LeAgent: Your Adaptive AI Companion

Overview

LeAgent is an innovative AI assistant designed to grow and adapt alongside its user, creating a unique and evolving relationship. Inspired by AI assistants in science fiction, such as J.A.R.V.I.S. or Friday from the Iron Man films, LeAgent aims to bridge the gap between static, pre-programmed assistants and truly personalized AI companions.

The name "LeAgent" combines the French article "Le" with "Agent," symbolizing a sophisticated, adaptive assistant that transcends language and cultural barriers.

Key Features

• Adaptive Learning: Learns and adapts in real-time based on user interactions.
• Personalization: Tailors responses, suggestions, and behavior to individual user preferences and habits.
• Natural Interaction: Utilizes advanced natural language understanding for more human-like conversations.
• Task Management: Provides efficient assistance with various tasks, from scheduling to information retrieval.
• Continuous Growth: Designed to continuously improve and expand capabilities over time.
• Privacy-Focused: Ensures user data is handled securely and ethically.

Technology Stack

• Large Language Models (LLMs) for natural language processing
• Incremental learning algorithms for real-time adaptation
• Advanced Natural Language Understanding (NLU) for intent recognition
• Efficient data structures for memory management and quick retrieval

Getting Started

Prerequisites

• Python 3.8+
• pip (Python package manager)

Installation

1. Clone the repository:

   git clone https://github.com/your-username/LeAgent.git
   cd LeAgent
   

2. Create a virtual environment:

   python -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`
   

3. Install the required packages:

   pip install -r requirements.txt
   

Usage

(Add basic usage instructions here once the core functionality is implemented)

Project Structure

LeAgent/
├── src/
│   ├── llm/
│   ├── online_learning/
│   ├── personalization/
│   ├── nlu/
│   ├── task_management/
│   └── utils/
├── data/
├── tests/
├── docs/
└── notebooks/

Contributing

We welcome contributions from the community! If you're interested in improving LeAgent, please follow these steps:

1. Fork the repository
2. Create a new branch (git checkout -b feature/AmazingFeature)
3. Make your changes
4. Commit your changes (git commit -m 'Add some AmazingFeature')
5. Push to the branch (git push origin feature/AmazingFeature)
6. Open a Pull Request

Please read CONTRIBUTING.md for details on our code of conduct and the process for submitting pull requests.

License

This project is licensed under the MIT License - see the LICENSE.md file for details.

Acknowledgments

• Inspiration from sci-fi AI assistants
• OpenAI for advances in language models
• The open-source community for various tools and libraries used in this project

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LeAgent: Votre compagnon AI évolutif - Your adaptive AI companion