jvector

JVector: the most advanced embedded vector search engine (by jbellis)
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jvector reviews and mentions

Posts with mentions or reviews of jvector. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-24.
  • Why Vector Compression Matters
    3 projects | dev.to | 24 Apr 2024
    JVector builds on the ideas in DiskANN to provide state-of-the-art vector search for Java applications. I’ve used the JVector Bench driver to visualize how recall (search accuracy) degrades when searching for the top 100 neighbors in data sets created by different embedding models against a small sample of chunked Wikipedia articles. (The data sets are built using the open source Neighborhood Watch tool.) Perfect accuracy would be a recall of 1.0.
  • 90x Faster Than Pgvector – Lantern's HNSW Index Creation Time
    7 projects | news.ycombinator.com | 2 Jan 2024
    Nice to see people care about index construction time.

    JVector scales linearly to at least 32 cores and may be the only graph-based vector index designed around nonblocking data structures (as opposed to fine-grained locks): https://github.com/jbellis/jvector/

    JVector indexes the Sift1M dataset in under 19s on a 32 core aws box (m6i.16xl), compared to 50s for Lantern in the article.

  • JVector: The most advanced embedded vector search engine
    1 project | news.ycombinator.com | 4 Oct 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 4 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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Basic jvector repo stats
3
1,263
9.7
4 days ago

jbellis/jvector is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of jvector is Java.

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