101 Gen AI Cheat Sheets

Anushka Bajpai
4 min readSep 2, 2024

--

Perhaps the best test of a man’s intelligence is his capacity for making a summary” Lytton Strachey

Data Science is an ever-growing field, there are numerous tools & techniques to remember. And now with GEN AI revolutionizing this even further, it can often get overwhelming. Hence this blog contains a compilation of detailed and comprehensive cheat sheets covering different aspects and topics, all related to GEN AI. The immense love and appreciation to my earlier Data Science cheat sheet blog motivated me to put this together once again for all the aspiring AI enthusiasts and practitioners :)

Let’s get started . . .

Foundation Models with their respective Cloud providers and APIs

Large Language Models

CHATGPT and Prompt Engineering

Source (image credit: Maximilian Vogel)

LLM terms

Source

PROMPT ENGINEERING

RAG — Retrieval Augmented Generation

Source

AI Tools to Explore

Agents

Final Thoughts

So that was my effort in segregating and collecting the best cheat sheets on various Generative AI facets. I hope it helps and will keep updating this blog with newer and better cheat sheets.

Please feel free to add in your views and suggestions for the same and I promise to keep an eye on each of them and add them to the list above!

Will be soon back with another useful blog on Data Science!

Till then..

Happy Learning!!

Cheers :)

--

--