detect-hallucinations
OfficialDetect and mitigate LLM hallucinations in outputs.
AuthorContextJet-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps identify when an LLM generates incorrect or misleading information, allowing you to flag or block these responses before they reach users.
Core Features & Use Cases
- Hallucination Detection: Identifies potential factual inaccuracies in LLM outputs.
- Customizable Methods: Supports various methods for different contexts, including NLI/entailment and self-consistency.
- Integration: Can be integrated into production workflows for inline or sampled checks.
Quick Start
Use the detect-hallucinations skill to evaluate the output of an LLM response against provided context.
Dependency Matrix
Required Modules
sklearnnltktransformers
Components
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: detect-hallucinations Download link: https://github.com/ContextJet-ai/awesome-llm-observability/archive/main.zip#detect-hallucinations Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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