diff --git a/README.md b/README.md
index 9219b812..b22f9108 100644
--- a/README.md
+++ b/README.md
@@ -1,41 +1,39 @@
 <center><h2>🚀 LightRAG: Simple and Fast Retrieval-Augmented Generation</h2></center>
 <div align="center">
-  <div style="background-color: #ffffff; border-radius: 10px; padding: 20px; box-shadow: 0 4px 8px rgba(0,0,0,0.1);">
-    <!-- Icon/Logo Section -->
-    <div style="width: 120px; height: 120px; margin: 0 auto;">
-      <img src="https://github.com/user-attachments/assets/cb5b8fc1-0859-4f7c-8ec3-63c8ec7aa54b" alt="lightrag" style="width: 100%; height: 100%; object-fit: contain;">
-    </div>
 
-    <!-- Badges Section 1 -->
+# <img src="https://github.com/user-attachments/assets/cb5b8fc1-0859-4f7c-8ec3-63c8ec7aa54b" width="100" height="100" alt="lightrag">
+
+<div>
     <p>
-      <a href='https://lightrag.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
-      <a href='https://youtu.be/oageL-1I0GE'><img src='https://badges.aleen42.com/src/youtube.svg'></a>
-      <a href='https://arxiv.org/abs/2410.05779'><img src='https://img.shields.io/badge/arXiv-2410.05779-b31b1b'></a>
-      <a href='https://learnopencv.com/lightrag'><img src='https://img.shields.io/badge/LearnOpenCV-blue'></a>
+        <a href='https://lightrag.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
+        <a href='https://youtu.be/oageL-1I0GE'><img src='https://badges.aleen42.com/src/youtube.svg'></a>
+        <a href='https://arxiv.org/abs/2410.05779'><img src='https://img.shields.io/badge/arXiv-2410.05779-b31b1b'></a>
+        <a href='https://learnopencv.com/lightrag'><img src='https://img.shields.io/badge/LearnOpenCV-blue'></a>
     </p>
+</div>
 
-    <!-- Badges Section 2 -->
+<div>
     <p>
-      <img src='https://img.shields.io/github/stars/hkuds/lightrag?color=green&style=social' />
-      <img src="https://img.shields.io/badge/python-3.10-blue">
-      <a href="https://pypi.org/project/lightrag-hku/"><img src="https://img.shields.io/pypi/v/lightrag-hku.svg"></a>
-      <a href="https://pepy.tech/project/lightrag-hku"><img src="https://static.pepy.tech/badge/lightrag-hku/month"></a>
+        <img src='https://img.shields.io/github/stars/hkuds/lightrag?color=green&style=social' />
+        <img src="https://img.shields.io/badge/python-3.10-blue">
+        <a href="https://pypi.org/project/lightrag-hku/"><img src="https://img.shields.io/pypi/v/lightrag-hku.svg"></a>
+        <a href="https://pepy.tech/project/lightrag-hku"><img src="https://static.pepy.tech/badge/lightrag-hku/month"></a>
     </p>
+</div>
 
-    <!-- Community Badges -->
+<div>
     <p>
-      <a href='https://discord.gg/yF2MmDJyGJ'><img src='https://discordapp.com/api/guilds/1296348098003734629/widget.png?style=shield'></a>
-      <a href='https://github.com/HKUDS/LightRAG/issues/285'><img src='https://img.shields.io/badge/群聊-wechat-green'></a>
+        <a href='https://discord.gg/yF2MmDJyGJ'><img src='https://discordapp.com/api/guilds/1296348098003734629/widget.png?style=shield'></a>
+        <a href='https://github.com/HKUDS/LightRAG/issues/285'><img src='https://img.shields.io/badge/群聊-wechat-green'></a>
     </p>
+</div>
 
-    <!-- Description -->
-    <p style="margin: 20px 0;">
-      This repository hosts the code of LightRAG. The structure of this code is based on <a href="https://github.com/gusye1234/nano-graphrag">nano-graphrag</a>.
-    </p>
+---
+
+This repository hosts the code of LightRAG. The structure of this code is based on [nano-graphrag](https://github.com/gusye1234/nano-graphrag).
+
+<img src="https://i-blog.csdnimg.cn/direct/b2aaf634151b4706892693ffb43d9093.png" width="800" alt="LightRAG Diagram">
 
-    <!-- Diagram -->
-    <img src="https://i-blog.csdnimg.cn/direct/b2aaf634151b4706892693ffb43d9093.png" alt="LightRAG Diagram" style="max-width: 100%; border-radius: 8px;">
-  </div>
 </div>
 
 ## 🎉 News
@@ -55,7 +53,6 @@
 - [x] [2024.10.16]🎯📢LightRAG now supports [Ollama models](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#quick-start)!
 - [x] [2024.10.15]🎯📢LightRAG now supports [Hugging Face models](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#quick-start)!
 
-
 ## Algorithm Flowchart
 
 ![LightRAG Indexing Flowchart](https://learnopencv.com/wp-content/uploads/2024/11/LightRAG-VectorDB-Json-KV-Store-Indexing-Flowchart-scaled.jpg)