Awesome LLM Projects

Welcome to the "Awesome LLM Projects" repository! This is a curated collection of projects, resources, and tools related to Large Language Models (LLM). If you're interested in the fascinating world of large language models like GPT-x, LLaMA, Mistral and more, you've come to the right place.

Table of Contents

• Introduction
• Projects
• Resources
• Contributing
• License

Introduction

Large Language Models (LLMs) have revolutionized natural language processing, enabling a wide range of applications, from text generation to machine translation and question-answering systems. This repository aims to bring together a variety of LLM projects and resources for enthusiasts and professionals in this field.

Projects

Here are some of the featured LLM projects in this repository:

1. Blog AI Assistant: click here

   • scrape blog articles realtime
   • perform the rag using BGE embeddings and gpt-3.5-turbo
   • served with streamlit

2. Multimodal Image Retriever: click here

   • download backyard-bird images
   • perform the multimodal rag using BGE embeddings for text, CLIP embeddings for images and gpt-3.5-turbo for generation

3. Advanced RAG Agent: click here

   • RAG agent with typical PDF retrival but advanced
   • added cohere reranking
   • added more contextual compressors

Feel free to add your LLM projects to this list by submitting a pull request.

Resources

In addition to projects, this repository contains a curated list of resources to help you explore the world of Large Language Models. These resources include:

• Books
• Papers
• Courses
• Blogs
• Tools

Explore the Resources page for a detailed list.

Contributing

We welcome contributions from the LLM community. If you have a project, resource, or tool that you'd like to add to this repository, please follow these steps:

1. Fork this repository.

2. Create a branch for your contribution: git checkout -b your-feature

3. Add your project/resource/tool and ensure it's well-documented.

4. Update the Table of Contents if necessary.

5. Submit a pull request.

Please adhere to our Contributing Guidelines for more details on how to contribute.

License

This repository is licensed under the MIT License. Feel free to use and share the contents of this repository in accordance with the terms specified in the license.

We hope this repository becomes a valuable resource for the LLM community. If you have any questions or suggestions, please open an issue or contact the repository maintainers.

Happy exploring, and enjoy your journey into the world of Large Language Models!