Vector Databases and Retrieval

Nearest-neighbor retrieval as a primitive, and where it does and doesn’t substitute for structured retrieval: the ANN indexing landscape (HNSW vs. IVF), the vector-database-versus-graph-database comparison, and the hybrid convergence (Snowflake Cortex Search, Neo4j vector indexes, Graphiti’s blended retrieval) that most production systems have settled into.