app.py

import os
import gradio as gr
import json
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.hunyuan.v20230901 import hunyuan_client, models

from datetime import datetime

def print_now(msg):
    now = datetime.now()
    formatted_time = now.strftime("%Y-%m-%d %H:%M:%S.%f")
    print(f"{msg}:{formatted_time}")
    return formatted_time

def respond(
    message,
    history: list[tuple[str, str]],
    system_message,
    max_tokens,
    temperature,
    top_p,
):
    try:
        default_system ='You are a helpful assistant.'

        messages = [{"Role": "system", "Content": default_system}]

        secret_id = os.getenv('SECRET_ID')
        secret_key = os.getenv('SECRET_KEY')

        cred = credential.Credential(secret_id, secret_key)
        httpProfile = HttpProfile()
        httpProfile.endpoint = "hunyuan.tencentcloudapi.com"
        clientProfile= ClientProfile()
        clientProfile.httpProfile = httpProfile
        client = hunyuan_client.HunyuanClient(cred, "", clientProfile)
        req = models.ChatCompletionsRequest()

        for val in history:
            if val[0] and val[1]:
                messages.append({"Role": "user", "Content": val[0]})
                messages.append({"Role": "assistant", "Content": val[1]})
        
        messages.append({"Role": "user", "Content": message})
        params = {
            "Model": "hunyuan-large",
            "Messages": messages,
            "Stream": True,
            "StreamModeration": True,
            "EnableEnhancement": False,
        }
        req.from_json_string(json.dumps(params))

        resp= client.ChatCompletions(req)

        response = ""

        for event in resp:
            data = json.loads(event['data'])
            token = data['Choices'][0]['Delta']['Content']

            response += token
            yield response

    except TencentCloudSDKException as err:
        raise gr.Error(f"腾讯云SDK异常: {err}")
    except Exception as e:
        raise gr.Error(f"发生错误: {str(e)}")

example_prompts = [
    ["How to cook Kung Pao chicken the tastiest?"],
    ["Help me create an email expressing my greetings to an old friend."],
    ["写一篇关于青春的五言绝句"],
    ["一枚反面朝上的硬币，被翻转了15下后，它的上面是正面，这个说法正确吗?"]
]
latex_delimiters = [
    {"left": "$$", "right": "$$", "display": True},
    {"left": "\\[", "right": "\\]", "display": True},{"left": "$", "right": "$", "display": False},
    {"left": "\\(", "right": "\\)", "display": False}
]


chatbot = gr.Chatbot(latex_delimiters=latex_delimiters, scale=9)

demo = gr.ChatInterface(respond,
    title="Hunyuan-Large",
    examples=example_prompts,
    chatbot=chatbot
)

if __name__ == "__main__":
    demo.queue(default_concurrency_limit=40)
    demo.launch(max_threads=40)