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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>" | |
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 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) | |
# To add a Duplicate Space badge | |
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!<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!</center>''') | |
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(): | |
api_key = gr.Textbox(show_label=False, placeholder="输入API_KEY,输入后自动生效.").style(container=False) | |
with gr.Row(): | |
txt = gr.Textbox(show_label=False, placeholder="输入问题.").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 & 交互界面布局 & Github地址", 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") | |
gr.Markdown(description) | |
# 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, api_key, 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"请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=False) | |