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gpt_academic
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version3.45
main.py
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binary-husky
Merge branch 'master-interact'
08 июл 2023, 20:05
08 июл 2023, 20:05
8a10db6
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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 if gr.__version__ not in ['3.28.3','3.32.2']: assert False, "需要特殊依赖，请务必用 pip install -r requirements.txt 指令安装依赖，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, CHATBOT_HEIGHT, LAYOUT, AVAIL_LLM_MODELS, AUTO_CLEAR_TXT = \ get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'CHATBOT_HEIGHT', 'LAYOUT', 'AVAIL_LLM_MODELS', 'AUTO_CLEAR_TXT') # 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, 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="ChatGPT 学术优化", theme=set_theme, analytics_enabled=False, css=advanced_css) as demo: gr.HTML(title_html) 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, 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") 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}", 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) with gr.Accordion("函数插件区", open=True, elem_id="plugin-panel") 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.Row(): dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="").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") 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"), elem_id="interact-panel"): 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=8192, value=4096, 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", "插件参数区"], 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, elem_id="input-panel2") 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))}) ret.update({plugin_advanced_arg: gr.update(visible=("插件参数区" 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, 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, 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], [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, [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 = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary" ret = {switchy_bt: gr.update(value=k, variant=variant)} if crazy_fns[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：" + crazy_fns[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] ) # 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(crazy_fns[k]["Function"])(request, *args, **kwargs) click_handle = switchy_bt.click(route,[switchy_bt, *input_combo, gr.State(PORT)], 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) demo.load(lambda: 0, inputs=None, outputs=None, _js='()=>{ChatBotHeight();}') # 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}/?__theme=dark") def open(): time.sleep(2) # 打开浏览器 DARK_MODE, = get_conf('DARK_MODE') if DARK_MODE: webbrowser.open_new_tab(f"http://localhost:{PORT}/?__theme=dark") else: 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", server_port=PORT, favicon_path="docs/logo.png", auth=AUTHENTICATION, 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()