mirror of
https://github.com/1Panel-dev/MaxKB.git
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93 lines
4.1 KiB
Python
93 lines
4.1 KiB
Python
# coding=utf-8
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import json
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import logging
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from typing import Dict
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from django.utils.translation import gettext as _
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from tencentcloud.common import credential
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from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
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from tencentcloud.common.profile.client_profile import ClientProfile
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from tencentcloud.common.profile.http_profile import HttpProfile
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from tencentcloud.hunyuan.v20230901 import hunyuan_client, models
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from common.utils.logger import maxkb_logger
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from models_provider.base_model_provider import MaxKBBaseModel
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from models_provider.impl.base_tti import BaseTextToImage
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from models_provider.impl.tencent_model_provider.model.hunyuan import ChatHunyuan
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class TencentTextToImageModel(MaxKBBaseModel, BaseTextToImage):
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hunyuan_secret_id: str
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hunyuan_secret_key: str
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model: str
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params: dict
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@staticmethod
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def is_cache_model():
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return False
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def __init__(self, **kwargs):
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super().__init__(**kwargs)
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self.hunyuan_secret_id = kwargs.get('hunyuan_secret_id')
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self.hunyuan_secret_key = kwargs.get('hunyuan_secret_key')
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self.model = kwargs.get('model_name')
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self.params = kwargs.get('params')
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@staticmethod
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def new_instance(model_type: str, model_name: str, model_credential: Dict[str, object],
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**model_kwargs) -> 'TencentTextToImageModel':
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optional_params = {'params': {'Style': '201', 'Resolution': '768:768'}}
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for key, value in model_kwargs.items():
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if key not in ['model_id', 'use_local', 'streaming']:
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optional_params['params'][key] = value
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return TencentTextToImageModel(
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model=model_name,
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hunyuan_secret_id=model_credential.get('hunyuan_secret_id'),
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hunyuan_secret_key=model_credential.get('hunyuan_secret_key'),
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**optional_params
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)
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def check_auth(self):
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chat = ChatHunyuan(hunyuan_app_id='111111',
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hunyuan_secret_id=self.hunyuan_secret_id,
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hunyuan_secret_key=self.hunyuan_secret_key,
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model="hunyuan-standard")
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res = chat.invoke(_('Hello'))
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# print(res)
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def generate_image(self, prompt: str, negative_prompt: str = None):
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try:
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# 实例化一个认证对象，入参需要传入腾讯云账户 SecretId 和 SecretKey，此处还需注意密钥对的保密
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# 代码泄露可能会导致 SecretId 和 SecretKey 泄露，并威胁账号下所有资源的安全性。以下代码示例仅供参考，建议采用更安全的方式来使用密钥，请参见：https://cloud.tencent.com/document/product/1278/85305
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# 密钥可前往官网控制台 https://console.cloud.tencent.com/cam/capi 进行获取
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cred = credential.Credential(self.hunyuan_secret_id, self.hunyuan_secret_key)
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# 实例化一个http选项，可选的，没有特殊需求可以跳过
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httpProfile = HttpProfile()
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httpProfile.endpoint = "hunyuan.tencentcloudapi.com"
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# 实例化一个client选项，可选的，没有特殊需求可以跳过
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clientProfile = ClientProfile()
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clientProfile.httpProfile = httpProfile
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# 实例化要请求产品的client对象,clientProfile是可选的
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client = hunyuan_client.HunyuanClient(cred, "ap-guangzhou", clientProfile)
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# 实例化一个请求对象,每个接口都会对应一个request对象
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req = models.TextToImageLiteRequest()
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params = {
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"Prompt": prompt,
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"NegativePrompt": negative_prompt,
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"RspImgType": "url",
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**self.params
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}
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req.from_json_string(json.dumps(params))
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# 返回的resp是一个TextToImageLiteResponse的实例，与请求对象对应
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resp = client.TextToImageLite(req)
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file_urls = []
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file_urls.append(resp.ResultImage)
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return file_urls
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except TencentCloudSDKException as err:
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maxkb_logger.error(f"Tencent Text to Image API call failed: {err}")
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