import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染 os.system("pip install --upgrade pip") os.system("pip uninstall -y gradio") os.system("pip install https://public.agent-matrix.com/publish/gradio-3.32.9-py3-none-any.whl") # 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). #

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). #

普通对话使用说明: 1. 输入问题; 2. 点击提交 #

基础功能区使用说明: 1. 输入文本; 2. 点击任意基础功能区按钮 #

函数插件区使用说明: 1. 输入路径/问题, 或者上传文件; 2. 点击任意函数插件区按钮 #

虚空终端使用说明: 点击虚空终端, 然后根据提示输入指令, 再次点击虚空终端 #

如何保存对话: 点击保存当前的对话按钮 #

如何语音对话: 请阅读Wiki #

如何临时更换API_KEY: 在输入区输入临时API_KEY后提交（网页刷新后失效）""" def enable_log(PATH_LOGGING): import logging, uuid admin_log_path = os.path.join(PATH_LOGGING, "admin") os.makedirs(admin_log_path, exist_ok=True) log_dir = os.path.join(admin_log_path, "chat_secrets.log") try:logging.basicConfig(filename=log_dir, level=logging.INFO, encoding="utf-8", format="%(asctime)s %(levelname)-8s %(message)s", datefmt="%Y-%m-%d %H:%M:%S") except:logging.basicConfig(filename=log_dir, 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"所有对话记录将自动保存在本地目录{log_dir}, 请注意自我隐私保护哦！") def main(): import gradio as gr # if gr.__version__ not in ['3.32.9']: # 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.") print(gr.__version__ ) 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') NUM_CUSTOM_BASIC_BTN, SSL_KEYFILE, SSL_CERTFILE = get_conf('NUM_CUSTOM_BASIC_BTN', 'SSL_KEYFILE', 'SSL_CERTFILE') DARK_MODE, INIT_SYS_PROMPT, ADD_WAIFU = get_conf('DARK_MODE', 'INIT_SYS_PROMPT', 'ADD_WAIFU') # 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, assign_user_uuid title_html = f"

GPT 学术优化 {get_current_version()}

{theme_declaration}" # 对话、日志记录 enable_log(PATH_LOGGING) # 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() 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 app_block: gr.HTML(title_html) secret_css, web_cookie_cache = gr.Textbox(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, placeholder="Input question here.", elem_id='user_input_main').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") 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") with gr.Accordion("基础功能区", open=True, elem_id="basic-panel") as area_basic_fn: with gr.Row(): for k in range(NUM_CUSTOM_BASIC_BTN): customize_btn = gr.Button("自定义按钮" + str(k+1), visible=False, variant="secondary", info_str=f'基础功能区: 自定义按钮') customize_btn.style(size="sm") customize_btns.update({"自定义按钮" + str(k+1): customize_btn}) for k in functional: if ("Visible" in functional[k]) and (not functional[k]["Visible"]): continue variant = functional[k]["Color"] if "Color" in functional[k] else "secondary" functional[k]["Button"] = gr.Button(k, variant=variant, info_str=f'基础功能区: {k}') functional[k]["Button"].style(size="sm") predefined_btns.update({k: functional[k]["Button"]}) with gr.Accordion("函数插件区", open=False, elem_id="plugin-panel",visible=False) as area_crazy_fn: with gr.Row(): gr.Markdown("插件可读取“输入区”文本/路径作为参数（上传文件自动修正路径）") with gr.Row(elem_id="input-plugin-group"): plugin_group_sel = gr.Dropdown(choices=all_plugin_groups, label='', show_label=False, value=DEFAULT_FN_GROUPS, multiselect=True, interactive=True, elem_classes='normal_mut_select').style(container=False) with gr.Row(): for k, plugin in plugins.items(): if not plugin.get("AsButton", True): continue visible = True if match_group(plugin['Group'], DEFAULT_FN_GROUPS) else False variant = plugins[k]["Color"] if "Color" in plugin else "secondary" info = plugins[k].get("Info", k) plugin['Button'] = plugins[k]['Button'] = gr.Button(k, variant=variant, visible=visible, info_str=f'函数插件区: {info}').style(size="sm") with gr.Row(): with gr.Accordion("更多函数插件", open=True): dropdown_fn_list = [] for k, plugin in plugins.items(): if not match_group(plugin['Group'], DEFAULT_FN_GROUPS): continue if not plugin.get("AsButton", True): dropdown_fn_list.append(k) # 排除已经是按钮的插件 elif plugin.get('AdvancedArgs', False): dropdown_fn_list.append(k) # 对于需要高级参数的插件，亦在下拉菜单中显示 with gr.Row(): dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="", show_label=False).style(container=False) with gr.Row(): plugin_advanced_arg = gr.Textbox(show_label=True, label="高级参数输入区", visible=False, placeholder="这里是特殊函数插件的高级参数输入区").style(container=False) with gr.Row(): switchy_bt = gr.Button(r"请先从插件列表中选择", variant="secondary").style(size="sm") with gr.Row(): with gr.Accordion("点击展开“文件下载区”。", open=False) as area_file_up: file_upload = gr.Files(label="任何文件, 推荐上传压缩文件(zip, tar)", file_count="multiple", elem_id="elem_upload") with gr.Floating(init_x="0%", init_y="0%", visible=False, width=None, drag="forbidden", elem_id="tooltip"): with gr.Row(): with gr.Tab("上传文件", elem_id="interact-panel"): gr.Markdown("请上传本地文件/压缩包供“函数插件区”功能调用。请注意: 上传文件后会自动把输入区修改为相应路径。") file_upload_2 = gr.Files(label="任何文件, 推荐上传压缩文件(zip, tar)", file_count="multiple", elem_id="elem_upload_float") with gr.Tab("更换模型", elem_id="interact-panel"): md_dropdown = gr.Dropdown(AVAIL_LLM_MODELS, value=LLM_MODEL, label="更换LLM模型/请求源").style(container=False) top_p = gr.Slider(minimum=-0, maximum=1.0, value=1.0, step=0.01,interactive=True, label="Top-p (nucleus sampling)",) temperature = gr.Slider(minimum=-0, maximum=2.0, value=1.0, step=0.01, interactive=True, label="Temperature", elem_id="elem_temperature") max_length_sl = gr.Slider(minimum=256, maximum=1024*32, value=4096, step=128, interactive=True, label="Local LLM MaxLength",) system_prompt = gr.Textbox(show_label=True, lines=2, placeholder=f"System Prompt", label="System prompt", value=INIT_SYS_PROMPT, elem_id="elem_prompt") temperature.change(None, inputs=[temperature], outputs=None, _js="""(temperature)=>gpt_academic_gradio_saveload("save", "elem_prompt", "js_temperature_cookie", temperature)""") system_prompt.change(None, inputs=[system_prompt], outputs=None, _js="""(system_prompt)=>gpt_academic_gradio_saveload("save", "elem_prompt", "js_system_prompt_cookie", system_prompt)""") with gr.Tab("界面外观", elem_id="interact-panel"): theme_dropdown = gr.Dropdown(AVAIL_THEMES, value=THEME, label="更换UI主题").style(container=False) checkboxes = gr.CheckboxGroup(["基础功能区", "函数插件区", "浮动输入区", "输入清除键", "插件参数区"], value=["基础功能区", "函数插件区"], label="显示/隐藏功能区", elem_id='cbs').style(container=False) opt = ["自定义菜单"] value=[] if ADD_WAIFU: opt += ["添加Live2D形象"]; value += ["添加Live2D形象"] checkboxes_2 = gr.CheckboxGroup(opt, value=value, label="显示/隐藏自定义菜单", elem_id='cbsc').style(container=False) dark_mode_btn = gr.Button("切换界面明暗 ☀", variant="secondary").style(size="sm") dark_mode_btn.click(None, None, None, _js=js_code_for_toggle_darkmode) # with gr.Tab("帮助", elem_id="interact-panel"): # gr.Markdown(help_menu_description) with gr.Floating(init_x="20%", init_y="50%", visible=False, width="40%", drag="top") as area_input_secondary: with gr.Accordion("浮动输入区", open=True, elem_id="input-panel2"): with gr.Row() as row: row.style(equal_height=True) with gr.Column(scale=10): txt2 = gr.Textbox(show_label=False, placeholder="Input question here.", elem_id='user_input_float', lines=8, label="输入区2").style(container=False) with gr.Column(scale=1, min_width=40): submitBtn2 = gr.Button("提交", variant="primary"); submitBtn2.style(size="sm") resetBtn2 = gr.Button("重置", variant="secondary"); resetBtn2.style(size="sm") stopBtn2 = gr.Button("停止", variant="secondary"); stopBtn2.style(size="sm") clearBtn2 = gr.Button("清除", elem_id="elem_clear2", variant="secondary", visible=False); clearBtn2.style(size="sm") with gr.Floating(init_x="20%", init_y="50%", visible=False, width="40%", drag="top") as area_customize: with gr.Accordion("自定义菜单", open=True, elem_id="edit-panel"): with gr.Row() as row: with gr.Column(scale=10): AVAIL_BTN = [btn for btn in customize_btns.keys()] + [k for k in functional] basic_btn_dropdown = gr.Dropdown(AVAIL_BTN, value="自定义按钮1", label="选择一个需要自定义基础功能区按钮").style(container=False) basic_fn_title = gr.Textbox(show_label=False, placeholder="输入新按钮名称", lines=1).style(container=False) basic_fn_prefix = gr.Textbox(show_label=False, placeholder="输入新提示前缀", lines=4).style(container=False) basic_fn_suffix = gr.Textbox(show_label=False, placeholder="输入新提示后缀", lines=4).style(container=False) with gr.Column(scale=1, min_width=70): basic_fn_confirm = gr.Button("确认并保存", variant="primary"); basic_fn_confirm.style(size="sm") basic_fn_clean = gr.Button("恢复默认", variant="primary"); basic_fn_clean.style(size="sm") from shared_utils.cookie_manager import assign_btn__fn_builder assign_btn = assign_btn__fn_builder(customize_btns, predefined_btns, cookies, web_cookie_cache) # update btn h = basic_fn_confirm.click(assign_btn, [web_cookie_cache, cookies, basic_btn_dropdown, basic_fn_title, basic_fn_prefix, basic_fn_suffix], [web_cookie_cache, cookies, *customize_btns.values(), *predefined_btns.values()]) h.then(None, [web_cookie_cache], None, _js="""(web_cookie_cache)=>{setCookie("web_cookie_cache", web_cookie_cache, 365);}""") # clean up btn h2 = basic_fn_clean.click(assign_btn, [web_cookie_cache, cookies, basic_btn_dropdown, basic_fn_title, basic_fn_prefix, basic_fn_suffix, gr.State(True)], [web_cookie_cache, cookies, *customize_btns.values(), *predefined_btns.values()]) h2.then(None, [web_cookie_cache], None, _js="""(web_cookie_cache)=>{setCookie("web_cookie_cache", web_cookie_cache, 365);}""") # 功能区显示开关与功能区的互动 def fn_area_visibility(a): ret = {} ret.update({area_input_primary: gr.update(visible=("浮动输入区" not in a))}) ret.update({area_input_secondary: gr.update(visible=("浮动输入区" in a))}) ret.update({plugin_advanced_arg: gr.update(visible=("插件参数区" in a))}) if "浮动输入区" in a: ret.update({txt: gr.update(value="")}) return ret checkboxes.select(fn_area_visibility, [checkboxes], [area_basic_fn, area_crazy_fn, area_input_primary, area_input_secondary, txt, txt2, plugin_advanced_arg] ) checkboxes.select(None, [checkboxes], None, _js=js_code_show_or_hide) # 功能区显示开关与功能区的互动 def fn_area_visibility_2(a): ret = {} ret.update({area_customize: gr.update(visible=("自定义菜单" in a))}) return ret checkboxes_2.select(fn_area_visibility_2, [checkboxes_2], [area_customize] ) checkboxes_2.select(None, [checkboxes_2], None, _js=js_code_show_or_hide_group2) # 整理反复出现的控件句柄组合 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、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[k] 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): dropdown_fn_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]) app_block.load(assign_user_uuid, inputs=[cookies], outputs=[cookies]) from shared_utils.cookie_manager import load_web_cookie_cache__fn_builder load_web_cookie_cache = load_web_cookie_cache__fn_builder(customize_btns, cookies, predefined_btns) app_block.load(load_web_cookie_cache, inputs = [web_cookie_cache, cookies], outputs = [web_cookie_cache, cookies, *customize_btns.values(), *predefined_btns.values()], _js=js_code_for_persistent_cookie_init) app_block.load(None, inputs=[], outputs=None, _js=f"""()=>GptAcademicJavaScriptInit("{DARK_MODE}","{INIT_SYS_PROMPT}","{ADD_WAIFU}","{LAYOUT}")""") # 配置暗色主题或亮色主题 # gradio的inbrowser触发不太稳定，回滚代码到原始的浏览器打开函数 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 # 运行一些异步任务：自动更新、打开浏览器页面、预热tiktoken模块 run_delayed_tasks() # 最后，正式开始服务 from shared_utils.fastapi_server import start_app start_app(app_block, CONCURRENT_COUNT, AUTHENTICATION, PORT, SSL_KEYFILE, SSL_CERTFILE) if __name__ == "__main__": main()