topoteretes
diff --git a/‎README.md
+10-2 b/‎README.md
+10-2
diff --git a/‎community/README.zh.md
+162 b/‎community/README.zh.md
+162
diff --git a/‎community/cognee_benefits_zh.JPG
262 KB b/‎community/cognee_benefits_zh.JPG
262 KB
diff --git a/‎community/cognee_diagram_zh.JPG
181 KB b/‎community/cognee_diagram_zh.JPG
181 KB
@@ -32,6 +32,14 @@ Build dynamic Agent memory using scalable, modular ECL (Extract, Cognify, Load)
 
 More on [use-cases](https://docs.cognee.ai/use-cases) and [evals](https://github.com/topoteretes/cognee/tree/main/evals) 
 
+  <p align="center">
+  🌐 Available Languages
+  :
+  <a href="community/README.pt.md">🇵🇹 Português</a>
+  ·
+  <a href="community/README.zh.md">🇨🇳 [中文]</a>
+  </p>
+
 <div style="text-align: center">
   <img src="https://raw.githubusercontent.com/topoteretes/cognee/refs/heads/main/assets/cognee_benefits.png" alt="Why cognee?" width="50%" />
 </div>
@@ -117,8 +125,8 @@ Example output:
   
 ```
 Graph visualization:
-<a href="https://rawcdn.githack.com/topoteretes/cognee/refs/heads/add-visualization-readme/assets/graph_visualization.html"><img src="assets/graph_visualization.png" width="100%" alt="Graph Visualization"></a>
-Open in [browser](https://rawcdn.githack.com/topoteretes/cognee/refs/heads/add-visualization-readme/assets/graph_visualization.html).
+<a href="https://rawcdn.githack.com/topoteretes/cognee/refs/heads/main/assets/graph_visualization.html"><img src="assets/graph_visualization.png" width="100%" alt="Graph Visualization"></a>
+Open in [browser](https://rawcdn.githack.com/topoteretes/cognee/refs/heads/main/assets/graph_visualization.html).
 
 For more advanced usage, have a look at our <a href="https://docs.cognee.ai"> documentation</a>.
 
 
@@ -0,0 +1,162 @@
+<div align="center">
+  <a href="https://github.com/topoteretes/cognee">
+    <img src="https://raw.githubusercontent.com/topoteretes/cognee/refs/heads/dev/assets/cognee-logo-transparent.png" alt="Cognee Logo" height="60">
+  </a>
+
+  <br />
+
+  cognee - AI应用和智能体的记忆层
+
+  <p align="center">
+  <a href="https://www.youtube.com/watch?v=1bezuvLwJmw&t=2s">演示</a>
+  .
+  <a href="https://cognee.ai">了解更多</a>
+  ·
+  <a href="https://discord.gg/NQPKmU5CCg">加入Discord</a>
+  </p>
+
+
+  [![GitHub forks](https://img.shields.io/github/forks/topoteretes/cognee.svg?style=social&label=Fork&maxAge=2592000)](https://github.com/topoteretes/cognee/network/)
+  [![GitHub stars](https://img.shields.io/github/stars/topoteretes/cognee.svg?style=social&label=Star&maxAge=2592000)](https://github.com/topoteretes/cognee/stargazers/)
+  [![GitHub commits](https://badgen.net/github/commits/topoteretes/cognee)](https://github.com/topoteretes/cognee/commit/)
+  [![Github tag](https://badgen.net/github/tag/topoteretes/cognee)](https://github.com/topoteretes/cognee/tags/)
+  [![Downloads](https://static.pepy.tech/badge/cognee)](https://pepy.tech/project/cognee)
+  [![License](https://img.shields.io/github/license/topoteretes/cognee?colorA=00C586&colorB=000000)](https://github.com/topoteretes/cognee/blob/main/LICENSE)
+  [![Contributors](https://img.shields.io/github/contributors/topoteretes/cognee?colorA=00C586&colorB=000000)](https://github.com/topoteretes/cognee/graphs/contributors)
+
+  可靠的AI智能体响应。
+
+
+
+使用可扩展、模块化的ECL（提取、认知、加载）管道构建动态智能体记忆。
+
+更多[使用场景](https://docs.cognee.ai/use_cases)。
+
+<div style="text-align: center">
+  <img src="cognee_benefits_zh.JPG" alt="为什么选择cognee？" width="100%" />
+</div>
+
+</div>
+
+
+
+
+## 功能特性
+
+- 互联并检索您的历史对话、文档、图像和音频转录
+- 减少幻觉、开发人员工作量和成本
+- 仅使用Pydantic将数据加载到图形和向量数据库
+- 从30多个数据源摄取数据时进行数据操作
+
+## 开始使用
+
+通过Google Colab <a href="https://colab.research.google.com/drive/1g-Qnx6l_ecHZi0IOw23rg0qC4TYvEvWZ?usp=sharing">笔记本</a>或<a href="https://github.com/topoteretes/cognee-starter">入门项目</a>快速上手
+
+## 贡献
+您的贡献是使这成为真正开源项目的核心。我们**非常感谢**任何贡献。更多信息请参阅[`CONTRIBUTING.md`](CONTRIBUTING.md)。
+
+
+
+
+
+## 📦 安装
+
+您可以使用**pip**、**poetry**、**uv**或任何其他Python包管理器安装Cognee。
+
+### 使用pip
+
+```bash
+pip install cognee
+```
+
+## 💻 基本用法
+
+### 设置
+
+```
+import os
+os.environ["LLM_API_KEY"] = "YOUR OPENAI_API_KEY"
+
+```
+
+您也可以通过创建.env文件设置变量，使用我们的<a href="https://github.com/topoteretes/cognee/blob/main/.env.template">模板</a>。
+要使用不同的LLM提供商，请查看我们的<a href="https://docs.cognee.ai">文档</a>获取更多信息。
+
+
+### 简单示例
+
+此脚本将运行默认管道：
+
+```python
+import cognee
+import asyncio
+
+
+async def main():
+    # Add text to cognee
+    await cognee.add("自然语言处理（NLP）是计算机科学和信息检索的跨学科领域。")
+
+    # Generate the knowledge graph
+    await cognee.cognify()
+
+    # Query the knowledge graph
+    results = await cognee.search("告诉我关于NLP")
+
+    # Display the results
+    for result in results:
+        print(result)
+
+
+if __name__ == '__main__':
+    asyncio.run(main())
+
+```
+示例输出：
+```
+  自然语言处理（NLP）是计算机科学和信息检索的跨学科领域。它关注计算机和人类语言之间的交互，使机器能够理解和处理自然语言。
+  
+```
+图形可视化：
+<a href="https://rawcdn.githack.com/topoteretes/cognee/refs/heads/main/assets/graph_visualization.html"><img src="https://rawcdn.githack.com/topoteretes/cognee/refs/heads/main/assets/graph_visualization.png" width="100%" alt="图形可视化"></a>
+在[浏览器](https://rawcdn.githack.com/topoteretes/cognee/refs/heads/main/assets/graph_visualization.html)中打开。
+
+有关更高级的用法，请查看我们的<a href="https://docs.cognee.ai">文档</a>。
+
+
+## 了解我们的架构
+
+<div style="text-align: center">
+  <img src="cognee_diagram_zh.JPG" alt="cognee概念图" width="100%" />
+</div>
+
+
+
+## 演示
+
+1. 什么是AI记忆：
+
+[了解cognee](https://github.com/user-attachments/assets/8b2a0050-5ec4-424c-b417-8269971503f0)
+
+2. 简单GraphRAG演示
+
+[简单GraphRAG演示](https://github.com/user-attachments/assets/f57fd9ea-1dc0-4904-86eb-de78519fdc32)
+
+3. cognee与Ollama
+
+[cognee与本地模型](https://github.com/user-attachments/assets/834baf9a-c371-4ecf-92dd-e144bd0eb3f6)
+
+
+## 行为准则
+
+我们致力于为我们的社区提供愉快和尊重的开源体验。有关更多信息，请参阅<a href="https://github.com/topoteretes/cognee/blob/main/CODE_OF_CONDUCT.md"><code>CODE_OF_CONDUCT</code></a>。
+
+## 💫 贡献者
+
+<a href="https://github.com/topoteretes/cognee/graphs/contributors">
+  <img alt="contributors" src="https://contrib.rocks/image?repo=topoteretes/cognee"/>
+</a>
+
+
+## Star历史
+
+[![Star History Chart](https://api.star-history.com/svg?repos=topoteretes/cognee&type=Date)](https://star-history.com/#topoteretes/cognee&Date)