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v0.3.0

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@codeforstartups codeforstartups released this 10 Sep 08:27
· 58 commits to development since this release

dynavec 0.3.0

Added

  • Async embeddingsaembed_documents / aembed_query on every backend (#172)
  • New embedders — Mistral (#152), Voyage AI (#149), Bedrock Titan multimodal image embeddings (#173)
  • SPFresh hot-tier incremental rebalancing (#170)
  • PDF ingestion source (#169)
  • FastMCP server for semantic + graph search (#165)
  • Observability — native telemetry recorder + stdlib dashboard, plus a Next.js/TypeScript/Tailwind/Recharts dashboard under dashboard/
  • max_pool_connections tuning across all boto3 clients (#175)
  • list_vectors maintenance iterator (#166), optional score normalization (#147), cache hits/misses + stats() (#121), AWS doctor command (#144), chunk dedup (#120), py.typed marker (#154)

Changed

  • Semantic cache bounded by bytes rather than entry count (#146)

Fixed

  • Escape structured-storage key components (#140), drain QueryVectors pages + page_size (#151), pin crewai off yanked 1.14.0 (#161), Python 3.9 optional deps (#1)

Full changelog: https://github.com/codeforstartups/dynavec/blob/development/CHANGELOG.md