by Zafer-Liu · Agent Tool · ★ 2.0k
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智能商业分析 Agent English 一个面向商业分析场景的 AI Agent。 连接数据源后,用户只需使用自然语言提问,系统即可自动完成: - 数据结构识别 - SQL 生成与执行 - 图表生成 - 业务洞察分析 ✨ 项目亮点 Business Analyst Agent 是一个对话式商业数据分析系统,目标是让非技术用户也能像“聊天”一样完成数据分析。 上传 Excel / CSV,或连接数据库后,用户可以直接提问: 系统会自动: 理解问题意图 分析数据结构(Schema) 自动生成 SQL 执行查询 自动推荐图表 输出业务洞察 并通过 SSE(Server-Sent Events)流式输出,实时展示分析过程。 🚀 核心能力 🧠 自然语言数据分析 无需编写 SQL。 用户只需输入自然语言: 系统自动完成: SQL 生成 数据查询 图表推荐 分析总结 🔌 多数据源支持 支持: Excel CSV SQLite MySQL PostgreSQL SQL Server 未来计划: DuckDB Spark 📊 智能图表系统 当前内置 43 种图表类型,覆盖: 系统会根据查询结果自动推荐最合适的图表。 ⚡ SSE 流式分析体验 分析过程实时可见: text [1/4] 正在读取数据结构... [2/4] 正在生成 SQL... [3/4] 正在执行查询... [4/4
| Stars | 2,010 |
| Forks | 160 |
| Language | Python |
| Category | Agent Tool |
| License | Apache-2.0 |
| Quality Score | 67.5442725699628/100 |
| Open Issues | 1 |
| Last Updated | 2026-06-29 |
| Created | 2026-04-21 |
| Platforms | python |
| Est. Tokens | ~14k |
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Data-Analysis-Agent is 🚀这是一个由 LLM 驱动的智能数据分析助手。通过对话式交互,自动生成可视化报表与商业洞察,让数据决策变得像聊天一样简单。 🚀 Say goodbye to complex SQL and Excel formulas. An LLM-powered data analysis agent. Chat with your data to instantly generate visuali. It is categorized as a Agent Tool with 2.0k GitHub stars.
Data-Analysis-Agent is primarily written in Python. It covers topics such as agent, ai, ai-tools.
You can find installation instructions and usage details in the Data-Analysis-Agent GitHub repository at github.com/Zafer-Liu/Data-Analysis-Agent. The project has 2.0k stars and 160 forks, indicating an active community.
Data-Analysis-Agent is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
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