SMRTR AIMay 5, 2026Daily.dev

RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time

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RAG systems can retrieve correct documents yet still generate wrong answers—a subtle, dangerous failure mode. This Python system detects five failure patterns in real time, auto-corrects bad responses before delivery, runs under 50ms, and requires no external APIs.

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