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

Summary: BobFlow uses dataflows as an interpretable abstraction for ReAct-based human–LLM collaboration on data-science tasks, avoiding conversational opacity and code-level complexity. Built on Apache Texera, it supports visual inspection of agent actions, feedback, and efficient, accurate task completion. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
h4c6b092907241d1d
Venue
VLDB
Year
2026
Pagerank
4.9793485e-05
Overall Rank
10,997 | 26.07%
DOI
10.14778/3827998.3828105

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BibTeX Citation

@article{bai_vldb26,
        title = {{Demonstration of BobFlow: Human-Agent Collaboration Using Dataflows on Data Science Tasks}},
        author = {Bai, Jiadong and Huang, Yicong and Li, Chen},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4718--4721},
        doi = {10.14778/3827998.3828105},
        url = {https://doi.org/10.14778/3827998.3828105},
        year = {2026}
}

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