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| import os; os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染 | |
| import gradio as gr | |
| from predict import predict | |
| from toolbox import format_io, find_free_port, on_file_uploaded, on_report_generated, get_conf | |
| # 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 = \ | |
| get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'CHATBOT_HEIGHT') | |
| # 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 | |
| initial_prompt = "Serve me as a writing and programming assistant." | |
| title_html = """<h1 align="center">ChatGPT 学术优化</h1>""" | |
| # 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 functional import get_functionals | |
| functional = get_functionals() | |
| # 高级函数插件 | |
| from functional_crazy import get_crazy_functionals | |
| crazy_fns = get_crazy_functionals() | |
| # 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() | |
| cancel_handles = [] | |
| with gr.Blocks(theme=set_theme, analytics_enabled=False, css=advanced_css) as demo: | |
| gr.HTML(title_html) | |
| with gr.Row().style(equal_height=True): | |
| with gr.Column(scale=2): | |
| chatbot = gr.Chatbot() | |
| chatbot.style(height=CHATBOT_HEIGHT) | |
| history = gr.State([]) | |
| with gr.Column(scale=1): | |
| with gr.Row(): | |
| txt = gr.Textbox(show_label=False, placeholder="Input question here.").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") | |
| with gr.Row(): | |
| from check_proxy import check_proxy | |
| status = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行。当前模型: {LLM_MODEL} \n {check_proxy(proxies)}") | |
| 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input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) | |
| 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("展开SysPrompt & GPT参数 & 交互界面布局", open=False): | |
| 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",) | |
| checkboxes = gr.CheckboxGroup(["基础功能区", "函数插件区"], value=["基础功能区", "函数插件区"], label="显示/隐藏功能区") | |
| # 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))}) | |
| return ret | |
| checkboxes.select(fn_area_visibility, [checkboxes], [area_basic_fn, area_crazy_fn] ) | |
| # 整理反复出现的控件句柄组合 | |
| input_combo = [txt, top_p, temperature, chatbot, history, system_prompt] | |
| output_combo = [chatbot, history, status] | |
| predict_args = dict(fn=predict, inputs=input_combo, outputs=output_combo) | |
| empty_txt_args = dict(fn=lambda: "", inputs=[], outputs=[txt]) # 用于在提交后清空输入栏 | |
| # 提交按钮、重置按钮 | |
| cancel_handles.append(txt.submit(**predict_args)) #; txt.submit(**empty_txt_args) 在提交后清空输入栏 | |
| cancel_handles.append(submitBtn.click(**predict_args)) #; submitBtn.click(**empty_txt_args) 在提交后清空输入栏 | |
| resetBtn.click(lambda: ([], [], "已重置"), None, output_combo) | |
| # 基础功能区的回调函数注册 | |
| for k in functional: | |
| click_handle = functional[k]["Button"].click(predict, [*input_combo, gr.State(True), gr.State(k)], 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], [chatbot, txt]) | |
| # 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(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] ) | |
| # 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"先从插件列表中选择"]: return | |
| yield from 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) | |
| # 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: http://localhost:{PORT}") | |
| def open(): | |
| time.sleep(2) | |
| webbrowser.open_new_tab(f"http://localhost:{PORT}") | |
| threading.Thread(target=open, name="open-browser", daemon=True).start() | |
| auto_opentab_delay() | |
| demo.title = "ChatGPT 学术优化" | |
| demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", share=True, server_port=PORT, auth=AUTHENTICATION) | |