example

CustomGroqChat Example Documentation

This directory contains detailed documentation about the example files included with CustomGroqChat.

Available Files

• examples_explained.md: Detailed code-level explanations of each example script with annotated code sections, highlighting key patterns and techniques.
• Other example-specific documentation files (if needed in the future)

Purpose

The files in this directory provide in-depth explanations of example code to help you:

1. Understand the implementation details of each example
2. Learn best practices for using CustomGroqChat
3. See practical patterns that you can apply to your own projects

See Also

• Main Examples Documentation: Overview of all examples
• User Guide: Comprehensive guide to using CustomGroqChat
• Usage Guides: Specific usage scenarios and patterns

CustomGroqChat Examples

This directory contains example implementations and code snippets that demonstrate how to use the CustomGroqChat library in real-world scenarios.

Directory Contents

This directory will be populated with:

• Complete example applications using CustomGroqChat
• Code snippets demonstrating specific features
• Template projects to help you get started

Available Examples

For a full description of all example scripts included with CustomGroqChat, please see the Examples Documentation.

Some key examples include:

1. Basic Usage

   • Simple Chat - Basic usage of the client
   • Compare All Models - Run the same prompt through all configured models
   • Select Model and Chat - Interactive example to select a model and chat with it
   • Parallel Requests - Process multiple requests in parallel

2. Conversation Examples

   • Conversation with Memory - Demonstrate multi-turn conversations with context

3. Rate Limiting Examples

   • Handle Rate Limits - Basic rate limit handling
   • Rate Limit Test - Test exceeding rate limits
   • Aggressive Rate Limit Test - Push rate limits even further
   • Simple Rate Limit Exceed - Simplified approach to exceed rate limits

4. Advanced Features

   • Token Counting - Estimating token usage before sending requests
   • Parallel Processing - Process multiple requests with callbacks and priorities

Using These Examples

To run any of the examples, make sure you have:

1. Installed the CustomGroqChat package
2. Configured your GROQ API credentials
3. Set up the necessary configuration files as described in the documentation

Contributing Examples

If you'd like to contribute your own examples, please:

1. Follow the existing code style and patterns
2. Include comprehensive comments explaining what the code does
3. Provide a README.md file with your example explaining its purpose and usage
4. Test the example thoroughly before submitting