| # AgenticDeveloper | |
| This project implements a text-based developer assistant using a Mixture of Experts (MoE) model. The assistant consists of a prime agent and several secondary agents specialized in different tasks such as code writing, code debugging, and code optimization. | |
| ## Project Structure | |
| - **`agent.py`**: Defines the PrimeAgent and SecondaryAgent classes. | |
| - **`app.py`**: Main entry point for running the Gradio interface. | |
| - **`network.py`**: Contains functions to create neural network models for text processing and the gating network. | |
| - **`requirements.txt`**: Lists the dependencies required for the project. | |
| - **`train.py`**: Implements the training and evaluation pipeline. | |
| - **`interface.py`**: Sets up the Gradio interface for the chat window and code display. | |
| - **`README.md`**: Project documentation and setup instructions. | |
| ## Setup Instructions | |
| Follow these steps to set up the project on your local machine: | |
| 1. **Clone the repository**: | |
| ```sh | |
| git clone https://github.com/Dnnsdesigns/AgenticDeveloper.git | |
| cd AgenticDeveloper | |
| ``` | |
| 2. **Create a virtual environment** (optional but recommended): | |
| ```sh | |
| python -m venv venv | |
| source venv/bin/activate # On Windows use `venv\Scripts\activate` | |
| ``` | |
| 3. **Install the required dependencies**: | |
| ```sh | |
| pip install -r requirements.txt | |
| ``` | |
| 4. **Run the application**: | |
| ```sh | |
| python app.py | |
| ``` | |
| ## Usage | |
| The AgenticDeveloper provides an interactive Gradio interface with two main components: | |
| 1. **Chat Window**: Where you can interact with the assistant to get code suggestions, debugging help, and more. | |
| 2. **Code Display Window**: Displays the code snippets generated by the assistant. | |
| To use the assistant, enter your request in the chat window and the assistant will respond with suggestions or code snippets based on the input. | |
| ## Contribution Guidelines | |
| We welcome contributions to the AgenticDeveloper project! Here are some guidelines to help you get started: | |
| 1. **Fork the repository**: Create a fork of the repository on your GitHub account. | |
| 2. **Clone your fork**: Clone the forked repository to your local machine. | |
| ```sh | |
| git clone https://github.com/YOUR_USERNAME/AgenticDeveloper.git | |
| cd AgenticDeveloper | |
| ``` | |
| 3. **Create a new branch**: Create a new branch for your feature or bugfix. | |
| ```sh | |
| git checkout -b feature/your-feature-name | |
| ``` | |
| 4. **Make your changes**: Implement your feature or bugfix. | |
| 5. **Commit your changes**: Commit your changes with a descriptive commit message. | |
| ```sh | |
| git commit -m "Add feature/your-feature-name" | |
| ``` | |
| 6. **Push your changes**: Push your changes to your forked repository. | |
| ```sh | |
| git push origin feature/your-feature-name | |
| ``` | |
| 7. **Create a Pull Request**: Create a pull request from your forked repository to the main repository. | |
| ## Future Work | |
| Here are some potential future improvements and features for the AgenticDeveloper: | |
| - **Expand to Multimodal Inputs**: Add support for image and audio inputs to provide | |