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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) | |
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, 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}") | |
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.Row(): | |
dropdown = gr.Dropdown(dropdown_fn_list, value=r"打开插件列表", label="").style(container=False) | |
with gr.Row(): | |
with gr.Accordion("高级函数插件参数区:", open=True, visible=False) as area_fn_kwargs: | |
plugin_advanced_arg = gr.Textbox(show_label=False, placeholder="输入框为空则代表匹配所有文件").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")): | |
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", "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) 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({area_fn_kwargs: 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, area_fn_kwargs] ) | |
# 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]) | |
# 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" | |
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({area_fn_kwargs: 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({area_fn_kwargs: 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, area_fn_kwargs] ) | |
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", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png") | |
if __name__ == "__main__": | |
main() | |