marts-dev / llm-workshop-fc2024

Resources for the FC 2024 LLM workshop

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 -

Part 2 - Structured Outputs -

Part 3 - LLM Evaluations -

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:

• Code
• Evaluation Driven Development
• Bringing WandBot to Production