turbo-graph 0.1.0
TurboQuant vector search with graph and metadata memory for constrained RAG.
Highlights
- Fast 2-4 bit TurboQuant vector search with Rust and Python APIs.
- Graph, tag, source, time, and candidate views compiled into reusable packed masks.
- Warm constrained retrieval benchmark rows for mask build, cold/warm view compile, cached search, candidate intersection, and post-filter overfetch.
- Python
GraphMemoryIndexplus LangChain, LlamaIndex, Haystack, and Agno integration modules. - Verified release artifacts for Linux x86_64, Linux aarch64, macOS arm64, Windows x64, and source distribution.
Verified Gates
- Rust format, clippy, release tests, package verification, downstream smoke test.
- Python wheel build and smoke tests on Linux x86_64, Linux aarch64, macOS arm64, and Windows x64.
- Local quick release check passed.
Registry publishing is prepared; crates.io/PyPI require registry-side trusted publishing or API-token configuration.