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| import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染 | |
| def main(): | |
| import gradio as gr | |
| from request_llm.bridge_all import predict | |
| from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf, ArgsGeneralWrapper, 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, CHATBOT_HEIGHT, LAYOUT, API_KEY, AVAIL_LLM_MODELS = \ | |
| get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'CHATBOT_HEIGHT', 'LAYOUT', 'API_KEY', 'AVAIL_LLM_MODELS') | |
| # 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 | |
| if not AUTHENTICATION: AUTHENTICATION = None | |
| from check_proxy import get_current_version | |
| initial_prompt = "Serve me as a writing and programming assistant." | |
| title_html = f"<h1 align=\"center\">ChatGPT 学术优化 {get_current_version()}</h1>" | |
| description = """代码开源和更新[地址🚀](https://github.com/binary-husky/chatgpt_academic)，感谢热情的[开发者们❤️](https://github.com/binary-husky/chatgpt_academic/graphs/contributors)""" | |
| # 问询记录, python 版本建议3.9+（越新越好） | |
| import logging | |
| os.makedirs("gpt_log", exist_ok=True) | |
| try:logging.basicConfig(filename="gpt_log/chat_secrets.log", level=logging.INFO, encoding="utf-8") | |
| except:logging.basicConfig(filename="gpt_log/chat_secrets.log", level=logging.INFO) | |
| print("所有问询记录将自动保存在本地目录./gpt_log/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 | |
| crazy_fns = get_crazy_functions() | |
| # 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 | |
| from theme import adjust_theme, advanced_css | |
| 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: gr.Column(scale=scale) | |
| if LAYOUT == "TOP-DOWN": | |
| gr_L1 = lambda: DummyWith() | |
| gr_L2 = lambda scale: gr.Row() | |
| CHATBOT_HEIGHT /= 2 | |
| cancel_handles = [] | |
| with gr.Blocks(title="ChatGPT 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>''') | |
| cookies = gr.State({'api_key': API_KEY, 'llm_model': LLM_MODEL}) | |
| with gr_L1(): | |
| with gr_L2(scale=2): | |
| chatbot = gr.Chatbot(label=f"当前模型：{LLM_MODEL}") | |
| chatbot.style(height=CHATBOT_HEIGHT) | |
| history = gr.State([]) | |
| with gr_L2(scale=1): | |
| with gr.Accordion("输入区", open=True) 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", variant="primary") | |
| with gr.Row(): | |
| resetBtn = gr.Button("重置", variant="secondary"); resetBtn.style(size="sm") | |
| stopBtn = gr.Button("停止", variant="secondary"); stopBtn.style(size="sm") | |
| clearBtn = gr.Button("清除", variant="secondary", visible=False); clearBtn.style(size="sm") | |
| 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}") | |
| with gr.Accordion("基础功能区", open=True) as area_basic_fn: | |
| with gr.Row(): | |
| for k in functional: | |
| variant = functional[k]["Color"] if "Color" in functional[k] else "secondary" | |
| functional[k]["Button"] = gr.Button(k, variant=variant) | |
| with gr.Accordion("函数插件区", open=True) as area_crazy_fn: | |
| with gr.Row(): | |
| gr.Markdown("注意：以下“红颜色”标识的函数插件需从输入区读取路径作为参数.") | |
| with gr.Row(): | |
| for k in crazy_fns: | |
| if not crazy_fns[k].get("AsButton", True): continue | |
| variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary" | |
| crazy_fns[k]["Button"] = gr.Button(k, variant=variant) | |
| crazy_fns[k]["Button"].style(size="sm") | |
| with gr.Row(): | |
| with gr.Accordion("更多函数插件", open=True): | |
| dropdown_fn_list = [k for k in crazy_fns.keys() if not crazy_fns[k].get("AsButton", True)] | |
| with gr.Column(scale=1): | |
| dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="").style(container=False) | |
| with gr.Column(scale=1): | |
| switchy_bt = gr.Button(r"请先从插件列表中选择", variant="secondary") | |
| with gr.Row(): | |
| with gr.Accordion("点击展开“文件上传区”。上传本地文件可供红色函数插件调用。", open=False) as area_file_up: | |
| file_upload = gr.Files(label="任何文件, 但推荐上传压缩文件(zip, tar)", file_count="multiple") | |
| with gr.Accordion("更换模型 & SysPrompt & 交互界面布局", open=(LAYOUT == "TOP-DOWN")): | |
| system_prompt = gr.Textbox(show_label=True, placeholder=f"System Prompt", label="System prompt", value=initial_prompt) | |
| 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=4096, value=512, step=1, interactive=True, label="Local LLM MaxLength",) | |
| checkboxes = gr.CheckboxGroup(["基础功能区", "函数插件区", "底部输入区", "输入清除键"], value=["基础功能区", "函数插件区"], label="显示/隐藏功能区") | |
| md_dropdown = gr.Dropdown(AVAIL_LLM_MODELS, value=LLM_MODEL, label="更换LLM模型/请求源").style(container=False) | |
| gr.Markdown(description) | |
| with gr.Accordion("备选输入区", open=True, visible=False) as area_input_secondary: | |
| with gr.Row(): | |
| txt2 = gr.Textbox(show_label=False, placeholder="Input question here.", label="输入区2").style(container=False) | |
| with gr.Row(): | |
| submitBtn2 = gr.Button("提交", variant="primary") | |
| with gr.Row(): | |
| 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=("底部输入区" not in a))}) | |
| ret.update({area_input_secondary: gr.update(visible=("底部输入区" 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))}) | |
| if "底部输入区" 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] ) | |
| # 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] | |
| output_combo = [cookies, chatbot, history, status] | |
| predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=input_combo, 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]) | |
| # 基础功能区的回调函数注册 | |
| for k in functional: | |
| 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], [chatbot, txt, txt2]) | |
| # 函数插件-固定按钮区 | |
| for k in crazy_fns: | |
| if not crazy_fns[k].get("AsButton", True): continue | |
| click_handle = crazy_fns[k]["Button"].click(ArgsGeneralWrapper(crazy_fns[k]["Function"]), [*input_combo, gr.State(PORT)], output_combo) | |
| click_handle.then(on_report_generated, [file_upload, chatbot], [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 = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary" | |
| return {switchy_bt: gr.update(value=k, variant=variant)} | |
| dropdown.select(on_dropdown_changed, [dropdown], [switchy_bt] ) | |
| 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] ) | |
| # 随变按钮的回调函数注册 | |
| def route(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(crazy_fns[k]["Function"])(*args, **kwargs) | |
| click_handle = switchy_bt.click(route,[switchy_bt, *input_combo, gr.State(PORT)], output_combo) | |
| click_handle.then(on_report_generated, [file_upload, chatbot], [file_upload, chatbot]) | |
| # def expand_file_area(file_upload, area_file_up): | |
| # if len(file_upload)>0: return {area_file_up: gr.update(open=True)} | |
| # click_handle.then(expand_file_area, [file_upload, area_file_up], [area_file_up]) | |
| 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) | |
| # 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：") | |
| print(f"\t（亮色主题）: http://localhost:{PORT}") | |
| print(f"\t（暗色主题）: http://localhost:{PORT}/?__dark-theme=true") | |
| def open(): | |
| time.sleep(2) # 打开浏览器 | |
| webbrowser.open_new_tab(f"http://localhost:{PORT}/?__dark-theme=true") | |
| 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") | |
| if __name__ == "__main__": | |
| main() | |