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Artwork for Learning GenAI via SOTA Papers
Learning GenAI via SOTA Papers · Thursday · 22 min

EP505: How Data Agents Make Databases Autonomous

Title: Data Agents: Agentic Data SystemsSource: http://arxiv.org/abs/2609.24137v1 Summary: This work establishes a foundational architecture for agentic data systems by formalizing Data Agents that autonomously reason, manage, and process complex database operations. It introduces novel multi-agent reasoning and execution paradigms that bridge the gap between static LLMs and dynamic, large-scale data infrastructures.

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Title: Data Agents: Agentic Data SystemsSource: http://arxiv.org/abs/2609.24137v1


Summary:

This work establishes a foundational architecture for agentic data systems by formalizing Data Agents that autonomously reason, manage, and process complex database operations. It introduces novel multi-agent reasoning and execution paradigms that bridge the gap between static LLMs and dynamic, large-scale data infrastructures.

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