Towards Autonomous Graph Data Analytics with Analytics-Augmented Generation

Qiange Wang, Chaoyi Chen, Jingqi Gao +3

This paper argues that reliable end-to-end graph data analytics cannot be achieved by retrieval- or code-generation-centric LLM agents alone. Although large language models (LLMs)…