diff --git a/Dockerfile b/Dockerfile
index da5053d..19d988f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -9,12 +9,16 @@ RUN echo '[global]' > /etc/pip.conf && \
 
 
 WORKDIR /gpt
-COPY requirements.txt .
+
+# 装载项目文件
+COPY . .
+
+# 安装依赖
 RUN pip3 install -r requirements.txt
 
-COPY . .
 
 # 可选步骤，用于预热模块
 RUN python3  -c 'from check_proxy import warm_up_modules; warm_up_modules()'
 
+# 启动
 CMD ["python3", "-u", "main.py"]
diff --git a/README.md b/README.md
index fed770f..9a1e72d 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 > **Note**
 >
-> 安装依赖时，请严格选择requirements.txt中**指定的版本**。 
+> 5月27日对gradio依赖进行了较大的修复和调整，fork并解决了官方Gradio的一系列bug。但如果27日当天进行了更新，可能会导致代码报错（依赖缺失，卡在loading界面等），请及时更新到**最新版代码**并重新安装pip依赖即可。若给您带来困扰还请谅解。安装依赖时，请严格选择requirements.txt中**指定的版本**： 
 > 
-> `pip install -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/`
+> `pip install -r requirements.txt -i https://pypi.org/simple`
 >
 
 # <img src="docs/logo.png" width="40" > GPT 学术优化 (GPT Academic)
@@ -302,7 +302,7 @@ gpt_academic开发者QQ群-2：610599535
 
 - 已知问题
     - 某些浏览器翻译插件干扰此软件前端的运行
-    - gradio版本过高或过低，都会导致多种异常
+    - 官方Gradio目前有很多兼容性Bug，请务必使用requirement.txt安装Gradio
 
 ## 参考与学习
 
diff --git a/crazy_functions/Latex全文润色.py b/crazy_functions/Latex全文润色.py
index 1175e86..8d3f97b 100644
--- a/crazy_functions/Latex全文润色.py
+++ b/crazy_functions/Latex全文润色.py
@@ -66,7 +66,7 @@ def 多文件润色(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
         with open(fp, 'r', encoding='utf-8', errors='replace') as f:
             file_content = f.read()
             # 定义注释的正则表达式
-            comment_pattern = r'%.*'
+            comment_pattern = r'(?<!\\)%.*'
             # 使用正则表达式查找注释，并替换为空字符串
             clean_tex_content = re.sub(comment_pattern, '', file_content)
             # 记录删除注释后的文本
@@ -238,5 +238,3 @@ def Latex英文纠错(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_p
         yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
         return
     yield from 多文件润色(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, language='en', mode='proofread')
-
-
diff --git a/crazy_functions/Latex全文翻译.py b/crazy_functions/Latex全文翻译.py
index efada61..554c485 100644
--- a/crazy_functions/Latex全文翻译.py
+++ b/crazy_functions/Latex全文翻译.py
@@ -46,7 +46,7 @@ def 多文件翻译(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
         with open(fp, 'r', encoding='utf-8', errors='replace') as f:
             file_content = f.read()
             # 定义注释的正则表达式
-            comment_pattern = r'%.*'
+            comment_pattern = r'(?<!\\)%.*'
             # 使用正则表达式查找注释，并替换为空字符串
             clean_tex_content = re.sub(comment_pattern, '', file_content)
             # 记录删除注释后的文本
diff --git a/docker-compose.yml b/docker-compose.yml
index 9465a62..07f1c9f 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -99,6 +99,7 @@ services:
     command: >
       bash -c "       echo '[gpt-academic] 正在从github拉取最新代码...' &&
                       git pull &&
+                      pip install -r requirements.txt &&
                       echo '[jittorllms] 正在从github拉取最新代码...' &&
                       git --git-dir=request_llm/jittorllms/.git --work-tree=request_llm/jittorllms pull --force &&
                       python3 -u main.py"
diff --git a/docs/gradio-3.32.2-py3-none-any.whl b/docs/gradio-3.32.2-py3-none-any.whl
new file mode 100644
index 0000000..ce87604
Binary files /dev/null and b/docs/gradio-3.32.2-py3-none-any.whl differ
diff --git a/main.py b/main.py
index ed74dc3..b9abf0e 100644
--- a/main.py
+++ b/main.py
@@ -2,6 +2,7 @@ import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染
 
 def main():
     import gradio as gr
+    if gr.__version__ not in ['3.28.3','3.32.2']: assert False, "请用 pip install -r requirements.txt 安装依赖"
     from request_llm.bridge_all import predict
     from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf, ArgsGeneralWrapper, DummyWith
     # 建议您复制一个config_private.py放自己的秘密, 如API和代理网址, 避免不小心传github被别人看到
@@ -196,7 +197,10 @@ def main():
         threading.Thread(target=warm_up_modules, name="warm-up", daemon=True).start()
 
     auto_opentab_delay()
-    demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png")
+    demo.queue(concurrency_count=CONCURRENT_COUNT).launch(
+        server_name="0.0.0.0", server_port=PORT,
+        favicon_path="docs/logo.png", auth=AUTHENTICATION,
+        blocked_paths=["config.py","config_private.py","docker-compose.yml","Dockerfile"])
 
     # 如果需要在二级路径下运行
     # CUSTOM_PATH, = get_conf('CUSTOM_PATH')
@@ -204,7 +208,8 @@ def main():
     #     from toolbox import run_gradio_in_subpath
     #     run_gradio_in_subpath(demo, auth=AUTHENTICATION, port=PORT, custom_path=CUSTOM_PATH)
     # else: 
-    #     demo.launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png")
+    #     demo.launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png",
+    #                 blocked_paths=["config.py","config_private.py","docker-compose.yml","Dockerfile"])
 
 if __name__ == "__main__":
     main()
diff --git a/requirements.txt b/requirements.txt
index 7caaceb..d3082a3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-gradio==3.28.3
+./docs/gradio-3.32.2-py3-none-any.whl
 tiktoken>=0.3.3
 requests[socks]
 transformers
diff --git a/version b/version
index b1c8367..ad75b2c 100644
--- a/version
+++ b/version
@@ -1,5 +1,5 @@
 {
-  "version": 3.36,
+  "version": 3.37,
   "show_feature": true,
-  "new_feature": "修复PDF翻译的BUG, 新增HTML中英双栏对照 <-> 添加了OpenAI图片生成插件 <-> 添加了OpenAI音频转文本总结插件 <-> 通过Slack添加对Claude的支持 <-> 提供复旦MOSS模型适配（启用需额外依赖） <-> 提供docker-compose方案兼容LLAMA盘古RWKV等模型的后端 <-> 新增Live2D装饰 <-> 完善对话历史的保存/载入/删除 <-> 保存对话功能"
+  "new_feature": "修复gradio复制按钮BUG <-> 修复PDF翻译的BUG, 新增HTML中英双栏对照 <-> 添加了OpenAI图片生成插件 <-> 添加了OpenAI音频转文本总结插件 <-> 通过Slack添加对Claude的支持 <-> 提供复旦MOSS模型适配（启用需额外依赖） <-> 提供docker-compose方案兼容LLAMA盘古RWKV等模型的后端 <-> 新增Live2D装饰 <-> 完善对话历史的保存/载入/删除 <-> 保存对话功能"
 }