This course covers chunking, retrieval, prompt assembly, and evaluation for a simple production-ready RAG flow.
Includes practical lessons, exercises, and a clear next step after you enroll.
About this course
Curriculum
Lessons are listed in order. Each one has a goal, a walkthrough, practice, and a short check before you continue.
- 01The pipeline on one pageIngest, chunk, embed, store, retrieve, generate, cite.
- 02Ingest and freshnessWhat you load, how you update, and deletes.
- 03Chunk, embed, indexThe boring middle that decides quality.
- 04Retrieve: k, filters, and hybridKeyword plus vectors when names matter.
- 05Generate with a strict context windowPack chunks, instruct, cite, refuse.
- 06Evaluate the pipeline, not the vibeRetrieval hit rate and answer faithfulness.
- 07Workshop: a complete pass on a real taskCombine the earlier lessons into one working example you can keep.
- 08Quality bar, common mistakes, and a 30-day planLock in a checklist so the skill survives after the course ends.