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AI-Driven Agile Team

This Python project demonstrates an innovative approach to collaborative development using AI-driven agents. By leveraging the crewai library alongside the langchain_community.llms module, the project showcases how different roles within a software development team can be simulated and automated to perform tasks such as drafting user stories, coding, and code review.

Features

  • AI-Driven Agents: Utilizes crewai to create agents with specific roles and goals, including a Product Owner, Bash Scripting Expert, and Reviewer.
  • Language Model Integration: Leverages Ollama from langchain_community.llms to load Mixtral-8x7B local models, enabling sophisticated language understanding and generation capabilities.
  • Collaborative Task Management: Demonstrates how these agents can work together as an Agile team, following a sequential process to Define user stories, Build implementation and Review code.

Installation

  1. Ensure you have Python 3.11+ installed on your system:
conda create -n ai-agile-team python=3.11 -y
conda activate ai-agile-team

  1. Install Ollama and Mixtral-8x7B model

  2. Then, clone this repository and install the required dependencies:

git clone https://github.com/jeanjerome/ai-agile-team.git
cd ai-agile-team
pip install -r requirements.txt

Usage

To run the project and see the AI-driven development process in action:

conda activate ai-agile-team
python main.py

Dependencies

  • crewai: A library for creating and managing AI agents in collaborative tasks.
  • langchain_community.llms: Provides access to language models like Ollama for natural language understanding and generation.

Contributing

We welcome contributions! If you have ideas for new features or improvements, please open an issue or submit a pull request.

License

This project is open source and available under the MIT License.