/plushcap/analysis/weaviate/weaviate-weaviate-1-17-release

Weaviate 1.17 release

What's this blog post about?

Weaviate 1.17 introduces replication for improved database resilience and performance, hybrid search combining dense and sparse vectors, BM25 for keyword-based search ranking, faster startup times and more efficient imports, as well as various other improvements and bug fixes. Replication enables multi-node configuration, improving availability, throughput, and enabling zero downtime upgrades. Hybrid search combines the strengths of sparse and dense vectors to deliver better search results. The BM25 operator performs case-insensitive keyword search with a ranking function based on term frequency and inverse document frequency. Faster startup times are achieved by persisting computations on disk, adjusting memtable size dynamically, and improving batch import latency.

Company
Weaviate

Date published
Dec. 20, 2022

Author(s)
Erika Cardenas, Zain Hasan, Laura Ham, Dan Dascalescu

Word count
1962

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.