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Add VeroQ Shield — LLM output verification and hallucination detection#130

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JohnnyTarrr wants to merge 1 commit intocorca-ai:mainfrom
JohnnyTarrr:add-veroq-shield
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Add VeroQ Shield — LLM output verification and hallucination detection#130
JohnnyTarrr wants to merge 1 commit intocorca-ai:mainfrom
JohnnyTarrr:add-veroq-shield

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@JohnnyTarrr
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@JohnnyTarrr JohnnyTarrr commented Apr 4, 2026

Adds VeroQ Shield to the Tools section.

VeroQ Shield extracts claims from LLM output, fact-checks each against evidence sources, and returns per-claim trust scores. Useful as a defense layer against hallucinations and fabricated citations.

  • Open-source self-hosted Docker image for air-gapped deployments
  • Python and TypeScript SDKs
  • Verification receipts for audit trails

Summary by CodeRabbit

문서

  • Tools 섹션에 새로운 도구 VeroQ Shield가 추가되었습니다. LLM 출력 검증, 할루시네이션 감지, 청구 추출, 증거 기반 팩트 체킹, 신뢰도 점수 등의 기능이 포함되어 있습니다. GitHub 링크와 스타 배지도 함께 추가되었습니다.

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coderabbitai bot commented Apr 4, 2026

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: e6b75b3c-3502-4dd3-805e-7011231c6a3c

📥 Commits

Reviewing files that changed from the base of the PR and between c8ae124 and 3d9d217.

📒 Files selected for processing (1)
  • README.md
📜 Recent review details
🔇 Additional comments (1)
README.md (1)

108-108: 좋은 도구 추가입니다.

Tools 섹션의 기존 포맷(링크 + 한줄 설명 + stars 배지)과 일관되고, 핵심 가치(검증/환각 탐지/에어갭 배포 가능성)도 명확하게 전달됩니다.


요약

README.md 파일에 VeroQ Shield 도구에 대한 새로운 항목이 추가되었습니다. GitHub 링크, 도구 설명(LLM 출력 검증, 환각 탐지, 주장 추출, 증거 기반 팩트 체킹, 신뢰도 점수), 그리고 GitHub 스타 배지가 포함되었습니다.

변경사항

응집 / 파일 요약
도구 섹션 추가
README.md
도구 섹션에 VeroQ Shield 항목 추가: GitHub 링크, 설명, 별 배지 포함

예상 코드 리뷰 노력

🎯 1 (Trivial) | ⏱️ ~3분

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed PR 제목이 주요 변경 사항을 명확하게 요약하고 있으며, README에 VeroQ Shield 도구 추가라는 핵심 내용을 정확히 반영하고 있습니다.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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Warning

⚠️ This pull request might be slop. It has been flagged by CodeRabbit slop detection and should be reviewed carefully.

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