File size: 30,726 Bytes
50c7466
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
fe34531
50c7466
 
 
 
 
 
 
 
 
 
1ddd490
50c7466
 
 
 
 
 
 
 
 
 
328bff4
50c7466
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染
import pickle
import base64

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_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, 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, 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, load_dynamic_theme

    title_html = f"<h1 align=\"center\">GPT 学术优化 {get_current_version()} X B3n-AI</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"
    description += "</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)"

    # 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 = []
    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://docs.b3n.fun/key"><alt="免费获取 令牌 / Key">免费获取 令牌 / Key ↗</a></center>''')
        secret_css, dark_mode, persistent_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="先输入 令牌 / Key ,发送后。再输入问题。").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"")
                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=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)
                    checkboxes_2 = gr.CheckboxGroup(["自定义菜单"], 
                                                  value=[], label="显示/隐藏自定义菜单", 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")

        def to_cookie_str(d):
            # Pickle the dictionary and encode it as a string
            pickled_dict = pickle.dumps(d)
            cookie_value = base64.b64encode(pickled_dict).decode('utf-8')
            return cookie_value
        
        def from_cookie_str(c):
            # Decode the base64-encoded string and unpickle it into a dictionary
            pickled_dict = base64.b64decode(c.encode('utf-8'))
            return pickle.loads(pickled_dict)

        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_load    = gr.Button("加载已保存", variant="primary"); basic_fn_load.style(size="sm")
                        def assign_btn(persistent_cookie_, cookies_, basic_btn_dropdown_, basic_fn_title, basic_fn_prefix, basic_fn_suffix):
                            ret = {}
                            customize_fn_overwrite_ = cookies_['customize_fn_overwrite']
                            customize_fn_overwrite_.update({
                                basic_btn_dropdown_:
                                    {
                                        "Title":basic_fn_title,
                                        "Prefix":basic_fn_prefix,
                                        "Suffix":basic_fn_suffix,
                                    }
                                }
                            )
                            cookies_.update(customize_fn_overwrite_)
                            if basic_btn_dropdown_ in customize_btns:
                                ret.update({customize_btns[basic_btn_dropdown_]: gr.update(visible=True, value=basic_fn_title)})
                            else:
                                ret.update({predefined_btns[basic_btn_dropdown_]: gr.update(visible=True, 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({persistent_cookie: persistent_cookie_})                             # write persistent cookie
                            return ret
                        
                        def reflesh_btn(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
                        
                        basic_fn_load.click(reflesh_btn, [persistent_cookie, cookies],[cookies, *customize_btns.values(), *predefined_btns.values()])
                        h = basic_fn_confirm.click(assign_btn, [persistent_cookie, cookies, basic_btn_dropdown, basic_fn_title, basic_fn_prefix, basic_fn_suffix], 
                                                   [persistent_cookie, cookies, *customize_btns.values(), *predefined_btns.values()])
                        h.then(None, [persistent_cookie], None, _js="""(persistent_cookie)=>{setCookie("persistent_cookie", persistent_cookie, 5);}""") # save persistent cookie

        # 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] )

        # 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] )

        # 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)
        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])
        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');
                }
            }
        }"""
        load_cookie_js = """(persistent_cookie) => {
            return getCookie("persistent_cookie");
        }"""
        demo.load(None, inputs=None, outputs=[persistent_cookie], _js=load_cookie_js)
        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 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}")

    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()