HKUSTDial/awesome-data-agents
Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"
This resource provides a curated list of research papers on "data agents," which are autonomous systems designed to automate complex data tasks across various fields. It clarifies the differing levels of autonomy these agents possess, from basic assistants to fully generative systems. Data scientists, researchers, and engineers working with large datasets and AI will find this useful for understanding the current landscape and future directions of data agent technology.
417 stars.
Use this if you are a researcher or practitioner looking to understand, categorize, or explore advancements in autonomous systems for data management, preparation, and analysis.
Not ideal if you are a beginner looking for an introductory guide to data science concepts or a tool for immediate implementation of basic data tasks.
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417
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26
Language
Python
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Last pushed
Mar 13, 2026
Commits (30d)
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