Author

Jia-Lun Bai

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Aug 2026

Demonstration of BobFlow: Human-Agent Collaboration Using Dataflows on Data Science Tasks

A novel ReAct-based system called BobFlow is demonstrated, built on the idea of using dataflow as an abstraction for human-agent collaboration, which is especially friendly for LLMs to do their internal reasoning for data science tasks.

Jia-Lun Bai, Yicong Huang, Chen Li · Proceedings of the VLDB Endo... · 0 citations

TexeraAgent: An AI-Agent for Data Science Using Dataflows

The benefits of TexeraAgent are shown, including how an analyst easily understands the agent’s behaviors through an intuitive dataflow-based interface, how the analyst efficiently inspects the agent’s past actions to provide feedback, and how the agent can finish a task with high accuracy and low cost.

Jia-Lun Bai, Yicong Huang, Chen Li · 0 citations