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benchmark-evaluation-llms

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Early 2026, constant attacks targeted AI-powered enterprise systems, staying on top of security news is critical. This repo demonstrates a pipeline to aggregate and triage IT security news from multiple sources. It uses hybrid retrieval (BM25 + semantic embeddings) with LLM-based reasoning, evaluated against a benchmark dataset.

  • Updated May 10, 2026
  • Jupyter Notebook

Clinical trial application for mental health benchmark evaluation of AI responses in multi-turn conversations. Guides users to understand AI interaction patterns and resolve personal mental health issues through therapeutic AI assistance.

  • Updated Oct 23, 2025
  • Python

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