diff --git a/README.md b/README.md
index e7742a6a..3dae4b2f 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,60 @@
 # One API
 
-docker image: `ppcelery/one-api:latest`
+Fully compatible with the upstream version, can be used directly by replacing the container image, docker image: `ppcelery/one-api:latest`
+
+- [One API](#one-api)
+  - [New Features](#new-features)
+    - [(Merged) Support gpt-vision](#merged-support-gpt-vision)
+    - [Support update user's remained quota](#support-update-users-remained-quota)
+    - [(Merged) Support aws claude](#merged-support-aws-claude)
+    - [Support openai images edits](#support-openai-images-edits)
+    - [Support gemini-2.0-flash-exp](#support-gemini-20-flash-exp)
+    - [Support replicate flux \& remix](#support-replicate-flux--remix)
+  - [Bug fix](#bug-fix)
+    - [The token balance cannot be edited](#the-token-balance-cannot-be-edited)
 
 ## New Features
 
-- update token usage by API
-- support gpt-vision
-- support update user's remained quota
-- support aws claude
-- support openai images edits
-- support gemini-2.0-flash-exp
-- support replicate flux & remix
+### (Merged) Support gpt-vision
+
+### Support update user's remained quota
+
+You can update the used quota using the API key of any token, allowing other consumption to be aggregated into the one-api for centralized management.
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-update-quota.png)
+
+### (Merged) Support aws claude
+
+- [feat: support aws bedrockruntime claude3 #1328](https://github.com/songquanpeng/one-api/pull/1328)
+- [feat: add new claude models #1910](https://github.com/songquanpeng/one-api/pull/1910)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-claude.png)
+
+### Support openai images edits
+
+- [feat: support openai images edits api #1369](https://github.com/songquanpeng/one-api/pull/1369)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-image-edit.png)
+
+### Support gemini-2.0-flash-exp
+
+- [feat: add gemini-2.0-flash-exp #1983](https://github.com/songquanpeng/one-api/pull/1983)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-gemini-flash.png)
+
+### Support replicate flux & remix
+
+- [feature: 支持 replicate 的绘图 #1954](https://github.com/songquanpeng/one-api/pull/1954)
+- [feat: image edits/inpaiting 支持 replicate 的 flux remix #1986](https://github.com/songquanpeng/one-api/pull/1986)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-replicate-1.png)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-replicate-2.png)
+
+![](https://s3.laisky.com/uploads/2024/12/oneapi-replicate-3.png)
+
+## Bug fix
+
+### The token balance cannot be edited
+
+- [BUGFIX: 更新令牌时的一些问题 #1933](https://github.com/songquanpeng/one-api/pull/1933)