4 papers
Git4Data: Database-Native Version Control for AI Agents
Hongshen Gou, Zuyu Zhang, Yuze Sun +4
Large Language Model (LLM) agents increasingly explore many candidate states of relational data in parallel, each of which should remain isolated, reproducible, and auditable, pref…
ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents
Peng Xu, Zuyu Zhang, Yuze Sun +3
Long-horizon large language model (LLM) agents require context assembly: the runtime must decide what to include in each prompt, in what order, and when to compact history under a…
Version Control System for Data with MatrixOne
Hongshen Gou, Feng Tian, Long Wang +2
The rapid advancement of artificial intelligence has elevated data to a cornerstone of modern software systems. As data projects become increasingly complex and dynamic, version co…
Scripting Relational Database Engine Using Transducer
Feng Tian
We allow database user to script a parallel relational database engine with a procedural language. Procedural language code is executed as a user defined relational query operator…