๐งฌ Rare Disease Diagnostic Assistant
KG-RAG Pipeline โ Mitigating Hallucinations in Medical LLMs
BioMistral-7B (ZeroGPU A10G) + PubMedBERT + 130K docs + 335-node KG
| Architecture |
Paper |
Strategy |
| GraphRAG |
Edge et al., 2024 |
KG community summaries + retrieval |
| KAPING |
Baek et al., 2023 |
Structured KG triples + retrieval |
| RAG-driven CoT |
Wang et al., 2025 |
Retrieve โ 5-question CoT |
| CoT-driven RAG |
Wang et al., 2025 |
Decompose โ retrieve โ synthesize |
โ ๏ธ Research demo โ NOT for clinical use.