# CustomGroqChat Documentation

Welcome to the CustomGroqChat documentation. This comprehensive documentation covers all aspects of using, understanding, and extending the CustomGroqChat package.

## Getting Started

New to CustomGroqChat? Start with these guides:

- [Overview](overview.md) - Learn what CustomGroqChat is and how it works
- [Quick Start](usage%20guide/simple_usage.md) - Get up and running quickly
- [Usage Guide](usage%20guide/user_guide.md) - Detailed instructions for using the package

## Documentation Structure

This documentation is organized into several sections:

| Section | Description |
|---------|-------------|
| [Usage Guides](usage%20guide/README.md) | Step-by-step guides for using the package |
| [Examples](example/README.md) | Practical examples and use cases |
| [Implementation](scripts/README.md) | Details about the internal components |
| [Testing](tests/README.md) | Documentation on testing and validation |
| [Scripts](scripts/README.md) | Utility scripts and command-line tools |

## Core Components

CustomGroqChat is built with a modular architecture. Below are the key components:

### Main Interface

- [GroqClient](scripts/groq_client.md) - The primary client interface for applications

### Request Processing

- [RequestHandler](scripts/request_handler.md) - Validates and prepares requests
- [QueueManager](scripts/queue_manager.md) - Manages request priority and queueing

### API Communication

- [APIClient](scripts/api_client.md) - Handles direct communication with the Groq API

### Utilities

- [RateLimitHandler](scripts/rate_limit_handler.md) - Manages and enforces rate limits
- [TokenCounter](scripts/token_counter.md) - Counts tokens for context management
- [ConfigLoader](scripts/config_loader.md) - Loads and validates configuration

### Error Handling

- [Exceptions](scripts/exceptions.md) - Custom exception hierarchy
- [Error Handling Guide](usage%20guide/exceptions.md) - How to handle errors gracefully

## Guides By Topic

### Basic Usage

- [Simple Usage Guide](usage%20guide/simple_usage.md) - Essential operations
- [Implementation Examples](implementation_examples.md) - Practical implementations

### Advanced Topics

- [Advanced Usage Guide](usage%20guide/advanced_usage.md) - Advanced features and techniques
- [Error Handling](usage%20guide/exceptions.md) - Dealing with errors and exceptions
- [Configuration](scripts/config_loader.md) - Configuring the package

### Code Examples

- [Compare Models](example/1_compare_all_models.py) - Compare different Groq models
- [Model Selection](example/2_select_model_and_chat.py) - Select and use specific models
- [Rate Limit Handling](example/3_handle_rate_limits.py) - Handle API rate limits
- [Conversation Memory](example/4_conversation_with_memory.py) - Implement conversation memory
- [Parallel Processing](example/5_parallel_processing.py) - Process multiple requests in parallel

## API Reference

For complete API details, see:

- [Package Exports](scripts/package_exports.md) - All public exports from the package
- [Component Documentation](scripts/README.md) - Documentation for each component

## Architecture Overview

CustomGroqChat uses a layered architecture:

```
┌─────────────────────────────────────────┐
│ Application Layer (GroqClient)          │
├─────────────────────────────────────────┤
│ Request Management (RequestHandler)     │
├─────────────────────────────────────────┤
│ Concurrency (QueueManager)              │
├─────────────────────────────────────────┤
│ Rate Management (RateLimitHandler)      │
├─────────────────────────────────────────┤
│ API Communication (APIClient)           │
└─────────────────────────────────────────┘
```

This design allows for flexibility, extensibility, and robust error handling.

## Contribution

If you want to contribute to the documentation or the package itself, please follow these steps:

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Submit a pull request

We welcome improvements to both code and documentation!

## Support

If you encounter any issues or have questions about using CustomGroqChat, please:

1. Check the [Error Handling Guide](usage%20guide/exceptions.md) for common issues
2. Review the [Advanced Usage Guide](usage%20guide/advanced_usage.md) for detailed information
3. Submit an issue on our GitHub repository if you need further assistance
