bytesc/data-copilot
✨ 大语言模型 (LLM) 的自然语言数据库查询系统 (RAG) Natural Language Database Query System (RAG) based on LLM✨ (with README in English) 🚩 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 Pywebio 交互式前端网页，不必须 openai api，支持 qwen glm 等多种模型，100%纯 Python 代码。
This project helps business analysts, data scientists, or operations managers quickly get insights from their databases without needing to write complex code. You ask questions in plain English, and the system connects to your MySQL database to perform multi-table queries, statistical calculations, and automatically generate various charts. It turns your natural language questions into visual data insights.
No commits in the last 6 months.
Use this if you need to quickly query and visualize data from a MySQL database using natural language, and want to avoid manual SQL coding or complex data analysis tools.
Not ideal if you're working with extremely large datasets across hundreds of tables, or if you require absolute, deterministic query results without any potential for language model interpretation nuances.
Stars
64
Forks
5
Language
Python
License
MIT
Category
Last pushed
May 27, 2025
Commits (30d)
0
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