Yizhang Zhu

DataSpace reveals that even the best multimodal models struggle with data agent accuracy, achieving only 66.34% in complex heterogeneous environments.

SQLConductor achieves a remarkable 73.2% execution accuracy by dynamically adapting SQL orchestration based on real-time feedback and intermediate results.

Forget vector embeddings: DocSage uses SQL-powered indexing and relational tables to achieve 27% higher accuracy on multi-document question answering.