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Show HN: Hallx – Hallucination risk scoring for LLM outputs
(github.com)
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2 points
by akadhanu
85 days ago
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I got tired of LLM outputs silently failing in pipelines, so I built a small scoring layer around it. It checks three things before your output moves forward: does it match the schema you expected is it consistent across runs
does it actually align with the context you provided Returns a confidence score and a risk level. That's mostly it. Works with OpenAI, Anthropic, Gemini, Ollama and a few others. Sync and async both supported.
It's heuristic, not a guarantee. If your context is bad, the scores will be too. Hit a star, if you found this useful. Try now: pip install hallx |
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