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ruvector/crates/ruvector-streaming-qng
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README.md

ruvector-streaming-qng

Experimental product quantization for streaming vector collections under distribution drift. It provides full-precision, static-PQ, and reservoir-based adaptive PQ variants behind a common interface.

cargo test -p ruvector-streaming-qng
cargo run --release -p ruvector-streaming-qng --bin benchmark

The adaptive implementation periodically retrains its codebook and re-encodes stored vectors. This improves drift resilience at the cost of insertion time and retaining full-precision vectors.