Update app.py

app.py

@@ -1,7 +1,8 @@
-import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染
+import os
+os.environ['no_proxy'] = '*'  # 避免代理网络产生意外污染
 
-help_menu_description = \
-"""Github源代码开源和更新[地址🚀](https://github.com/binary-husky/gpt_academic),
+help_menu_description = """
+Github源代码开源和更新[地址🚀](https://github.com/binary-husky/gpt_academic),
 感谢热情的[开发者们❤️](https://github.com/binary-husky/gpt_academic/graphs/contributors).
 </br></br>常见问题请查阅[项目Wiki](https://github.com/binary-husky/gpt_academic/wiki),
 如遇到Bug请前往[Bug反馈](https://github.com/binary-husky/gpt_academic/issues).
@@ -15,137 +16,279 @@ help_menu_description = \
 
 def main():
     import subprocess, sys
-    subprocess.check_call([sys.executable, '-m', 'pip', 'install', 'https://public.agent-matrix.com/publish/gradio-3.32.8-py3-none-any.whl'])
-    import gradio as gr
-    if gr.__version__ not in ['3.32.8']:
-        raise ModuleNotFoundError("使用项目内置Gradio获取最优体验! 请运行 `pip install -r requirements.txt` 指令安装内置Gradio及其他依赖, 详情信息见requirements.txt.")
-    from request_llms.bridge_all import predict
-    from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf, ArgsGeneralWrapper, load_chat_cookies, DummyWith
-    # 建议您复制一个config_private.py放自己的秘密, 如API和代理网址
-    proxies, WEB_PORT, LLM_MODEL, CONCURRENT_COUNT, AUTHENTICATION = get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION')
-    CHATBOT_HEIGHT, LAYOUT, AVAIL_LLM_MODELS, AUTO_CLEAR_TXT = get_conf('CHATBOT_HEIGHT', 'LAYOUT', 'AVAIL_LLM_MODELS', 'AUTO_CLEAR_TXT')
-    ENABLE_AUDIO, AUTO_CLEAR_TXT, PATH_LOGGING, AVAIL_THEMES, THEME, ADD_WAIFU = get_conf('ENABLE_AUDIO', 'AUTO_CLEAR_TXT', 'PATH_LOGGING', 'AVAIL_THEMES', 'THEME', 'ADD_WAIFU')
-    DARK_MODE, NUM_CUSTOM_BASIC_BTN, SSL_KEYFILE, SSL_CERTFILE = get_conf('DARK_MODE', 'NUM_CUSTOM_BASIC_BTN', 'SSL_KEYFILE', 'SSL_CERTFILE')
-    INIT_SYS_PROMPT = get_conf('INIT_SYS_PROMPT')
-
-    # 如果WEB_PORT是-1, 则随机选取WEB端口
-    PORT = find_free_port() if WEB_PORT <= 0 else WEB_PORT
-    from check_proxy import get_current_version
-    from themes.theme import adjust_theme, advanced_css, theme_declaration, js_code_clear, js_code_reset, js_code_show_or_hide, js_code_show_or_hide_group2
-    from themes.theme import js_code_for_css_changing, js_code_for_toggle_darkmode, js_code_for_persistent_cookie_init
-    from themes.theme import load_dynamic_theme, to_cookie_str, from_cookie_str, init_cookie
-    title_html = f"<h1 align=\"center\">GPT 学术优化 {get_current_version()}</h1>{theme_declaration}"
-
-    # 问询记录, python 版本建议3.9+（越新越好）
-    import logging, uuid
-    os.makedirs(PATH_LOGGING, exist_ok=True)
+    import logging, uuid, traceback
+
     try:
-        logging.basicConfig(filename=f"{PATH_LOGGING}/chat_secrets.log", level=logging.INFO, encoding="utf-8",
-                            format="%(asctime)s %(levelname)-8s %(message)s", datefmt="%Y-%m-%d %H:%M:%S")
-    except:
-        logging.basicConfig(filename=f"{PATH_LOGGING}/chat_secrets.log", level=logging.INFO,
-                            format="%(asctime)s %(levelname)-8s %(message)s", datefmt="%Y-%m-%d %H:%M:%S")
-    # Disable logging output from the 'httpx' logger
-    logging.getLogger("httpx").setLevel(logging.WARNING)
-    print(f"所有问询记录将自动保存在本地目录./{PATH_LOGGING}/chat_secrets.log, 请注意自我隐私保护哦！")
-
-    # 一些普通功能模块
-    from core_functional import get_core_functions
-    functional = get_core_functions()
-
-    # 高级函数插件
-    from crazy_functional import get_crazy_functions
-    DEFAULT_FN_GROUPS = get_conf('DEFAULT_FN_GROUPS')
-    plugins = get_crazy_functions()
-    all_plugin_groups = list(set([g for _, plugin in plugins.items() for g in plugin['Group'].split('|')]))
-    match_group = lambda tags, groups: any([g in groups for g in tags.split('|')])
-
-    # 处理markdown文本格式的转变
-    gr.Chatbot.postprocess = format_io
-
-    # 做一些外观色彩上的调整
-    set_theme = adjust_theme()
-
-    # 代理与自动更新
-    from check_proxy import check_proxy, auto_update, warm_up_modules
-    proxy_info = check_proxy(proxies)
-
-    gr_L1 = lambda: gr.Row().style()
-    gr_L2 = lambda scale, elem_id: gr.Column(scale=scale, elem_id=elem_id, min_width=400)
-    if LAYOUT == "TOP-DOWN":
-        gr_L1 = lambda: DummyWith()
-        gr_L2 = lambda scale, elem_id: gr.Row()
-        CHATBOT_HEIGHT /= 2
-
-    cancel_handles = []
-    customize_btns = {}
-    predefined_btns = {}
-    with gr.Blocks(title="GPT 学术优化", theme=set_theme, analytics_enabled=False, css=advanced_css) as demo:
-        gr.HTML(title_html)
-        gr.HTML('''<center><a href="https://huggingface.co/spaces/qingxu98/gpt-academic?duplicate=true"><img src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a>请您打开此页面后务必点击上方的“复制空间”（Duplicate Space）按钮！<font color="#FF00FF">使用时，先在输入框填入API-KEY然后回车。</font><br/>切忌在“复制空间”（Duplicate Space）之前填入API_KEY或进行提问，否则您的API_KEY将极可能被空间所有者攫取！<br/>支持任意数量的OpenAI的密钥和API2D的密钥共存，例如输入"OpenAI密钥1,API2D密钥2"，然后提交，即可同时使用两种模型接口。</center>''')
-        secret_css, dark_mode, py_pickle_cookie = gr.Textbox(visible=False), gr.Textbox(DARK_MODE, visible=False), gr.Textbox(visible=False)
-        cookies = gr.State(load_chat_cookies())
-        with gr_L1():
-            with gr_L2(scale=2, elem_id="gpt-chat"):
-                chatbot = gr.Chatbot(label=f"当前模型：{LLM_MODEL}", elem_id="gpt-chatbot")
-                if LAYOUT == "TOP-DOWN":  chatbot.style(height=CHATBOT_HEIGHT)
-                history = gr.State([])
-            with gr_L2(scale=1, elem_id="gpt-panel"):
-                with gr.Accordion("输入区", open=True, elem_id="input-panel") as area_input_primary:
-                    with gr.Row():
-                        txt = gr.Textbox(show_label=False, lines=2, placeholder="输入问题或API密钥，输入多个密钥时，用英文逗号间隔。支持多个OpenAI密钥共存。").style(container=False)
-                    with gr.Row():
-                        submitBtn = gr.Button("提交", elem_id="elem_submit", variant="primary")
-                    with gr.Row():
-                        resetBtn = gr.Button("重置", elem_id="elem_reset", variant="secondary"); resetBtn.style(size="sm")
-                        stopBtn = gr.Button("停止", elem_id="elem_stop", variant="secondary"); stopBtn.style(size="sm")
-                        clearBtn = gr.Button("清除", elem_id="elem_clear", variant="secondary", visible=False); clearBtn.style(size="sm")
-                    # 如果需要启用音频，可以取消下面的注释
-                    # if ENABLE_AUDIO:
-                    #     with gr.Row():
-                    #         audio_mic = gr.Audio(source="microphone", type="numpy", elem_id="elem_audio", streaming=True, show_label=False).style(container=False)
-                    with gr.Row():
-                        status = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行。当前模型: {LLM_MODEL} \n {proxy_info}", elem_id="state-panel")
-
-                # 其他 UI 组件省略...
-
-        # 定义从 URL 参数中提取 base_url 和 api_key 的函数
-        def extract_api_credentials(request: gr.Request, cookies):
-            # 提取 URL 参数
-            params = request.query_params
-            base_url = params.get('base_url', None)
-            api_key = params.get('api_key', None)
-            
-            # 更新 cookies 或应用程序状态
-            if base_url:
-                cookies['base_url'] = base_url
-            if api_key:
-                cookies['api_key'] = api_key  # 警告：通过 URL 传递 API 密钥是不安全的
-            
-            return cookies
-
-        # 在应用加载时调用该函数
-        demo.load(
-            fn=extract_api_credentials,
-            inputs=[cookies],
-            outputs=[cookies]
-        )
-
-        # 准备传递给 predict 函数的输入
-        input_combo = [cookies, max_length_sl, md_dropdown, txt, gr.Textbox(visible=False), top_p, temperature, chatbot, history, system_prompt, gr.Textbox(visible=False)]
-        output_combo = [cookies, chatbot, history, status]
-        predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=[*input_combo, gr.State(True)], outputs=output_combo)
-
-        # 提交按钮和重置按钮
-        cancel_handles.append(txt.submit(**predict_args))
-        cancel_handles.append(submitBtn.click(**predict_args))
-        resetBtn.click(None, None, [chatbot, history, status], _js=js_code_reset)
-        resetBtn.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])
-
-        # 继续设置 Gradio 应用...
-
-        # 启动 Gradio 应用
-        demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", share=False, favicon_path="docs/logo.png", blocked_paths=["config.py","config_private.py","docker-compose.yml","Dockerfile"])
-
-    if __name__ == "__main__":
-        main()
+        # 安装 Gradio
+        subprocess.check_call([sys.executable, '-m', 'pip', 'install', 'https://public.agent-matrix.com/publish/gradio-3.32.8-py3-none-any.whl'])
+        import gradio as gr
+        print(f"Gradio version: {gr.__version__}")
+        if gr.__version__ not in ['3.32.8']:
+            raise ModuleNotFoundError("使用项目内置Gradio获取最优体验! 请运行 `pip install -r requirements.txt` 指令安装内置Gradio及其他依赖, 详情信息见requirements.txt.")
+        
+        from request_llms.bridge_all import predict
+        from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf, ArgsGeneralWrapper, load_chat_cookies, DummyWith
+        
+        # 获取配置
+        proxies, WEB_PORT, LLM_MODEL, CONCURRENT_COUNT, AUTHENTICATION = get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION')
+        CHATBOT_HEIGHT, LAYOUT, AVAIL_LLM_MODELS, AUTO_CLEAR_TXT = get_conf('CHATBOT_HEIGHT', 'LAYOUT', 'AVAIL_LLM_MODELS', 'AUTO_CLEAR_TXT')
+        ENABLE_AUDIO, AUTO_CLEAR_TXT, PATH_LOGGING, AVAIL_THEMES, THEME, ADD_WAIFU = get_conf('ENABLE_AUDIO', 'AUTO_CLEAR_TXT', 'PATH_LOGGING', 'AVAIL_THEMES', 'THEME', 'ADD_WAIFU')
+        DARK_MODE, NUM_CUSTOM_BASIC_BTN, SSL_KEYFILE, SSL_CERTFILE = get_conf('DARK_MODE', 'NUM_CUSTOM_BASIC_BTN', 'SSL_KEYFILE', 'SSL_CERTFILE')
+        INIT_SYS_PROMPT = get_conf('INIT_SYS_PROMPT')
+
+        # 如果WEB_PORT是-1, 则随机选取WEB端口
+        PORT = find_free_port() if WEB_PORT <= 0 else WEB_PORT
+        from check_proxy import get_current_version
+        from themes.theme import adjust_theme, advanced_css, theme_declaration, js_code_clear, js_code_reset, js_code_show_or_hide, js_code_show_or_hide_group2
+        from themes.theme import js_code_for_css_changing, js_code_for_toggle_darkmode, js_code_for_persistent_cookie_init
+        from themes.theme import load_dynamic_theme, to_cookie_str, from_cookie_str, init_cookie
+        title_html = f"<h1 align=\"center\">GPT 学术优化 {get_current_version()}</h1>{theme_declaration}"
+
+        # 问询记录, python 版本建议3.9+（越新越好）
+        os.makedirs(PATH_LOGGING, exist_ok=True)
+        try:
+            logging.basicConfig(filename=f"{PATH_LOGGING}/chat_secrets.log", level=logging.INFO, encoding="utf-8",
+                                format="%(asctime)s %(levelname)-8s %(message)s", datefmt="%Y-%m-%d %H:%M:%S")
+        except:
+            logging.basicConfig(filename=f"{PATH_LOGGING}/chat_secrets.log", level=logging.INFO,
+                                format="%(asctime)s %(levelname)-8s %(message)s", datefmt="%Y-%m-%d %H:%M:%S")
+        # Disable logging output from the 'httpx' logger
+        logging.getLogger("httpx").setLevel(logging.WARNING)
+        print(f"所有问询记录将自动保存在本地目录./{PATH_LOGGING}/chat_secrets.log, 请注意自我隐私保护哦！")
+
+        # 一些普通功能模块
+        from core_functional import get_core_functions
+        functional = get_core_functions()
+
+        # 高级函数插件
+        from crazy_functional import get_crazy_functions
+        DEFAULT_FN_GROUPS = get_conf('DEFAULT_FN_GROUPS')
+        plugins = get_crazy_functions()
+        all_plugin_groups = list(set([g for _, plugin in plugins.items() for g in plugin['Group'].split('|')]))
+        match_group = lambda tags, groups: any([g in groups for g in tags.split('|')])
+
+        # 处理markdown文本格式的转变
+        gr.Chatbot.postprocess = format_io
+
+        # 做一些外观色彩上的调整
+        set_theme = adjust_theme()
+
+        # 代理与自动更新
+        from check_proxy import check_proxy, auto_update, warm_up_modules
+        proxy_info = check_proxy(proxies)
+
+        gr_L1 = lambda: gr.Row().style()
+        gr_L2 = lambda scale, elem_id: gr.Column(scale=scale, elem_id=elem_id, min_width=400)
+        if LAYOUT == "TOP-DOWN":
+            gr_L1 = lambda: DummyWith()
+            gr_L2 = lambda scale, elem_id: gr.Row()
+            CHATBOT_HEIGHT /= 2
+
+        cancel_handles = []
+        customize_btns = {}
+        predefined_btns = {}
+        with gr.Blocks(title="GPT 学术优化", theme=set_theme, analytics_enabled=False, css=advanced_css) as demo:
+            gr.HTML(title_html)
+            gr.HTML('''<center><a href="https://huggingface.co/spaces/qingxu98/gpt-academic?duplicate=true"><img src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a>请您打开此页面后务必点击上方的“复制空间”（Duplicate Space）按钮！<font color="#FF00FF">使用时，先在输入框填入API-KEY然后回车。</font><br/>切忌在“复制空间”（Duplicate Space）之前填入API_KEY或进行提问，否则您的API_KEY将极可能被空间所有者攫取！<br/>支持任意数量的OpenAI的密钥和API2D的密钥共存，例如输入"OpenAI密钥1,API2D密钥2"，然后提交，即可同时使用两种模型接口。</center>''')
+            secret_css, dark_mode, py_pickle_cookie = gr.Textbox(visible=False), gr.Textbox(DARK_MODE, visible=False), gr.Textbox(visible=False)
+            cookies = gr.State(load_chat_cookies())
+            with gr_L1():
+                with gr_L2(scale=2, elem_id="gpt-chat"):
+                    chatbot = gr.Chatbot(label=f"当前模型：{LLM_MODEL}", elem_id="gpt-chatbot")
+                    if LAYOUT == "TOP-DOWN":  
+                        chatbot.style(height=CHATBOT_HEIGHT)
+                    history = gr.State([])
+                with gr_L2(scale=1, elem_id="gpt-panel"):
+                    with gr.Accordion("输入区", open=True, elem_id="input-panel") as area_input_primary:
+                        with gr.Row():
+                            txt = gr.Textbox(show_label=False, lines=2, placeholder="输入问题或API密钥，输入多个密钥时，用英文逗号间隔。支持多个OpenAI密钥共存。").style(container=False)
+                        with gr.Row():
+                            submitBtn = gr.Button("提交", elem_id="elem_submit", variant="primary")
+                        with gr.Row():
+                            resetBtn = gr.Button("重置", elem_id="elem_reset", variant="secondary"); resetBtn.style(size="sm")
+                            stopBtn = gr.Button("停止", elem_id="elem_stop", variant="secondary"); stopBtn.style(size="sm")
+                            clearBtn = gr.Button("清除", elem_id="elem_clear", variant="secondary", visible=False); clearBtn.style(size="sm")
+                        # 如果需要启用音频，可以取消下面的注释
+                        # if ENABLE_AUDIO:
+                        #     with gr.Row():
+                        #         audio_mic = gr.Audio(source="microphone", type="numpy", elem_id="elem_audio", streaming=True, show_label=False).style(container=False)
+                        with gr.Row():
+                            status = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行。当前模型: {LLM_MODEL} \n {proxy_info}", elem_id="state-panel")
+
+                    # 其他 UI 组件省略...
+
+            # 定义从 URL 参数中提取 base_url 和 api_key 的函数
+            def extract_api_credentials(request: gr.Request, cookies):
+                try:
+                    # 提取 URL 参数
+                    params = request.query_params
+                    base_url = params.get('base_url', None)
+                    api_key = params.get('api_key', None)
+                    
+                    print(f"Extracted base_url: {base_url}")
+                    print(f"Extracted api_key: {api_key}")
+                    
+                    # 更新 cookies 或应用程序状态
+                    if base_url:
+                        cookies['base_url'] = base_url
+                    if api_key:
+                        cookies['api_key'] = api_key  # 警告：通过 URL 传递 API 密钥是不安全的
+                    
+                    return cookies
+                except Exception as e:
+                    print(f"Error in extract_api_credentials: {e}")
+                    return cookies
+
+            # 在应用加载时调用该函数，确保传递 gr.Request 对象
+            demo.load(
+                fn=extract_api_credentials,
+                inputs=[gr.Request(), cookies],
+                outputs=[cookies]
+            )
+
+            # 准备传递给 predict 函数的输入
+            input_combo = [cookies, max_length_sl, md_dropdown, txt, txt2, top_p, temperature, chatbot, history, system_prompt, plugin_advanced_arg]
+            output_combo = [cookies, chatbot, history, status]
+            predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=[*input_combo, gr.State(True)], outputs=output_combo)
+
+            # 提交按钮和重置按钮
+            cancel_handles.append(txt.submit(**predict_args))
+            cancel_handles.append(txt2.submit(**predict_args))
+            cancel_handles.append(submitBtn.click(**predict_args))
+            cancel_handles.append(submitBtn2.click(**predict_args))
+            resetBtn.click(None, None, [chatbot, history, status], _js=js_code_reset)   # 先在前端快速清除chatbot&status
+            resetBtn2.click(None, None, [chatbot, history, status], _js=js_code_reset)  # 先在前端快速清除chatbot&status
+            resetBtn.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])    # 再在后端清除history
+            resetBtn2.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])   # 再在后端清除history
+            clearBtn.click(None, None, [txt, txt2], _js=js_code_clear)
+            clearBtn2.click(None, None, [txt, txt2], _js=js_code_clear)
+            if AUTO_CLEAR_TXT:
+                submitBtn.click(None, None, [txt, txt2], _js=js_code_clear)
+                submitBtn2.click(None, None, [txt, txt2], _js=js_code_clear)
+                txt.submit(None, None, [txt, txt2], _js=js_code_clear)
+                txt2.submit(None, None, [txt, txt2], _js=js_code_clear)
+            # 基础功能区的回调函数注册
+            for k in functional:
+                if ("Visible" in functional[k]) and (not functional[k]["Visible"]): continue
+                click_handle = functional[k]["Button"].click(fn=ArgsGeneralWrapper(predict), inputs=[*input_combo, gr.State(True), gr.State(k)], outputs=output_combo)
+                cancel_handles.append(click_handle)
+            for btn in customize_btns.values():
+                click_handle = btn.click(fn=ArgsGeneralWrapper(predict), inputs=[*input_combo, gr.State(True), gr.State(btn.value)], outputs=output_combo)
+                cancel_handles.append(click_handle)
+            # 文件上传区，接收文件后与chatbot的互动
+            file_upload.upload(on_file_uploaded, [file_upload, chatbot, txt, txt2, checkboxes, cookies], [chatbot, txt, txt2, cookies]).then(None, None, None,   _js=r"()=>{toast_push('上传完毕 ...'); cancel_loading_status();}")
+            file_upload_2.upload(on_file_uploaded, [file_upload_2, chatbot, txt, txt2, checkboxes, cookies], [chatbot, txt, txt2, cookies]).then(None, None, None, _js=r"()=>{toast_push('上传完毕 ...'); cancel_loading_status();}")
+            # 函数插件-固定按钮区
+            for k in plugins:
+                if not plugins[k].get("AsButton", True): continue
+                click_handle = plugins[k]["Button"].click(ArgsGeneralWrapper(plugins[k]["Function"]), [*input_combo], output_combo)
+                click_handle.then(on_report_generated, [cookies, file_upload, chatbot], [cookies, file_upload, chatbot])
+                cancel_handles.append(click_handle)
+            # 函数插件-下拉菜单与随变按钮的互动
+            def on_dropdown_changed(k):
+                variant = plugins[k]["Color"] if "Color" in plugins else "secondary"
+                info = plugins[k].get("Info", k)
+                ret = {switchy_bt: gr.update(value=k, variant=variant, info_str=f'函数插件区: {info}')}
+                if plugins[k].get("AdvancedArgs", False): # 是否唤起高级插件参数区
+                    ret.update({plugin_advanced_arg: gr.update(visible=True,  label=f"插件[{k}]的高级参数说明：" + plugins[k].get("ArgsReminder", [f"没有提供高级参数功能说明"]))})
+                else:
+                    ret.update({plugin_advanced_arg: gr.update(visible=False, label=f"插件[{k}]不需要高级参数。")})
+                return ret
+            dropdown.select(on_dropdown_changed, [dropdown], [switchy_bt, plugin_advanced_arg] )
+
+            def on_md_dropdown_changed(k):
+                return {chatbot: gr.update(label="当前模型："+k)}
+            md_dropdown.select(on_md_dropdown_changed, [md_dropdown], [chatbot] )
+
+            def on_theme_dropdown_changed(theme, secret_css):
+                adjust_theme, css_part1, _, adjust_dynamic_theme = load_dynamic_theme(theme)
+                if adjust_dynamic_theme:
+                    css_part2 = adjust_dynamic_theme._get_theme_css()
+                else:
+                    css_part2 = adjust_theme()._get_theme_css()
+                return css_part2 + css_part1
+
+            theme_handle = theme_dropdown.select(on_theme_dropdown_changed, [theme_dropdown, secret_css], [secret_css])
+            theme_handle.then(
+                None,
+                [secret_css],
+                None,
+                _js=js_code_for_css_changing
+            )
+            # 随变按钮的回调函数注册
+            def route(request: gr.Request, k, *args, **kwargs):
+                if k in [r"打开插件列表", r"请先从插件列表中选择"]: return
+                yield from ArgsGeneralWrapper(plugins[k]["Function"])(request, *args, **kwargs)
+            click_handle = switchy_bt.click(route,[switchy_bt, *input_combo], output_combo)
+            click_handle.then(on_report_generated, [cookies, file_upload, chatbot], [cookies, file_upload, chatbot])
+            cancel_handles.append(click_handle)
+            # 终止按钮的回调函数注册
+            stopBtn.click(fn=None, inputs=None, outputs=None, cancels=cancel_handles)
+            stopBtn2.click(fn=None, inputs=None, outputs=None, cancels=cancel_handles)
+            plugins_as_btn = {name:plugin for name, plugin in plugins.items() if plugin.get('Button', None)}
+            def on_group_change(group_list):
+                btn_list = []
+                fns_list = []
+                if not group_list: # 处理特殊情况：没有选择任何插件组
+                    return [*[plugin['Button'].update(visible=False) for _, plugin in plugins_as_btn.items()], gr.Dropdown.update(choices=[])]
+                for k, plugin in plugins.items():
+                    if plugin.get("AsButton", True):
+                        btn_list.append(plugin['Button'].update(visible=match_group(plugin['Group'], group_list))) # 刷新按钮
+                        if plugin.get('AdvancedArgs', False): fns_list.append(k) # 对于需要高级参数的插件，亦在下拉菜单中显示
+                    elif match_group(plugin['Group'], group_list): fns_list.append(k) # 刷新下拉列表
+                return [*btn_list, gr.Dropdown.update(choices=fns_list)]
+            plugin_group_sel.select(fn=on_group_change, inputs=[plugin_group_sel], outputs=[*[plugin['Button'] for name, plugin in plugins_as_btn.items()], dropdown])
+            if ENABLE_AUDIO:
+                from crazy_functions.live_audio.audio_io import RealtimeAudioDistribution
+                rad = RealtimeAudioDistribution()
+                def deal_audio(audio, cookies):
+                    rad.feed(cookies['uuid'].hex, audio)
+                audio_mic.stream(deal_audio, inputs=[audio_mic, cookies])
+
+            # 定义从 URL 参数中提取 base_url 和 api_key 的函数（已定义上面）
+
+            # 应用加载时调用该函数（已修改传递 gr.Request）
+            # 已在上面调用
+
+            # 启动 Gradio 的延迟任务
+            def run_delayed_tasks():
+                import threading, webbrowser, time
+                print(f"如果浏览器没有自动打开，请复制并转到以下URL：")
+                if DARK_MODE:   
+                    print(f"\t「暗色主题已启用（支持动态切换主题）」: http://localhost:{PORT}")
+                else:           
+                    print(f"\t「亮色主题已启用（支持动态切换主题）」: http://localhost:{PORT}")
+
+                def auto_updates(): 
+                    time.sleep(0)
+                    auto_update()
+                def open_browser(): 
+                    time.sleep(2)
+                    webbrowser.open_new_tab(f"http://localhost:{PORT}")
+                def warm_up_mods(): 
+                    time.sleep(6)
+                    warm_up_modules()
+
+                threading.Thread(target=auto_updates, name="self-upgrade", daemon=True).start() # 查看自动更新
+                threading.Thread(target=open_browser, name="open-browser", daemon=True).start() # 打开浏览器页面
+                threading.Thread(target=warm_up_mods, name="warm-up", daemon=True).start()      # 预热tiktoken模块
+
+            run_delayed_tasks()
+            demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", share=False, favicon_path="docs/logo.png", 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')
+            # if CUSTOM_PATH != "/":
+            #     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",
+            #                 blocked_paths=["config.py","config_private.py","docker-compose.yml","Dockerfile",f"{PATH_LOGGING}/admin"])
+
+    except Exception as e:
+        print("Unhandled exception during application startup:")
+        traceback.print_exc()
+        sys.exit(1)
+
+if __name__ == "__main__":
+    main()