3 docs tagged with "indexing"

Filtered Vector Search: Pre-filtering, Post-filtering, and Single-Stage Execution

Deep-dive into filtering strategies in vector databases: solving recall collapse and achieving sub-millisecond multi-attribute retrieval.

System internals of vector databases: indexing high-dimensional embeddings, coordinating metadata payloads, and managing CRUD lifecycles.

Comprehensive mathematical and algorithmic deep dive into Hierarchical Navigable Small World (HNSW) graphs for sub-millisecond vector retrieval.