director-ai Files

Real-time LLM hallucination guardrail — NLI + RAG fact-checking

Brought to you by: anulum

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Name	Modified	Size	InfoDownloads / Week
Parent folder
director_ai-3.9.5-py3-none-any.whl	2026-03-23	396.7 kB	0
director_ai-3.9.5.tar.gz	2026-03-23	581.0 kB	0
sbom.json	2026-03-23	72.8 kB	0
README.md	2026-03-23	998 Bytes	0
v3.9.5 source code.tar.gz	2026-03-23	10.9 MB	0
v3.9.5 source code.zip	2026-03-23	11.4 MB	0
Totals: 6 Items		23.3 MB	0

What's Changed

Features

Coalesced review_batch(): batches logical and factual NLI pairs through NLIScorer.score_batch() — 2 GPU forward passes total instead of 2*N. Dialogue items fall back to sequential review().
Per-task-type judge escalation: _should_escalate() now receives the detected task type at all 4 call sites. Per-task thresholds: dialogue=0.35, summarization=0.25, qa=0.30, fact_check=0.20.
17 new tests (no-KB calibration, cross-turn blending, judge threshold differentiation).

Fixes

Scorer: _finalise_review() log message uses effective threshold override instead of base threshold.
Scorer: meta-classifier NLI-to-coherence threshold conversion uses actual weights instead of hardcoded 0.4/0.6.
50+ documentation corrections across docs-site, notebooks, README, ROADMAP, CONTRIBUTING, CITATION.cff — verified by dual audit (Claude + Gemini).

Full Changelog: https://github.com/anulum/director-ai/compare/v3.9.4...v3.9.5

Source: README.md, updated 2026-03-23

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