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Top 11 Rust Vector Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. 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.
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pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
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staticvec
Implements a fixed-capacity stack-allocated Vec alternative backed by an array, using const generics.
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Project mention: What is a low/reasonable cost solution for service log storage and querying? | news.ycombinator.com | 2024-05-05I am thinking about using https://vector.dev/ but would also love opinions on the best deal for lower or reasonable cost storage/querying of logs. Thanks!
Ok, so this uses https://rapier.rs/ which is very cool
Rapier, alongside https://nalgebra.org/ (which it uses underneath) has seriously good documentation and some advanced features like cross-platform determinism (something made hard by the way floating point differs between platforms)
To evaluate the performance metrics in comparison to the original vector approach, we conducted benchmarking using the dbpedia-entities-openai3-text-embedding-3-large-3072-1M dataset. The benchmark was performed on a Google Cloud virtual machine (VM) with specifications of n2-standard-8, which includes 8 virtual CPUs and 32GB of memory. We used pgvecto.rs v0.2.1 as the vector database.
Project mention: Posting asking if the Rust Reddit community is overly regulated gets regulated. | /r/programmingcirclejerk | 2023-05-27This crate of mine for example is currently literally unusable until the deeply fundamental features that John Random kinda-sorta removed in this pull request, ostensibly in preparation for whatever shittily stated syntax is ultimately establihed by whatever the hell "keyword generics" actually is (I really don't know, like this isn't a joke, I fundamentally do not understand what the fuck they're proposing at all in any way or how it's meaningfully and usefullly different from the previous syntax).
Project mention: Show HN: In memory Rust database to query your data like a Venn diagram | news.ycombinator.com | 2024-04-15
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Rust Vector related posts
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My binary vector search is better than your FP32 vectors
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Geometric Algebra to Geometric Computing Software Developers
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First Postgres Vector Extension with Filtering Support
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20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust
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Show HN: 20x faster pgvector alternative written in Rust
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20x Faster as the Beginning: Introducing pgvector alternative written in Rust
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Pgvecto.rs: Vector database plugin for Postgres in Rust
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Index
What are some of the best open-source Vector projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | vector | 16,610 |
| 2 | nalgebra | 3,756 |
| 3 | pgvecto.rs | 1,406 |
| 4 | cgmath-rs | 1,101 |
| 5 | staticvec | 267 |
| 6 | array_tool | 75 |
| 7 | venndb | 67 |
| 8 | maths-rs | 52 |
| 9 | any_vec | 11 |
| 10 | veccentric | 7 |
| 11 | spaceform | 6 |
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