---
id: 20260729-T0-07
title: "LeafData：AI Agent自动完成数据迁移"
title_en: "LeafData: AI Agent Automates Complex Data Migration Tasks"
url: https://ai.daily.yangsir.net/daily/20260729-T0-07
issue_date: 2026-07-29
publish_date: 2026-07-28T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2607.21618
---

# LeafData：AI Agent自动完成数据迁移

arXiv论文发布LeafData，一个基于Agent的数据迁移系统。传统数据迁移依赖人工编写JSON配置文件，定义数据连接、管道逻辑和编排行为，不仅费时且易出错。LeafData利用LLM Agent自动理解用户意图、生成迁移配置并执行。它降低了数据迁移的准入门槛，非技术用户也能通过自然语言完成复杂的数据仓库迁移，显著减少人工错误。

## English Version

**LeafData: AI Agent Automates Complex Data Migration Tasks**

A new paper presents LeafData, an agentic system for data migration. Traditional migration requires manually writing JSON configs for data connections, pipeline logic, and orchestration—a time-consuming and error-prone process. LeafData uses an LLM agent to automatically understand user intent, generate configurations, and execute migrations, making complex data warehouse migrations accessible to non-technical users and cutting manual errors.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2607.21618)

**详情页**：https://ai.daily.yangsir.net/daily/20260729-T0-07

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