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
README.md	2026-03-02	1.3 kB	0
v2.0.0 -- Deep Hardening Sprint source code.tar.gz	2026-03-02	1.5 MB	0
v2.0.0 -- Deep Hardening Sprint source code.zip	2026-03-02	1.6 MB	0
Totals: 3 Items		3.1 MB	0

What's New

Director-AI v2.0.0 is a hardening release focused on correctness, test reliability, and repo hygiene.

Fixed

Case-sensitivity bug in GroundTruthStore.retrieve_context() — mixed-case keys now match lowercase queries
LLM judge error handling: bare except (ImportError, Exception) replaced with structured try/except
SafetyKernel validates hard_limit in [0, 1] on construction
setup_otel() thread-safe via threading.Lock
case-studies.md — all 5 phantom symbols fixed (wrong constructors, nonexistent methods)
docs-site/changelog.md synced (was frozen at v1.2.0, missing 17 releases)

Added

Named constants for LLM judge blending formula (LLM_JUDGE_*)
.editorconfig, .pre-commit-config.yaml, py.typed PEP 561 marker
Non-root appuser in Dockerfiles
New tests: test_kernel_validation.py, test_ingest.py, expanded test_knowledge.py and test_cache.py
Histogram bucket_counts() optimized O(n·b) → O(n log n) via bisect

Changed

12 fragile inspect.getsource tests replaced with behavioral equivalents
Version bump: 1.9.0 → 2.0.0

Install

:::bash
pip install director-ai==2.0.0

Full Changelog: https://github.com/anulum/director-ai/compare/v1.9.0...v2.0.0

Source: README.md, updated 2026-03-02

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