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--- |
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title: StarChat Playground |
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emoji: 🚀 |
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colorFrom: red |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 5.15.0 |
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app_file: app.py |
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pinned: true |
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license: apache-2.0 |
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--- |
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# CodeChat Playground |
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Welcome to **CodeChat Playground**, a platform to explore, test, and deploy chat-based applications using cutting-edge AI models. This project provides an environment for rapid experimentation with conversational AI, built to foster innovation and enable developers to create interactive chatbots with ease. |
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### Features |
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- **Customizable Chatbot:** Use advanced AI models to design and customize chatbot interactions. |
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- **Model Integration:** Easily integrate with popular models for intelligent responses. |
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- **Real-Time Interaction:** Test chatbots with real-time input and immediate feedback. |
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- **Extendable:** Add custom features, modify behaviors, and experiment with different models and configurations. |
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- **Security-Focused:** Best practices for API key management, input sanitization, and request validation. |
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### Getting Started |
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#### Prerequisites |
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Before getting started, make sure you have the following installed: |
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- Python 3.7 or higher |
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- Node.js (if applicable for frontend interactions) |
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- npm or yarn for managing dependencies |
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- A virtual environment for Python dependencies (optional but recommended) |
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#### Installation |
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1. Clone the repository: |
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```bash |
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git clone https://github.com/<your-username>/codechat-playground.git |
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cd codechat-playground |
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``` |
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2. Set up Python Environment: |
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It's recommended to use a virtual environment for Python projects. |
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```bash |
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python3 -m venv env |
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source env/bin/activate # For Linux/MacOS |
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env\Scripts\activate # For Windows |
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``` |
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3. Install Python Dependencies: |
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```bash |
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pip install -r requirements.txt |
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``` |
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4. Install Frontend Dependencies (if applicable): |
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If there are frontend components in your project (e.g., React, Vue.js), run: |
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```bash |
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npm install |
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``` |
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or |
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```bash |
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yarn install |
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``` |
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5. Run the Application: |
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- For the backend (Python server): |
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```bash |
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python app.py # Or the appropriate command to start your app |
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``` |
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- For the frontend (if applicable): |
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```bash |
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npm start # Or the corresponding command to run the frontend |
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``` |
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6. Access the Application: |
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Navigate to `http://localhost:5000` (or the URL specified) to interact with your chatbot. |
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### Configuration |
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If you want to customize the AI models or change settings, you can modify the configuration files. These are typically found in: |
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- `config/` |
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- `models/` |
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- `settings.py` |
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Ensure that any required API keys, model configurations, or environment variables are set in `.env` or within the project configuration files. |
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### Usage |
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Once set up, you can interact with your **CodeChat Playground** app via the web interface or API (depending on the app’s setup). Test different configurations of chat models, tune their behavior, and experiment with various user inputs. |
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#### Example Usage |
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To test a basic interaction through the API: |
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```bash |
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curl -X POST http://localhost:5000/chat -d '{"message": "Hello, AI!"}' -H "Content-Type: application/json" |
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``` |
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This will return a response from the AI model in the form of a chat message. |
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### Security Best Practices |
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Since this project involves AI-driven chat interactions, security considerations are critical: |
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- **Input Validation:** Prevent prompt injection attacks by sanitizing and filtering user input. |
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- **Rate Limiting:** Implement request rate limiting to prevent abuse. |
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- **API Key Management:** Store API keys in a `.env` file and never expose them in code. |
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- **Logging & Monitoring:** Keep track of requests and responses to detect anomalies. |
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### Contributing |
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We welcome contributions! If you have ideas for improvements, bug fixes, or additional features, please fork the repository and create a pull request. |
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#### How to Contribute |
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1. Fork the repository. |
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2. Create a new branch (`git checkout -b feature-name`). |
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3. Make your changes and commit them (`git commit -am 'Add feature'`). |
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4. Push to your fork (`git push origin feature-name`). |
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5. Create a pull request with a detailed description of your changes. |
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### License |
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This project is licensed under the Apache 2.0 License - see the LICENSE file for details. |
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--- |
