gpt-academic

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gpt-academic / app.py

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	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),
	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).
	</br></br>普通对话使用说明: 1. 输入问题; 2. 点击提交
	</br></br>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
	</br></br>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
	</br></br>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
	</br></br>如何保存对话: 点击保存当前的对话按钮
	</br></br>如何语音对话: 请阅读Wiki
	</br></br>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 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)
	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")
	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=True, elem_id="plugin-panel") 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=True, 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",)
	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)

	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")
	def assign_btn(persistent_cookie_, cookies_, basic_btn_dropdown_, basic_fn_title, basic_fn_prefix, basic_fn_suffix, clean_up=False):
	ret = {}
	# 读取之前的自定义按钮
	customize_fn_overwrite_ = cookies_['customize_fn_overwrite']
	# 更新新的自定义按钮
	customize_fn_overwrite_.update({
	basic_btn_dropdown_:
	{
	"Title":basic_fn_title,
	"Prefix":basic_fn_prefix,
	"Suffix":basic_fn_suffix,
	}
	}
	)
	if clean_up:
	customize_fn_overwrite_ = {}
	cookies_.update(customize_fn_overwrite_) # 更新cookie
	visible = (not clean_up) and (basic_fn_title != "")
	if basic_btn_dropdown_ in customize_btns:
	# 是自定义按钮，不是预定义按钮
	ret.update({customize_btns[basic_btn_dropdown_]: gr.update(visible=visible, value=basic_fn_title)})
	else:
	# 是预定义按钮
	ret.update({predefined_btns[basic_btn_dropdown_]: gr.update(visible=visible, value=basic_fn_title)})
	ret.update({cookies: cookies_})
	try: persistent_cookie_ = from_cookie_str(persistent_cookie_) # persistent cookie to dict
	except: persistent_cookie_ = {}
	persistent_cookie_["custom_bnt"] = customize_fn_overwrite_ # dict update new value
	persistent_cookie_ = to_cookie_str(persistent_cookie_) # persistent cookie to dict
	ret.update({py_pickle_cookie: persistent_cookie_}) # write persistent cookie
	return ret

	# update btn
	h = basic_fn_confirm.click(assign_btn, [py_pickle_cookie, cookies, basic_btn_dropdown, basic_fn_title, basic_fn_prefix, basic_fn_suffix],
	[py_pickle_cookie, cookies, customize_btns.values(), predefined_btns.values()])
	h.then(None, [py_pickle_cookie], None, _js="""(py_pickle_cookie)=>{setCookie("py_pickle_cookie", py_pickle_cookie, 365);}""")
	# clean up btn
	h2 = basic_fn_clean.click(assign_btn, [py_pickle_cookie, cookies, basic_btn_dropdown, basic_fn_title, basic_fn_prefix, basic_fn_suffix, gr.State(True)],
	[py_pickle_cookie, cookies, customize_btns.values(), predefined_btns.values()])
	h2.then(None, [py_pickle_cookie], None, _js="""(py_pickle_cookie)=>{setCookie("py_pickle_cookie", py_pickle_cookie, 365);}""")

	def persistent_cookie_reload(persistent_cookie_, cookies_):
	ret = {}
	for k in customize_btns:
	ret.update({customize_btns[k]: gr.update(visible=False, value="")})

	try: persistent_cookie_ = from_cookie_str(persistent_cookie_) # persistent cookie to dict
	except: return ret

	customize_fn_overwrite_ = persistent_cookie_.get("custom_bnt", {})
	cookies_['customize_fn_overwrite'] = customize_fn_overwrite_
	ret.update({cookies: cookies_})

	for k,v in persistent_cookie_["custom_bnt"].items():
	if v['Title'] == "": continue
	if k in customize_btns: ret.update({customize_btns[k]: gr.update(visible=True, value=v['Title'])})
	else: ret.update({predefined_btns[k]: gr.update(visible=True, value=v['Title'])})
	return ret

	# 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])


	demo.load(init_cookie, inputs=[cookies], outputs=[cookies])
	demo.load(persistent_cookie_reload, inputs = [py_pickle_cookie, cookies],
	outputs = [py_pickle_cookie, cookies, customize_btns.values(), predefined_btns.values()], _js=js_code_for_persistent_cookie_init)
	demo.load(None, inputs=[dark_mode], outputs=None, _js="""(dark_mode)=>{apply_cookie_for_checkbox(dark_mode);}""") # 配置暗色主题或亮色主题
	demo.load(None, inputs=[gr.Textbox(LAYOUT, visible=False)], outputs=None, _js='(LAYOUT)=>{GptAcademicJavaScriptInit(LAYOUT);}')

	# 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

	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"])

	if __name__ == "__main__":
	main()