AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

3 papers

Preprint2024

Medical graph rag: Towards safe medical large language model via graph retrieval-augmented generation

Junde Wu, Jiayuan Zhu, Yunli Qi

MedGraphRAG introduces a graph-based RAG framework to improve safety and accuracy of medical LLMs by structuring medical knowledge as a graph.

0Jan 1, 2024Large Language ModelsRetrieval Augmented Generation

arXiv

Preprint2025

Medical graph rag: Evidence-based medical large language model via graph retrieval-augmented generation

Unknown

MedGraphRAG enhances LLMs for evidence-based medical responses using a graph-based retrieval-augmented generation framework.

0Jan 1, 2025Large Language ModelsRetrieval Augmented Generation

Preprint2024

Retrieval-augmented generation with graphs (graphrag)

Haoyu Han, Yu Wang, Harry Shomer, et al.

This paper introduces GraphRAG, a retrieval-augmented generation method that leverages knowledge graphs to improve downstream task performance.

0Jan 1, 2024Retrieval Augmented Generation

arXiv