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Integrates LLMs with Knowledge Graphs and Zero-Knowledge Proofs (ZKPs) to provide privacy-preserving and explainable drug recommendations using the MIMIC-III clinical dataset.
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The project combines several high-interest fields (LLMs, KGs, and ZKPs) within a specific high-stakes domain (clinical drug recommendations). However, with only 1 star and no forks after 250+ days, it represents a personal research project or academic prototype rather than a production-ready tool. Its defensibility is low due to lack of adoption, though the specific combination of ZKPs for clinical explanation verification is a niche frontier labs are unlikely to prioritize immediately.
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READINESS