How to design prompts for long context and retrieval-augmented generation

Study Contextbay, packing retrieved evidence so models answer from sources, not guesses with context windows, citations, RAG packs, grounding.

  • Difficulty Intermediate
  • Parts 10
  • Stack context windows, citations, RAG packs, grounding

What you are learning

Contextbay is packing retrieved evidence so models answer from sources, not guesses. The teaching focus is Context and RAG (context windows, citations, RAG packs, grounding).

Work in order. Early parts set vocabulary and environment; later parts assume the earlier checkpoints.

How to use these lessons

Read the goal, open the matching GitHub folder, complete the lab or exercises, then return for the explanation. If a command fails, check you are in the numbered folder first.

Open the Contextbay GitHub repo โ†’

Parts in order

Each chapter below is one checkpoint in this track.