What you explore
Give an AI model access to your own documents so it answers from your data instead of guessing.
- Embeddings
- Vector databases
- Retrieval vs generation
- Chunking basics
WEEK 05 OF 13 · HIGH-LEVEL OVERVIEW← FULL CURRICULUM
WEEK 05RAG FUNDAMENTALS
Give an AI model access to your own documents so it answers from your data instead of guessing.
05 / THE BIG IDEAWHAT · WHY · OUTCOME
The concept, explained simply.
Why it matters
Retrieval-augmented generation is the most requested AI feature in companies today. It is how chatbots answer about internal policies, contracts and product docs.
What you walk away with
A document assistant that answers questions from files you upload.
Tools: LangChain; FAISS