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RyanCodrai/turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

#Vector database
Visit GitHub
Rust
17.4k
1.6k
7 contributors
MIT License
website
AchievementsView all →
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Momentum

How fast RyanCodrai/turbovec is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 28 – Oct 27, 2026

Stars +974 in 61 days

050100150
128

Forks +102 in 61 days

0510
9

Merged PRs 14 in 61 days

0510
7

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 in Rust

11142321
Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15Oct 23
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsRust
Fri, Aug 28, 2026+26+30Not trending
Sat, Aug 29, 2026+27+40Not trending
Sun, Aug 30, 2026+33+10Not trending
Mon, Aug 31, 2026+36+40Not trending
Tue, Sep 1, 2026+39+60Not trending
Wed, Sep 2, 2026+20+10Not trending
Thu, Sep 3, 2026+16+10Not trending
Fri, Sep 4, 2026+8+10Not trending
Sat, Sep 5, 2026+1+10Not trending
Sun, Sep 6, 2026+5+10Not trending
Mon, Sep 7, 2026+9+00Not trending
Tue, Sep 8, 2026+7+00Not trending
Wed, Sep 9, 2026+26+10Not trending
Thu, Sep 10, 2026+128+90#11
Fri, Sep 11, 2026+85+40#14
Sat, Sep 12, 2026+69+40#23
Sun, Sep 13, 2026+80+80#21
Mon, Sep 14, 2026+59+60Not trending
Tue, Sep 15, 2026+44+00Not trending
Wed, Sep 16, 2026+17+10Not trending
Thu, Sep 17, 2026+0+30Not trending
Fri, Sep 18, 2026+8+00Not trending
Sat, Sep 19, 2026+10+30Not trending
Sun, Sep 20, 2026+3+20Not trending
Mon, Sep 21, 2026+7+10Not trending
Tue, Sep 22, 2026+7+10Not trending
Wed, Sep 23, 2026+2+10Not trending
Thu, Sep 24, 2026+9+00Not trending
Fri, Sep 25, 2026+4+00Not trending
Sat, Sep 26, 2026+2+10Not trending
Sun, Sep 27, 2026+9+10Not trending
Mon, Sep 28, 2026+3+00Not trending
Tue, Sep 29, 2026+9+20Not trending
Wed, Sep 30, 2026+2+20Not trending
Thu, Oct 1, 2026+2+00Not trending
Fri, Oct 2, 2026+1+04Not trending
Sat, Oct 3, 2026+7+20Not trending
Sun, Oct 4, 2026+5+17Not trending
Mon, Oct 5, 2026+35+20Not trending
Tue, Oct 6, 2026+23+43Not trending
Wed, Oct 7, 2026+15+10Not trending
Thu, Oct 8, 2026+6+00Not trending
Fri, Oct 9, 2026+5+30Not trending
Sat, Oct 10, 2026+7+20Not trending
Sun, Oct 11, 2026+4+10Not trending
Mon, Oct 12, 2026+1+50Not trending
Tue, Oct 13, 2026+4+00Not trending
Wed, Oct 14, 2026+4+00Not trending
Thu, Oct 15, 2026+2+10Not trending
Fri, Oct 16, 2026+8+00Not trending
Sat, Oct 17, 2026+1+10Not trending
Sun, Oct 18, 2026+7+00Not trending
Mon, Oct 19, 2026+3+10Not trending
Tue, Oct 20, 2026+2+20Not trending
Wed, Oct 21, 2026+0+00Not trending
Thu, Oct 22, 2026+4+00Not trending
Fri, Oct 23, 2026+3+00Not trending
Sat, Oct 24, 2026+4+20Not trending
Sun, Oct 25, 2026+6+00Not trending
Mon, Oct 26, 2026+5+00Not trending
Tue, Oct 27, 2026+0+10Not trending
Total+974+10214
  • 1#1 on the list
  • 7Rank that day
  • Not trending
2

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Jun 7 – Aug 20, 2026Best #2

    #1#5#10#15#20#25
    Top 10
    Jul 2026AugSepOct
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about RyanCodrai/turbovec, and every badge it has earned
    1. Oct 71 post

      • 😛😛i was thinking about this yesterday, for an internal project I have made this. you can check turboquant they also have this in their harness where they hillclimb after every new model release

        Read full on X, posted by @beingamanFF

        @beingamanFF · x.com

    2. 20 days earlier
    3. Sep 171 post

      • What if your RAG search ran 40x faster? That is TurboVec, and it is now in the QVAC SDK.

        Read full on Reddit

        r/u_QVAC_Official

    4. Sep 131 post

      • VECTOR SEARCH HAS A MEMORY PROBLEM 10M float32 embeddings can eat up to 31GB of RAM. ICYMI, Google built a new open-source vector index around its TurboQuant research that cuts that down to 4GB. It's…

        Read full on X, posted by @DataChaz

        @DataChaz · x.com

    5. 20 days earlier
    6. Aug 241 post

      • 3/ Rust Glancer. An alternative Rust LSP targeting under 100MB of RAM, with no re-indexing when you restart your editor. Four months old, not trying to be rust-analyzer 2.0, already does goto, hover…

        Read full on X, posted by @prodimpossible

        @prodimpossible · x.com

    7. Aug 231 post

      • • Online ingest with no train step or parameter tuning • Hand-written NEON and AVX-512BW SIMD kernels for fast search • Filtered search inside the SIMD kernel with allowlist support

        Read full on X, posted by @the_osps

        @the_osps · x.com

    8. Aug 201 post

      • 🦀 turbovec：用 Rust 写的向量索引库，底层跑 TurboQuant 量化压缩，还带 Python 绑定——又快又省内存，搜相似向量就像开了涡轮增压！

        Read full on X, posted by @bookingX0

        @bookingX0 · x.com

    9. Aug 191 post

      • Turbovec – Google's TurboQuant for vector search in Rust

        Read full on Reddit

        r/hackernews

    10. Aug 183 posts

      • How does IKEA come up with names for its products? (

        Read full on X, posted by @betterhn50

        @betterhn50 · x.com

      • turbovec is a Rust/Python vector index using TurboQuant: online, training-free, highly compressed, SIMD-fast search that beats FAISS while using far less RAM.

        Read full on X, posted by @rustaceans_rs

        @rustaceans_rs · x.com

      • Turbovec – Google's TurboQuant for vector search in Rust

        Read full on Reddit

        r/hypeurls

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