The first search engine with fully vectorized query execution

kept by eddie oct 27

Turbopuffer v3 will be the first search engine to adopt fully vectorized query execution, enabling strong performance on complex queries.

Hyper — an API framework for Bun, distributed as source
Hyper is an HTTP framework for Bun distributed as source via CLI, generating OpenAPI, typed RPC clients, and MCP servers from single route definitions.
also on Hyper, #developer-tools
You gotta push if you wanna pull
Push queries incrementally process data changes to keep derived views fresh, while pull queries let humans inspect the materialized results on demand.
also on #database-architecture
A walk in hyperbolic space
An interactive tour demonstrates that hyperbolic geometry accommodates hierarchical data better than flat or spherical spaces, and shows a Qdrant workflow for hyperbolic similarity search.
also on HNSW, #search-engine, #developer-tools
Can agents replace the search stack?
Using a basic BM25 or e5 retriever with an LLM agent can achieve 0.289→0.453 NDCG on Amazon ESCI by reasoning over queries, but this approach fails on passage retrieval where the embedding model already knows best.
also on BM25, #search-engine, #developer-tools
People that worked on the same idea for decades — Nitya's Notes
The article showcases long-term dedication, illustrating how Robertson's IR research over decades produced BM25 and Hokusai's forty-year journey to his iconic Great Wave.
also on BM25, #developer-tools