ScriptAI Tools & APIsv1.0

Hallucination Detector

by AaaS · open-source · Last verified 2026-03-01

Detects hallucinated content in LLM outputs by cross-referencing claims against source documents and knowledge bases. Uses claim decomposition, source attribution scoring, and consistency checking to flag unsupported or fabricated statements.

https://aaas.blog/script/hallucination-detector ↗

C+

C+—Average

Adoption: C+Quality: AFreshness: ACitations: C+Engagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: claim-decomposition, source-attribution, consistency-checking, confidence-scoring, flagging
Integrations: openai, anthropic, langchain, sentence-transformers
Use Cases: factuality-checking, rag-quality-assurance, content-verification, output-validation
API Available: No
Language: python
Dependencies: openai, anthropic, langchain, sentence-transformers, pandas
Environment: Python 3.11+
Est. Runtime: 3-15 minutes depending on output length
Tags: script, automation, hallucination, factuality, detection
Added: 2026-03-17
Completeness: 100%

Index Score

Adoption

Quality

Freshness

Citations

Engagement

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