bimap-rs
hora
bimap-rs | hora | |
---|---|---|
2 | 9 | |
124 | 2,558 | |
- | 0.5% | |
1.6 | 0.0 | |
7 months ago | 3 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.
bimap-rs
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BTreeMap but sorted by value?
Your requirements may be slightly different, but you could take a look at how e.g. bimap does it.
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Announcing MultiIndexMap: A generic multi-index map inspired by cpp-boost's multi-index containers
`multi_index_map` is designed to allow storage and retrieval of data through multiple indexes, along the lines of in-memory relational database. This is useful in a few situations, notably when you want to implement structures like a bi-directional map (ie. searchable either for key or value), or sets with multiple iteration orders. There exist great crates for bi-directional maps already eg. [bimap-rs](https://github.com/billyrieger/bimap-rs/), however MultiIndexMap goes further and removes the distinction between key and value, such that as many keys as necessary can be added and searched for. Multiple iteration orders can be specificed using multiple `ordered_unique` keys, and iterating by these keys. Non-unique keys are also supported, so more than one element can be retrieved from a single lookup. This crate was inspired by [Boost's C++ Multi-Index Containers](https://www.boost.org/doc/libs/1\_80\_0/libs/multi\_index/doc/index.html), but completely redesigned for a more idiomatic Rust API. We've got to v0.4.0 now, and the main features have been fleshed out enough for me to feel comfortable announcing this. There is still lots to do, and I'm welcoming PRs from anyone who wishes to contribute. The [Future Work](https://github.com/lun3x/multi\_index\_map#future-work) section explains the general direction I am planning on going in.
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
What are some alternatives?
rpds - Rust persistent data structures
vald - Vald. A Highly Scalable Distributed Vector Search Engine
heapless - Heapless, `static` friendly data structures
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
crossbeam - Tools for concurrent programming in Rust
Milvus - A cloud-native vector database, storage for next generation AI applications
Rust - All Algorithms implemented in Rust
instant-distance - Fast approximate nearest neighbor searching in Rust, based on HNSW index
multi_index_map - Simple and flexible multi-index containers.
NumToA - An efficient method of heaplessly converting numbers into their string representations, storing the representation within a reusable byte array.
ritelinked - RiteLinked - LinkedHashMap & LinkedHashSet in Rust
horapy - 🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library