File size: 25,004 Bytes
09ab60c
a287230
6aba339
c28388c
971ac20
6aba339
971ac20
 
6aba339
8a5e8bc
6aba339
5c0a088
 
971ac20
 
5c0a088
6aba339
 
 
971ac20
 
6aba339
8a5e8bc
971ac20
 
 
 
 
 
 
 
 
 
27d01c0
6aba339
8a5e8bc
f8946c1
 
 
8a5e8bc
 
f8946c1
27d01c0
6aba339
 
 
e39c511
6aba339
 
5c0a088
 
 
 
e39c511
6aba339
 
27d01c0
6aba339
 
f76ec64
6aba339
b0409b9
6aba339
b87bfea
6aba339
8a5e8bc
26af2b1
6aba339
8a5e8bc
6aba339
b87bfea
6aba339
8a5e8bc
6aba339
ae56cab
971ac20
8a5e8bc
6aba339
8a5e8bc
 
 
6aba339
8a5e8bc
 
6aba339
ae56cab
6aba339
971ac20
6aba339
971ac20
 
 
8a5e8bc
 
 
6aba339
8a5e8bc
 
6aba339
 
5159a1e
6aba339
971ac20
5c0a088
8a5e8bc
6aba339
8a5e8bc
5c0a088
 
 
6aba339
5c0a088
 
 
 
971ac20
 
 
6aba339
 
5c0a088
 
 
 
 
1139d39
8a5e8bc
1139d39
c3cafd8
 
1139d39
5c0a088
6aba339
8a5e8bc
971ac20
 
 
 
 
 
 
 
 
 
 
6aba339
 
971ac20
 
 
 
 
 
 
 
f8946c1
 
 
 
 
 
 
 
971ac20
6aba339
971ac20
 
 
 
 
 
 
 
 
f6483c9
 
b42f2f7
5c0a088
6aba339
 
 
 
 
971ac20
 
4120b05
 
c3cafd8
971ac20
6aba339
c3cafd8
6aba339
1139d39
6aba339
f8946c1
6aba339
 
 
 
 
 
 
4120b05
 
8a5e8bc
 
 
 
 
6aba339
 
5159a1e
6aba339
 
 
5c0a088
971ac20
6aba339
5c0a088
 
f8946c1
9f9848c
6aba339
 
 
5c0a088
971ac20
 
5c0a088
 
1139d39
c3cafd8
1139d39
c3cafd8
971ac20
ac219f4
 
 
971ac20
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6aba339
8a5e8bc
26af2b1
5c0a088
f8946c1
9f9848c
92d4400
6aba339
 
 
5c0a088
 
 
 
 
 
 
 
 
 
 
 
 
8a5e8bc
 
 
 
 
 
6aba339
8a5e8bc
 
 
 
 
971ac20
 
 
 
 
 
 
 
 
 
 
 
 
 
8a5e8bc
6aba339
 
 
 
971ac20
 
26af2b1
6aba339
971ac20
6aba339
 
b0409b9
6aba339
 
7842cf0
27d01c0
a0f15f1
e90eee2
 
 
 
 
7842cf0
 
27d01c0
6aba339
b42f2f7
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染

def main():
    import subprocess, sys
    subprocess.check_call([sys.executable, '-m', 'pip', 'install', 'https://github.com/binary-husky/gpt_academic/raw/master/docs/gradio-3.32.6-py3-none-any.whl'])
    import gradio as gr
    if gr.__version__ not in ['3.32.6']: 
        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_llm.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, 避免不小心传github被别人看到
    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 = get_conf('ENABLE_AUDIO', 'AUTO_CLEAR_TXT', 'PATH_LOGGING', 'AVAIL_THEMES', 'THEME')
    DARK_MODE, = get_conf('DARK_MODE')

    # 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, load_dynamic_theme

    initial_prompt = "Serve me as a writing and programming assistant."
    title_html = f"<h1 align=\"center\">GPT 学术优化 {get_current_version()}</h1>{theme_declaration}"
    description =  "Github源代码开源和更新[地址🚀](https://github.com/binary-husky/gpt_academic), "
    description += "感谢热情的[开发者们❤️](https://github.com/binary-husky/gpt_academic/graphs/contributors)."
    description += "</br></br>常见问题请查阅[项目Wiki](https://github.com/binary-husky/gpt_academic/wiki), "
    description += "如遇到Bug请前往[Bug反馈](https://github.com/binary-husky/gpt_academic/issues)."
    description += "</br></br>普通对话使用说明: 1. 输入问题; 2. 点击提交"
    description += "</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"
    description += "</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"
    description += "</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"
    description += "</br></br>如何保存对话: 点击保存当前的对话按钮"
    description += "</br></br>如何语音对话: 请阅读Wiki"

    # 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)
    if LAYOUT == "TOP-DOWN":
        gr_L1 = lambda: DummyWith()
        gr_L2 = lambda scale, elem_id: gr.Row()
        CHATBOT_HEIGHT /= 2

    cancel_handles = []
    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 = gr.Textbox(visible=False), gr.Textbox(DARK_MODE, 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OpenAI密钥和API2D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", 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 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")
                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“文件上传区”。上传本地文件/压缩包供函数插件调用。", 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"):
            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")
    
                with gr.Tab("更换模型 & Prompt", 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=initial_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)
                    dark_mode_btn = gr.Button("切换界面明暗 ☀", variant="secondary").style(size="sm")
                    dark_mode_btn.click(None, None, None, _js="""() => {

                            if (document.querySelectorAll('.dark').length) {

                                document.querySelectorAll('.dark').forEach(el => el.classList.remove('dark'));

                            } else {

                                document.querySelector('body').classList.add('dark');

                            }

                        }""",
                    )
                with gr.Tab("帮助", elem_id="interact-panel"):
                    gr.Markdown(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.", 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", variant="secondary", visible=False); clearBtn2.style(size="sm")

        # 功能区显示开关与功能区的互动
        def fn_area_visibility(a):
            ret = {}
            ret.update({area_basic_fn: gr.update(visible=("基础功能区" in a))})
            ret.update({area_crazy_fn: gr.update(visible=("函数插件区" in a))})
            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({clearBtn: gr.update(visible=("输入清除键" in a))})
            ret.update({clearBtn2: gr.update(visible=("输入清除键" 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, clearBtn, clearBtn2, plugin_advanced_arg] )
        # 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(lambda: ([], [], "已重置"), None, [chatbot, history, status])
        resetBtn2.click(lambda: ([], [], "已重置"), None, [chatbot, history, status])
        clearBtn.click(lambda: ("",""), None, [txt, txt2])
        clearBtn2.click(lambda: ("",""), None, [txt, txt2])
        if AUTO_CLEAR_TXT:
            submitBtn.click(lambda: ("",""), None, [txt, txt2])
            submitBtn2.click(lambda: ("",""), None, [txt, txt2])
            txt.submit(lambda: ("",""), None, [txt, txt2])
            txt2.submit(lambda: ("",""), None, [txt, txt2])
        # 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)
        # 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])
        file_upload_2.upload(on_file_uploaded, [file_upload_2, chatbot, txt, txt2, checkboxes, cookies], [chatbot, txt, txt2, cookies])
        # 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="""(css) => {

                var existingStyles = document.querySelectorAll("style[data-loaded-css]");

                for (var i = 0; i < existingStyles.length; i++) {

                    var style = existingStyles[i];

                    style.parentNode.removeChild(style);

                }

                var styleElement = document.createElement('style');

                styleElement.setAttribute('data-loaded-css', css);

                styleElement.innerHTML = css;

                document.head.appendChild(styleElement);

            }

            """
        )
        # 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])

        def init_cookie(cookies, chatbot):
            # 为每一位访问的用户赋予一个独一无二的uuid编码
            cookies.update({'uuid': uuid.uuid4()})
            return cookies
        demo.load(init_cookie, inputs=[cookies, chatbot], outputs=[cookies])
        darkmode_js = """(dark) => {

            dark = dark == "True";

            if (document.querySelectorAll('.dark').length) {

                if (!dark){

                    document.querySelectorAll('.dark').forEach(el => el.classList.remove('dark'));

                }

            } else {

                if (dark){

                    document.querySelector('body').classList.add('dark');

                }

            }

        }"""
        demo.load(None, inputs=[dark_mode], outputs=None, _js=darkmode_js)    # 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 auto_opentab_delay():
        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 open():
            time.sleep(2)       # 打开浏览器
            webbrowser.open_new_tab(f"http://localhost:{PORT}")
        threading.Thread(target=open, name="open-browser", daemon=True).start()
        threading.Thread(target=auto_update, name="self-upgrade", daemon=True).start()
        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", 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"])

if __name__ == "__main__":
    main()