• _setup_gql_client(): Initializes the GraphQL client.
• _get_access_token(): Retrieves the access token for Commercetools API.
• _query_commercetools(): Executes GraphQL queries on the Commercetools API.
• chat(): Processes user input and returns the agent's response.
• launch_gradio_interface(): Launches the Gradio web interface.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License.