Article:Lei Liang et al.
KAG: Combining Knowledge Graphs and Vector Retrieval for Professional LLM Tasks
A research team led by Lei Liang introduces Knowledge Augmented Generation (KAG), a framework extending conventional RAG with knowledge graphs to address logic, temporal, and numerical reasoning deficits in specialised domains.