/llm-workshop-fc2024

Resources for the FC 2024 LLM workshop

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Improve Your Business Step by Step: Practical Use of LLMs Workshop

This repository is to support the "Improve Your Business Step by Step: Practical Use of LLMs" Workshop during Fully Connected 2024 conference by Weights & Biases

Colab Links

Part 1 - Prompting - Open In Colab

Part 2 - Structured Outputs - Open In Colab

Part 3 - LLM Evaluations - Open In Colab

Prerequisites

  • A basic understanding of Python (and a clean environment)
  • Claude 3 API key - Create an account (in Anthropic Console)
  • Weights & Biases API key - Create an account (in W&B Console)

*Optional

If you want to follow along in Coogle Colab

  • Open the 🔑 pane on the left of Google Colab
  • Add ANTHROPIC_API_KEY and allow notebook access
  • Add WANDB_API_KEY and allow notebook access

If you want to run the examples / notebooks locally you will need also

  • Clean python environment
  • Run pip install -r requirements.txt
  • Copy .env.example file into .env file and fill in the required keys

Presentation Slides

Resources

LLMs at W&B

Customer support with WandBot: