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aix-db

byapconw· 1 MCP server

Installs

38k

Stars

2.2k

Forks

424

Category

Data Science & Analytics

View on GitHub

TL;DR

Aix-DB 基于 LangChain/LangGraph 框架,结合 MCP Skills 多智能体协作架构,实现自然语言到数据洞察的端到端转换。

How to install aix-db?

apconw/aix-db
$git clone https://github.com/apconw/aix-db

Installs into the current project.

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Install & use

Install aix-db by running `git clone https://github.com/apconw/aix-db`, then use it for the current task and follow its documentation at https://github.com/apconw/aix-db.

Files · 1

View on GitHub
README.md
1<p align="center">
2 <a href="https://github.com/apconw/Aix-DB">
3 <img src="./docs/docs/images/logo.svg" alt="Aix-DB" width="160"/>
4 </a>
5</p>
6 
7<h3 align="center">Aix-DB - 大模型数据助手</h3>
8 
9<p align="center">
10 基于大语言模型和RAG技术的智能数据分析系统,实现对话式数据分析(ChatBI),快速实现数据提取与可视化
11</p>
12 
13 
14 
15<p align="center">
16 <a href="https://github.com/apconw/Aix-DB/releases"><img src="https://img.shields.io/github/v/release/apconw/Aix-DB" alt="Release Version" /></a>
17 <a href="https://github.com/apconw/Aix-DB/stargazers"><img src="https://img.shields.io/github/stars/apconw/Aix-DB?style=flat" alt="GitHub Stars" /></a>
18 <a href="https://github.com/apconw/Aix-DB/blob/master/LICENSE"><img src="https://img.shields.io/github/license/apconw/Aix-DB" alt="License" /></a>
19 <a href="https://hub.docker.com/r/apcon/aix-db"><img src="https://img.shields.io/docker/pulls/apcon/aix-db" alt="Docker Pulls" /></a>
20</p>
21 
22<p align="center">
23 <a href="./README.md">简体中文</a> | <a href="./README_en.md">English</a>
24</p>
25 
26## 项目介绍
27 
28Aix-DB 基于 **LangChain/LangGraph** 框架,结合 **MCP Skills** 多智能体协作架构,实现自然语言到数据洞察的端到端转换。
29 
30**核心能力**:智能问答 · 数据问答(Text2SQL) · 表格问答 · 深度问数 · 数据可视化 · MCP 多智能体 · Skill 模式
31 
32**产品特点**:📦 开箱即用 · 🔒 安全可控 · 🔌 易于集成 · 🎯 越问越准 · 🧩 Skill 模式 · 🐾 OpenClaw 智能集成
33 
34 
35## 演示视频
36 
37<table align="center">
38 <tr>
39 <th>🎯 Skill 模式</th>
40 <th>💬 标准模式</th>
41 </tr>
42 <tr>
43 <td>
44 <video src="https://github.com/user-attachments/assets/ee09d321-4534-4ccf-aa71-ecab83d91caf" controls="controls" muted="muted" style="max-height:320px; min-height: 150px;"></video>
45 </td>
46 <td>
47 <video src="https://github.com/user-attachments/assets/462f4e2e-86e0-4d2a-8b78-5d6ca390c03c" controls="controls" muted="muted" style="max-height:320px; min-height: 150px;"></video>
48 </td>
49 </tr>
50 <tr>
51 <th>🧩 Skill 技能中心</th>
52 <th>🐾 OpenClaw 模式</th>
53 </tr>
54 <tr>
55 <td>
56 <video src="https://github.com/user-attachments/assets/c3f76eba-a710-4936-b0f9-c658a035826d" controls="controls" muted="muted" style="max-height:320px; min-height: 150px;"></video>
57 </td>
58 <td>
59 <video src="https://github.com/user-attachments/assets/98417cb2-e829-4733-999f-7f1494424707" controls="controls" muted="muted" style="max-height:320px; min-height: 150px;"></video>
60 </td>
61 </tr>
62</table>
63 
64 
65💰 赞助商展示
66---
67 
68| Doloffer | IP数据云 |
69|-------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|
70| <a href="https://doloffer.com/" target="_blank"><img src="./docs/docs/images/doloffers.png" alt="doloffer" width="320" /></a> | <a href="https://app.ipdatacloud.com/check_login/set_cookie_ip66?target_url=https://www.ipdatacloud.com/?utm-source=SQ&utm-keyword=?4897&name=spread_id&value=4897" target="_blank"><img src="./docs/docs/images/ip_hub.jpg" alt="IP数据云" width="320" /></a> |
71 
72 
73## 系统架构
74 
75<p align="center">
76 <img src="./docs/docs/images/system-architecture.svg" alt="系统架构图" width="100%" />
77</p>
78 
79**分层架构设计:**
80 
81- **前端层**:Vue 3 + TypeScript 构建的现代化 Web 界面,集成 ECharts 和 AntV 可视化组件
82- **API 网关层**:基于 Sanic 的高性能异步 API 服务,提供 RESTful 接口和 JWT 认证
83- **智能服务层**:LLM 服务、Text2SQL Agent、RAG 检索引擎、MCP 多智能体协作
84- **数据存储层**:支持多种数据库类型,包括关系型数据库、向量数据库、图数据库和文件存储
85 
86 
87## 支持的数据源
88 
89<p align="center">
90 <img src="https://img.shields.io/badge/MySQL-4479A1?style=for-the-badge&logo=mysql&logoColor=white" />
91 <img src="https://img.shields.io/badge/PostgreSQL-316192?style=for-the-badge&logo=postgresql&logoColor=white" />
92 <img src="https://img.shields.io/badge/Oracle-F80000?style=for-the-badge&logo=oracle&logoColor=white" />
93 <img src="https://img.shields.io/badge/SQL%20Server

Preview

apconw/aix-dbapconw/aix-db
Repoapconw/aix-db
TypeMCP Servers
CategoryData Science & Analytics
UpdatedJun 2026
License—
First seenJul 26, 2026

Tags

MCPbigdatacli

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