Revise README with new sections and features
Updated README to include new features, badges, and links.
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README.md
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README.md
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<h1>语析 - 基于大模型的知识库与知识图谱智能体开发平台</h1>
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<a href="https://trendshift.io/repositories/15845" target="_blank"><img src="https://trendshift.io/api/badge/repositories/15845" alt="Yuxi-Know | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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[](https://github.com/xerrors/Yuxi-Know/tree/v0.4.3)
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[](https://github.com/xerrors/Yuxi-Know/blob/main/docker-compose.yml)
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[](https://github.com/xerrors/Yuxi-Know/issues)
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@ -14,30 +12,38 @@
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[](https://zread.ai/xerrors/Yuxi-Know)
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[](https://www.bilibili.com/video/BV1DF14BTETq/)
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📄 [**文档中心**](https://xerrors.github.io/Yuxi-Know/) |
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📽️ [**视频演示**](https://www.bilibili.com/video/BV1DF14BTETq/)
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<a href="https://trendshift.io/repositories/15845" target="_blank">
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<img src="https://trendshift.io/api/badge/repositories/15845" alt="Yuxi-Know | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
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</a>
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[**文档中心**](https://xerrors.github.io/Yuxi-Know/) |
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[**视频演示**](https://www.bilibili.com/video/BV1DF14BTETq/)
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</div>
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语析是一个功能强大的智能体平台,融合了 RAG 知识库与知识图谱技术,基于 LangGraph v1 + Vue.js + FastAPI + LightRAG 架构构建。
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## 核心特性
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**亮点**:提供全套的智能体开发套件,基于 MIT 开源协议,技术栈友好,适合基于此项目打造自己的智能体平台。
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<img width="2992" height="692" alt="image" src="https://github.com/user-attachments/assets/93a64d05-8b38-41f0-b3a8-b527c80c3d60" />
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- **智能体开发**:基于 LangGraph v1 的多智能体架构,支持子智能体、工具调用与中间件机制
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- **知识库(RAG)**:多格式文档上传,支持 Embedding / Rerank 配置及知识库评估
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- **知识图谱**:基于 LightRAG 的图谱构建与可视化,支持属性图谱并参与智能体推理
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- **平台与工程化**:Vue + FastAPI 架构,支持暗黑模式、Docker 与生产级部署
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---
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**🎉 最新动态**
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## 你可以用语析做什么?
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- 构建 **面向真实业务的 RAG + 知识图谱智能体**
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- 将 PDF / Word / Markdown / 图片快速转化为可推理的知识库
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- 自动(LightRAG)或手动构建知识图谱,并用于智能体推理
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- 使用 LangGraph v1 构建多智能体 / 子智能体系统
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## 最新动态
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- **[2025/12/19] v0.4.0 版本发布**
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<details>
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<summary>查看详细更新日志</summary>
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### 新增
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- 新增对于上传附件的智能体中间件,详见[文档](https://xerrors.github.io/Yuxi-Know/latest/advanced/agents-config.html#%E6%96%87%E4%BB%B6%E4%B8%8A%E4%BC%A0%E4%B8%AD%E9%97%B4%E4%BB%B6)
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- 新增多模态模型支持(当前仅支持图片),详见[文档](https://xerrors.github.io/Yuxi-Know/latest/advanced/agents-config.html#%E5%A4%9A%E6%A8%A1%E6%80%81%E5%9B%BE%E7%89%87%E6%94%AF%E6%8C%81)
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- 移除模型配置预设的 TogetherAI
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</details>
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- **[2025/11/05] v0.3 版本发布**
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- **[2025/11/05] v0.3.0 版本发布**
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<details>
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<summary>查看详细更新日志</summary>
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- 全面适配 LangChain/LangGraph v1 版本的特性,使用 create_agent 创建智能体入口。
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- 文档解析升级,适配 mineru-2.6 以及 mineru-api。
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- 更多智能体开发套件 中间件、子智能体,更简洁,更易上手。
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</details>
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<table align="center">
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<tr>
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<td align="center">
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<strong>支持亮色 / 暗色模式切换</strong><br>
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<img width="4420" height="2510" alt="image"
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src="https://github.com/user-attachments/assets/76d58c8f-e4ef-4373-8ab6-7c80da568910" />
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</td>
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</tr>
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<img width="2592" height="610" alt="image" src="https://github.com/user-attachments/assets/92898cc6-b1f0-4f1d-9491-75297bdfacaa" />
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<tr>
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<td align="center">
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<strong>Dashboard 页面查看用量</strong><br>
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<img width="2208" height="1255" alt="image"
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src="https://github.com/user-attachments/assets/51a38d0a-caf9-4f46-981f-5ac0602d1e8b" />
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</td>
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</tr>
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<tr>
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<td align="center">
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<strong>知识图谱可视化页面(支持展示 liaghtrag 图谱)</strong><br>
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<img width="2208" height="1255" alt="image"
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src="https://github.com/user-attachments/assets/25532b80-cf69-46e2-8dc1-6736b902bc3c" />
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</td>
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</tr>
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<tr>
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<td align="center">
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<strong>智能体调用知识库的案例</strong><br>
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<img width="2208" height="1255" alt="image"
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src="https://github.com/user-attachments/assets/f4e2d31e-7e7b-4f88-a485-67fc5fab24d6" />
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</td>
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</tr>
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## 快速开始
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<tr>
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<td align="center">
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<strong>深度智能体调用子智能体与文件系统的案例</strong><br>
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<img width="2208" height="1255" alt="image"
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src="https://github.com/user-attachments/assets/b45e6883-187b-4b63-b43e-6b8a8cb2bf0e" />
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</td>
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</tr>
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克隆代码,并初始化
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</table>
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```
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git clone --branch v0.4.3 --depth 1 https://github.com/xerrors/Yuxi-Know.git
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cd Yuxi-Know
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# Linux/macOS
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./scripts/init.sh
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# Windows PowerShell
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.\scripts\init.ps1
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```
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然后需要使用 docker 启动项目
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```
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docker compose up --build
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```
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等待启动完成后,访问 `http://localhost:5173`
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## 示例与演示
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<img width="4420" height="2510" alt="image" src="https://github.com/user-attachments/assets/76d58c8f-e4ef-4373-8ab6-7c80da568910" />
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<br>
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<img width="10116" height="5751" alt="11111" src="https://github.com/user-attachments/assets/d3e4fe09-fa48-4686-93ea-2c50300ade21" />
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<br>
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<img width="10116" height="5751" alt="22222" src="https://github.com/user-attachments/assets/734a7cce-8b38-48ae-8e21-ca88996e5dde" />
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<br>
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<img width="10116" height="5751" alt="1212" src="https://github.com/user-attachments/assets/06d56525-69bf-463a-8360-286b2cf8796f" />
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<br>
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<img width="10116" height="5751" alt="44444" src="https://github.com/user-attachments/assets/e390ec4b-8690-4aee-bbb2-3536f7f67dc9" />
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## 参与贡献
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感谢所有贡献者的支持!
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<a href="https://github.com/xerrors/Yuxi-Know/contributors">
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<img src="https://contributors.nn.ci/api?repo=xerrors/Yuxi-Know" alt="贡献者名单">
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<img src="https://contrib.rocks/image?repo=xerrors/Yuxi-Know&max=100&columns=15" />
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</a>
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