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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 | |
# 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 | |
from config_private import proxies, WEB_PORT, LLM_MODEL | |
# 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 | |
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() | |
# 对一些丧心病狂的实验性功能模块进行测试 | |
from functional_crazy import get_crazy_functionals, on_file_uploaded, on_report_generated | |
crazy_functional = 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 | |
set_theme = adjust_theme() | |
with gr.Blocks(theme=set_theme, analytics_enabled=False) as demo: | |
gr.HTML(title_html) | |
with gr.Row(): | |
with gr.Column(scale=2): | |
chatbot = gr.Chatbot() | |
chatbot.style(height=1000) | |
chatbot.style() | |
history = gr.State([]) | |
TRUE = gr.State(True) | |
FALSE = gr.State(False) | |
with gr.Column(scale=1): | |
with gr.Row(): | |
with gr.Column(scale=12): | |
txt = gr.Textbox(show_label=False, placeholder="Input question here.").style(container=False) | |
with gr.Column(scale=1): | |
submitBtn = gr.Button("提交", variant="primary") | |
with gr.Row(): | |
from check_proxy import check_proxy | |
statusDisplay = gr.Markdown(f"Tip: 按Enter提交, 按Shift+Enter换行. \nNetwork: {check_proxy(proxies)}\nModel: {LLM_MODEL}") | |
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.Row(): | |
gr.Markdown("以下部分实验性功能需从input框读取路径.") | |
with gr.Row(): | |
for k in crazy_functional: | |
variant = crazy_functional[k]["Color"] if "Color" in crazy_functional[k] else "secondary" | |
crazy_functional[k]["Button"] = gr.Button(k, variant=variant) | |
with gr.Row(): | |
gr.Markdown("上传本地文件供上面的实验性功能调用.") | |
with gr.Row(): | |
file_upload = gr.Files(label='任何文件,但推荐上传压缩文件(zip, tar)', file_count="multiple") | |
systemPromptTxt = gr.Textbox(show_label=True, placeholder=f"System Prompt", label="System prompt", value=initial_prompt).style(container=True) | |
#inputs, top_p, temperature, top_k, repetition_penalty | |
with gr.Accordion("arguments", open=False): | |
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=5.0, value=1.0, step=0.01, interactive=True, label="Temperature",) | |
txt.submit(predict, [txt, top_p, temperature, chatbot, history, systemPromptTxt], [chatbot, history, statusDisplay]) | |
submitBtn.click(predict, [txt, top_p, temperature, chatbot, history, systemPromptTxt], [chatbot, history, statusDisplay], show_progress=True) | |
for k in functional: | |
functional[k]["Button"].click(predict, | |
[txt, top_p, temperature, chatbot, history, systemPromptTxt, TRUE, gr.State(k)], [chatbot, history, statusDisplay], show_progress=True) | |
file_upload.upload(on_file_uploaded, [file_upload, chatbot, txt], [chatbot, txt]) | |
for k in crazy_functional: | |
click_handle = crazy_functional[k]["Button"].click(crazy_functional[k]["Function"], | |
[txt, top_p, temperature, chatbot, history, systemPromptTxt, gr.State(PORT)], [chatbot, history, statusDisplay] | |
) | |
try: click_handle.then(on_report_generated, [file_upload, chatbot], [file_upload, chatbot]) | |
except: pass | |
# 延迟函数, 做一些准备工作, 最后尝试打开浏览器 | |
def auto_opentab_delay(): | |
import threading, webbrowser, time | |
print(f"URL http://localhost:{PORT}") | |
def open(): time.sleep(2) | |
webbrowser.open_new_tab(f'http://localhost:{PORT}') | |
t = threading.Thread(target=open) | |
t.daemon = True; t.start() | |
auto_opentab_delay() | |
demo.title = "ChatGPT 学术优化" | |
demo.queue().launch(server_name="0.0.0.0", share=True, server_port=PORT) | |