diff --git a/README.md b/README.md
index b7b1ad5..497fbd2 100644
--- a/README.md
+++ b/README.md
@@ -1,24 +1,27 @@
 # AnyTool
+![Static Badge](https://img.shields.io/badge/anytool-blue)
+<a href='https://arxiv.org/abs/2402.04253'><img src='https://img.shields.io/badge/arXiv-2402.04253-b31b1b.svg'></a>  <a href='https://github.com/buaacyw/GaussianEditor/blob/master/LICENSE.txt'><img src='https://img.shields.io/badge/License-Apache-blue'></a>
+
 This is the implementation of the paper [AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls](https://arxiv.org/abs/2402.04253)
 ![Figure](https://media.discordapp.net/attachments/1202909094470492163/1202909161755648010/image.png?ex=65d865f5&is=65c5f0f5&hm=a399dda2c4b1c6caf17d3a0d29bc7dc9c504012ba7a4cc856283ce9dc9a3ebd5&=&format=webp&quality=lossless&width=781&height=601)
 
-# Installation
-## Dependencies
+# 🔧 Installation
+## ✅ Dependencies
 Require Python 3.9+
 
-Quick install 
+## 🚀 Quick install 
 ```bash
 pip install requirements.txt
 ```
 
-# Data
+# 🔆 Data
 **ToolBench**
 
 Refer to [ToolBench](https://github.com/OpenBMB/ToolBench).
 
 **AnyToolBench**
 
-# AnyToolBench Generation
+Generation script
 ```
 python data_generation_by_gpt4.py
 ```
@@ -27,7 +30,7 @@ We provide sample data in anytoolbench.json file.
 
 
 
-# Run AnyTool
+# 🚗 Run AnyTool
 Fill your OpenAI config and toolbench key into the config.py.
 
 Run ToolBench
@@ -38,14 +41,11 @@ Run AnyToolBench
 ```
 python anytool.py --output_dir result/anytoolbench --query_path anytoolbench.json -max_api_number 64
 ```
-# AnyToolBench Generation
-```
-python data_generation_by_gpt4.py
-```
-# Acknowledgement
+
+# 👨‍🏫 Acknowledgement
 This repo is built on [ToolBench](https://github.com/OpenBMB/ToolBench).
 
-# Citation
+# 📑Citation
 If you find this project is helpful for your research, consider citing our paper
 ```
 @article{du2024anytool,