PyData Seattle: LLMs, Chatbots, and Dashboards
Setup
AI + LLMs
Inspecing and testing your LLMs
Shiny
Welcome
Introduction to Shiny
Build a Shiny application
What is Reactivity?
Publishing your application
AI + LLMs
Anatomy of a Conversation
Chatlas
Tools
Querychat
Inspecing and testing your LLMs
AI + LLMs
Inspecing and testing your LLMs
Inspecing and testing your LLMs
Chatlas evals:
https://posit-dev.github.io/chatlas/misc/evals.html
Inspect AI:
https://inspect.aisi.org.uk/
pip
install inspect-ai
Demo code in
code/06-ai-inspect