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Large Language Model Workshop

maintained by dataroots PythonVersion Open In Colab

Welcome to the Large Language Model Workshop! 🚀

Introduction

Large Language Models (LLMs) have recently emerged as a groundbreaking advancement in the field of natural language processing. These models are designed to comprehend and generate human-like text, exhibiting a remarkable ability to understand context, grammar, and even nuances in language.

Purpose of this Workshop

This workshop is designed to introduce participants to the fascinating world of LLMs and how to interact with them. Throughout this session, we'll explore how to:

  • Prompt engineering with LLMs.
  • Extract information and parse it in a structured way
  • Build Chatbots and ask questions over documents

How to Use This Repository

  1. Clone: Clone this repository onto your local machine.
  2. Explore Notebooks: Open and explore the Jupyter Notebooks provided in the repository. Follow along with the workshop instructions and code samples. You can open the notebooks via Google Collab.
  3. Launch applications: If you want to launch the applications, create a new conda Environment based on applications/environment.yml. You can then launch the three applications (shortcuts provided in the Makefile).

Additional Resources

Here are some useful links:

We hope you find this workshop informative and engaging! Feel free to explore, experiment, and ask questions during the session. Happy learning! 📚✨