AI Playground

Playing around with AI for doing stuff.

Prompt engineering

Super-short instructions from OpenAI

https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-openai-api

Papertrail 2024-10-23

• https://console.groq.com/playground - trying out groq

Awesome collection

The awesome collection of LLM based apps – https://github.com/Shubhamsaboo/awesome-llm-apps

RAGs (Retrieval-Augmented Generation)

What is RAG?

RAG (Retrieval-Augmented Generation) is an advanced framework combining retrieval techniques with generative AI to deliver precise and context-aware responses. Learn more:

• Introduction to RAG: https://www.youtube.com/watch?v=qppV3n3YlF8
• Agentic RAG: https://youtu.be/0z9_MhcYvcY

RAG-as-a-Services:

• https://ragaas.dev/
• https://www.ragie.ai/

For more see RAG

Glossary

SFT

Supervised fine tuning

See https://cameronrwolfe.substack.com/p/understanding-and-using-supervised