app.py

import gradio as gr 
from predict import predict
from toolbox import format_io, find_free_port

try: from config_private import proxies, WEB_PORT, LLM_MODEL
except: from config import proxies, WEB_PORT, LLM_MODEL

# 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