Deployment & Scaling · Advanced
Chunking Strategies & Retrieval Quality Tuning
Fix bad retrieval at the source: chunk boundaries, overlap, metadata enrichment, and measuring recall before touching the prompt.
- 50 min lesson
- advanced level
- Engineering Track
- Narrated presentation
What you’ll learn
- Fixed, recursive, and document-aware splitting
- Overlap and boundary loss
- Semantic and contextual chunking
- Parent-document / small-to-big retrieval
- Metadata and heading-path enrichment
- Recall@k and MRR as tuning targets
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.