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Halgorithem

AI Coding Tools

Deterministic hallucination detection engine that verifies AI-generated claims against trusted source material without calling an LLM

Python Latest Alpha · 1mo ago Security brief →

Features

  • Splits AI output into atomic factual claims for granular verification
  • Retrieves and scores evidence chunks from supplied source documents
  • Provides claim‑level verdicts: SUPPORTED, WEAK_SUPPORT, CONTRADICTION, HALLUCINATION, UNVERIFIABLE_DENIAL
  • Includes specialized checks for numbers, dates, negations, and temporal claims
  • Modular design allowing individual components (extraction, retrieval, contradiction detection) to be enhanced independently

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About

Stars
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Forks
0
Language
Python

Install & Platforms

Install via
pip

Beta — feedback welcome: [email protected]