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Roadmap

Plans, not promises. Each item ships only with tests, docs and, for performance work, a reproducible benchmark.

Crash-safe persist(), delete/upsert/compact, validated input, typed errors, thread safety, correctness fixes, Apache-2.0.

  • Metadata filtering in search
  • Hybrid (keyword + vector) search
  • LangChain and LlamaIndex integrations
  • Research: training-free quantization (TurboQuant-style) to replace PQ’s accuracy loss on clustered data
  • Reproducible public benchmark suite against other local vector stores
  • crates.io release and docs.rs API docs
  • Encryption at rest

Ideas and votes welcome in GitHub Discussions.