Search indices backed by Rust
Project description
Python package implementing search indices backed by Rust
Installation
Make sure you have Faiss installed.
Install from PyPI (only built for Python 3.12+ on Linux)
pip install search-index
Manual installation
Make sure you have Faiss and Rust installed, then do the following:
git clone https://github.com/bastiscode/search-index.git
cd search-index
pip install maturin[patchelf]
maturin develop --release
Usage
See build.py and query.py for examples on how to build and query an index.
Search indices
Prefix keyword index with one of the following score functions:
- keyword occurrence
Similarity index with one of the following index types:
- flat index (brute-force search)
- inverted index (bucket search)
- inverted index + HNSW
Both search indices also support searching only in a subset of the indexed records.
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