hora
varint-simd
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| hora | varint-simd | |
|---|---|---|
| 9 | 4 | |
| 2,554 | 96 | |
| 0.8% | - | |
| 0.0 | 5.1 | |
| 3 months ago | about 2 months ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
hora
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Building a Vector Database with Rust to Make Use of Vector Embeddings
We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
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Faiss: A library for efficient similarity search
Maybe https://github.com/hora-search/hora but I've never used it
- An efficient library for nearest neighbor search in native rust
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Hora, an blazingly fast AI Similarity search algorithm library (IOS Version)
$ rustup target add aarch64-apple-ios aarch64-apple-ios $ cargo install cargo-lipo $ git clone https://github.com/hora-search/hora-ios $ cd hora-ios/hora $ cargo lipo --release
- Hora: Efficient approximate nearest neighbor search algorithms in Rust
- [Project] Announcing Hora 0.1.1, an blazingly fast AI Similarity search algorithm library
- [Project] Announcing Hora 0.1.0, an blazingly fast approximate nearest neighbor search algorithm library
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Announcing Hora 0.1.0, an approximate nearest neighbor search algorithm library in rust
github: https://github.com/hora-search/hora
varint-simd
- Intel's “Cripple AMD” Function
- Show HN: Using SIMD to decode and encode gigabytes of varints per second in Rust
- Show HN: SIMD-accelerated varint encoder and decoder in Rust
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I published my first crate: varint-simd - SIMD-accelerated varint encoder and decoder in Rust
I just added rustc's LEB128 implementation to the benchmarks section. It's fast... but not quite fast enough... ;-)
What are some alternatives?
vald - Vald. A Highly Scalable Distributed Vector Search Engine
prost - PROST! a Protocol Buffers implementation for the Rust Language
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
multiversion - Easy function multiversioning for Rust
Milvus - A cloud-native vector database, storage for next generation AI applications
prost - PROST! a Protocol Buffers implementation for the Rust Language
instant-distance - Fast approximate nearest neighbor searching in Rust, based on HNSW index
rust - Rust for the xtensa architecture. Built in targets for the ESP32 and ESP8266
NumToA - An efficient method of heaplessly converting numbers into their string representations, storing the representation within a reusable byte array.
cgmath-rs - A linear algebra and mathematics library for computer graphics.
ritelinked - RiteLinked - LinkedHashMap & LinkedHashSet in Rust
rust - Empowering everyone to build reliable and efficient software.