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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.