7 releases
0.0.0-alpha-rc.7 | Jul 8, 2024 |
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0.0.0-alpha-rc.6 | Jul 7, 2024 |
0.0.0-alpha-rc.5 | Jul 6, 2024 |
#6 in #qdrant
231 downloads per month
24KB
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🔍 Not looking for Rust?
- Python 🐍: BM42 with FastEmbed
- JavaScript 🌐: BM42-js
📥 Installation
Run the following command in your project directory:
cargo add bm42
Or add the following line to your Cargo.toml:
[dependencies]
bm42 = "0"
📖 Usage
Generating Sparse Embeddings
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
Dependencies
~22–35MB
~602K SLoC