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-1.7.0-py3-none-any.whl	2026-03-01	97.9 kB	0
director_ai-1.7.0.tar.gz	2026-03-01	156.9 kB	0
README.md	2026-03-01	971 Bytes	0
v1.7.0 -- Domain Presets, Halt Evidence, Pluggable Scorer source code.tar.gz	2026-03-01	1.4 MB	0
v1.7.0 -- Domain Presets, Halt Evidence, Pluggable Scorer source code.zip	2026-03-01	1.6 MB	0
Totals: 5 Items		3.3 MB	0

What's New

Domain presets: DirectorConfig.from_profile("medical"|"finance"|"legal"|"creative"|"customer_support") with tuned thresholds, NLI/reranker flags, and logic/fact weights
Structured halt evidence: stream_tokens(scorer=...) populates HaltEvidence with top-K contradicting chunks, NLI scores, and suggested action
Pluggable scorer backend: CoherenceScorer(scorer_backend="deberta"|"onnx"|"minicheck", onnx_path=...)
Batched MiniCheck: native list API for batch NLI scoring
False-halt rate: 0.0% on 20 good passages (heuristic mode), asserted in CI
Competitor one-pager: summary comparison table (Director-AI vs NeMo vs Lynx vs GuardrailsAI vs SelfCheckGPT)
Repo hygiene: dependabot, ROADMAP, updated SECURITY versions, copyright headers, all GH Actions bumped to latest

Install

:::bash
pip install director-ai==1.7.0

Full Changelog

https://github.com/anulum/director-ai/blob/main/CHANGELOG.md

Source: README.md, updated 2026-03-01

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