Thursday, February 26, 2026

Anulum/Director-AI: Real-Time Hallucination Guardrails for LLMs — Token-Level Streaming Halt with NLI and RAG Fact-Checking, Compatible with Any LLM Backend

🚀 Transforming LLM Safety with Director-AI

In the evolving landscape of AI, ensuring coherent and factual outputs is paramount. Enter Director-AI: a revolutionary tool that provides real-time hallucination guardrails for language models.

Key Features:

  • Token-Level Streaming Halt: Monitors output coherence token-by-token, immediately halting generation if quality degrades.
  • Dual-Entropy Scoring: Combines NLI contradiction detection with RAG fact-checking against your own secure knowledge base.
  • Customizable Knowledge Base: Easily ingest and validate your data, from PDFs to custom texts, stored securely in ChromaDB.

Benefits:

  • Enhance performance with improved coherence.
  • Reduce misinformation risks in generated content.
  • Customize settings to meet your specific needs.

Now is the time to elevate your AI applications. Explore Director-AI today, and lead the way in responsible AI innovation! Share your thoughts below and let’s drive the conversation forward! 💬✨

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