✨ 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。
active 2024-05-29 → 2026-01-26 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 608 days from 2024-05-29 to 2026-01-26. Pushes: 48 total, peak 12 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 4 total, peak 1 in a day. Comments: 4 total, peak 3 in a day. Stars: 52 total, peak 3 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| bytesc | 51 | 48 | 0 | 2 |
| Huang-xiaoxin | 3 | 0 | 0 | 2 |
| jousonren | 1 | 0 | 0 | 0 |
| cxn-selfie | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#3Huang-xiaoxin2025-01-22 08:53how to use assertion and error to recorrect the error result? Could you give an example to help understand?
- Issue comment#3Huang-xiaoxin2025-01-22 08:53how to use assertion and error to recorrect the error result? Could you give an example to help understand?
- Issue comment#3bytesc2025-01-22 07:48how to use assertion and error to recorrect the error result? Could you give an example to help understand?
- Issue#3Huang-xiaoxin2025-01-22 03:56how to use assertion and error to recorrect the error result? Could you give an example to help understand?
- Issue#2cxn-selfie2024-11-08 09:41use local language model
- Issue#1bytesc2024-06-21 03:25langchain-core和langchain-community版本问题
- Issue comment#1bytesc2024-06-18 12:45langchain-core和langchain-community版本问题
- Issue#1jousonren2024-06-18 08:09langchain-core和langchain-community版本问题
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 52 stars here means stars gained during the window, not the repo's star count.