VAF (Vector indexing, ANN and Real-time filtering)

A hybrid Python + Rust project implementing vector storage, approximate nearest neighbor search (ANN), and filtering. Python handles API/SDK requests and orchestration, Rust handles high-performance indexing, ANN search, and filtering.

Features

• Upload records and build a vector index

• Perform fast top-k search using Approximate Nearest Neighbor (ANN) in Rust

• Apply filters on search results

• Python SDK/API for easy integration

Installation

1. Clone project

$ git clone https://github.com/Olanrewajuemmanuel/vaf.git

2. Build module

$ maturin develop
$ cargo test

3. Optionally, generate stub files

$ pyo3-stubgen vaf .

[TODO]

• Add ANN