- Embedded databases (3): LanceDB and the modular data stack
A case study of LanceDB, an embedded vector DB for full-text, SQL and semantic search
24 min read - Embedded databases (1): The harmony of DuckDB, Kùzu and LanceDB
A look at how embedded databases enable easy navigation between relational, graph and vector paradigms
18 min read - Vector databases (4): Analyzing the trade-offs
A deeper dive into some of the trade-offs involved when choosing a vector DB
18 min read - Vector databases (3): Not all indexes are created equal
Understanding Flat, Annoy, IVF, HNSW and Vamana indexes in vector databases
19 min read - Vector databases (2): Understanding their internals
A primer on embeddings, semantic similarity and search
16 min read