LAYER 4 · APPLIED AI · STAGE 4
RAG for FDEs
Quick answer
Retrieval-augmented generation: answer from the customer's own documents. Most enterprise questions are about private documents the model has never seen.
Practise it
- 1. Chunk and index a folder of PDFs
- 2. Return answers with citations
- 3. Measure retrieval quality on a small question set
Where it sits
Stage 4 of the roadmap: Applied AI. You can build an LLM feature on private data and prove it works.
Field problems
Answer HR policy questions with RAG over 400 PDFs [ MEDIUM ]Portfolio projects
FAQ bot over one PDF with citationsRAG across Drive, Slack and a wikiField packs
P2: RAG over enterprise documentsA gap skill for: data engineers