Module 2

First Principles of Vector Search

Start with the Module Overview, then work through the path.

Today’s Path

1. From Idea to System
2. Core Data Model
3. Distance Metrics
4. Top-K Retrieval
5. Fast Approximate Search: HNSW
6. Payload Filtering
7. Chunking Strategies
8. Ingestion Pipeline: End-to-End
9. Further Reading