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v3.11.0

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@anulum anulum released this 27 Mar 02:09
· 2281 commits to main since this release
v3.11.0
6bdced2

Director-AI v3.11.0

Highlights

  • ProductionGuard — batteries-included API bundling calibrated scoring, human feedback loop, conformal confidence intervals, and agent tool-call verification
  • Atomic claim verification — VerifiedScorer.verify(atomic=True) decomposes compound sentences into atomic claims with multi-span evidence attribution
  • Hybrid retrieval factory — VectorGroundTruthStore.grounded() sets up BM25 + dense embeddings + RRF fusion in one line
  • New integrations — Semantic Kernel, DSPy/Instructor, Helm chart
  • Signed releases — Sigstore signatures + SLSA provenance attestations on every release
  • Observability pack — Grafana dashboard (9 panels) + Prometheus alert rules (6 alerts)

Fixed

  • Streaming false-halt benchmark — three bugs corrected. Measured result: 4.4% (was broken 0.0%)
  • Domain profile claims — medical/finance FPR=100% without KB grounding now documented honestly
  • Summarization auto-routing — bidirectional NLI now activates automatically for summarisation tasks

Install

pip install director-ai==3.11.0

Full changelog: CHANGELOG.md

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