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from typing import List, Tuple, Union
from web_ui import WebUI
import math
import os

from qwen_agent.agents import Assistant
from qwen_agent.gui.gradio import gr

def app_gui():
    # Define the agent
    bot = Assistant(llm={
                    'model': os.environ.get("MODELNAME"),
                    'model_type': 'qwen_dashscope',
                    'generate_cfg': {
                        'max_input_tokens': 32768,
                        'max_retries': 10,
                        'temperature': float(os.environ.get("T", 0.001)),
                        'repetition_penalty': float(os.environ.get("R", 1.0)),
                        "top_k": int(os.environ.get("K", 20)),
                        "top_p": float(os.environ.get("P", 0.8)),
                    }},
                    name='QwQ-32B-preview',
                    description='QwQ-32B-Preview is an experimental research model developed by the Qwen Team, focused on advancing AI reasoning capabilities. As a preview release, it demonstrates promising analytical abilities while having several important limitations such as code switching and recursive reasoning loops. Only single-turn queries are supported in this demo.',
                    system_message= 'You are a helpful and harmless assistant. You are Qwen developed by Alibaba. You should think step-by-step.',
                    rag_cfg={'max_ref_token': 32768, 'rag_searchers': []},
                )
    chatbot_config = {
        'input.placeholder': "Type \"/clear\" to clear the history",
        'verbose': True,
        'prompt.suggestions': [
            {
                'text': 'How many r in strawberry'
            },
            {
                'text': 'Find the least odd prime factor of $2019^8+1$.'
            },
            {
                'text': '''Sๅ…ˆ็”Ÿใ€Pๅ…ˆ็”Ÿใ€Qๅ…ˆ็”Ÿไป–ไปฌ็Ÿฅ้“ๆกŒๅญ็š„ๆŠฝๅฑ‰้‡Œๆœ‰16ๅผ ๆ‰‘ๅ…‹็‰Œ๏ผš็บขๆกƒAใ€Qใ€4 ้ป‘ๆกƒJใ€8ใ€4ใ€2ใ€7ใ€3 ่‰่ŠฑKใ€Qใ€5ใ€4ใ€6 ๆ–นๅ—Aใ€5ใ€‚็บฆ็ฟฐๆ•™ๆŽˆไปŽ่ฟ™16ๅผ ็‰ŒไธญๆŒ‘ๅ‡บไธ€ๅผ ็‰Œๆฅ๏ผŒๅนถๆŠŠ่ฟ™ๅผ ็‰Œ็š„็‚นๆ•ฐๅ‘Š่ฏ‰ Pๅ…ˆ็”Ÿ๏ผŒๆŠŠ่ฟ™ๅผ ็‰Œ็š„่Šฑ่‰ฒๅ‘Š่ฏ‰Qๅ…ˆ็”Ÿใ€‚่ฟ™ๆ—ถ๏ผŒ็บฆ็ฟฐๆ•™ๆŽˆ้—ฎPๅ…ˆ็”Ÿๅ’ŒQ ๅ…ˆ็”Ÿ๏ผšไฝ ไปฌ่ƒฝไปŽๅทฒ็Ÿฅ็š„็‚นๆ•ฐๆˆ–่Šฑ่‰ฒไธญๆŽจ็Ÿฅ่ฟ™ๅผ ็‰Œๆ˜ฏไป€ไนˆ็‰Œๅ—๏ผŸไบŽๆ˜ฏ๏ผŒSๅ…ˆ็”Ÿๅฌๅˆฐๅฆ‚ไธ‹็š„ๅฏน่ฏ๏ผš

Pๅ…ˆ็”Ÿ๏ผšๆˆ‘ไธ็Ÿฅ้“่ฟ™ๅผ ็‰Œใ€‚

Qๅ…ˆ็”Ÿ๏ผšๆˆ‘็Ÿฅ้“ไฝ ไธ็Ÿฅ้“่ฟ™ๅผ ็‰Œใ€‚

Pๅ…ˆ็”Ÿ๏ผš็Žฐๅœจๆˆ‘็Ÿฅ้“่ฟ™ๅผ ็‰Œไบ†ใ€‚

Qๅ…ˆ็”Ÿ๏ผšๆˆ‘ไนŸ็Ÿฅ้“ไบ†ใ€‚

่ฏท้—ฎ๏ผš่ฟ™ๅผ ็‰Œๆ˜ฏไป€ไนˆ็‰Œ๏ผŸ'''
            },
        ]
    }
    WebUI(bot, chatbot_config=chatbot_config).run(concurrency_limit=80)

if __name__ == '__main__':
    app_gui()