BM42-rs 🦀

Rust implementation of Qdrant BM42

## 🔍 Not looking for Rust? - Python 🐍: [BM42 with FastEmbed](https://github.com/qdrant/fastembed) - JavaScript 🌐: [BM42-js](https://github.com/Anush008/bm42-js) 📥 Installation Run the following command in your project directory: ```bash cargo add bm42 ``` Or add the following line to your Cargo.toml: ```toml [dependencies] bm42 = "0" ``` ## 📖 Usage ### Generating Sparse Embeddings ```rust use bm42::{BM42Options, BM42}; // With default InitOptions let bm42 = BM42::try_new(Default::default()).unwrap(); // With custom BM42Options let bm42_options = BM42Options { alpha: 0.5, show_download_progress: true, ..Default::default() }; let texts = vec![ "It's a truth universally acknowledged that a zombie in possession of brains must be in want of more brains.", "We're not in Infinity; we're in the suburbs.", "I was a thousand times more evil than thou!", "History is merely a list of surprises... It can only prepare us to be surprised yet again.", ]; // Generate embeddings for indexing let doc_embeddings = bm42.embed(texts).unwrap(); // Generate embeddings for querying let query_embeddings = bm42.query_embed(texts).unwrap(); ``` ## 📄 LICENSE Apache 2.0 © [2024](https://github.com/Anush008/bm42-rs/blob/master/LICENSE)