Advanced RAG pipelines for medical (HealthBench, MedCaseReasoning, MetaMedQA, PubMedQA) and financial (FinanceBench, Earnings Calls) QA. LangGraph orchestration + BAML structructed generation, Milvus Hybrid search (dense + BM25 + RRF), three-layer Metadata Enrichment, Contextual AI instruction-following reranker, and DeepEval evaluation.

his repository contains code and resources related to an in-depth analysis of OpenAI's HealthBench, a benchmark designed for evaluating Large Language Models in the healthcare sector.

Open-source medical LLM safety evaluation pipeline with reproducible benchmarks and high-risk clinical failure analysis.

Auditing the clinical-evidence claims in OpenAI's HealthBench — its own gold answers & rubrics — for hallucinated, overgeneralized, overlooked & misweighted evidence. By NoBSmed.