AICrew Project

Overview

AICrew is a project that combines different Python tools and libraries to mimic a software development team using AI. It's like putting together pieces of a puzzle. In AICrew, each AI agent acts as a member of a software team – there's one for backend development, another for DevOps, and one for database management, among others. These AI agents work together to simulate building a mobile game. This project is just an example of how you can use these tools together.

Installation

Before running AICrew, ensure you have the required libraries installed. Run the following commands to install necessary dependencies:

pip install python-dotenv
pip install gitpython
pip install langchain
pip install langchain-community
pip install langchain_google_genai
pip install faiss-gpu
pip install wikipedia
pip install crewai

Usage

To use AICrew, clone the repository and navigate to the project directory. Run the Jupyter Notebook to start the simulation:

git clone https://github.com/ogunerkutay/AICrew.git
cd AICrew
jupyter notebook AICrew.ipynb

Components

AICrew consists of several components:

• Environment Setup: Initialize the environment and import necessary libraries.
• Configuration and Initialization: Set up LangChain and Google Generative AI embeddings.
• Document Processing: Functions for loading and processing documents.
• RetrievalQA Chain: Set up a retrieval-based question-answering chain.
• Tools Initialization: Initialize various tools for agents, including Wikipedia Query, File Management, and custom tools for specific functions.
• Agents and Crew Initialization: Define roles for each agent in the software development process.
• Execution and Results Handling: Kick off the crew and handle results of the development process.

Contributing

Contributions to AICrew are welcome! Feel free to fork the repository and submit pull requests.