mirror of
https://github.com/1Panel-dev/MaxKB.git
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60 lines
1.9 KiB
Python
60 lines
1.9 KiB
Python
from typing import Dict
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from openai import OpenAI
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from common.config.tokenizer_manage_config import TokenizerManage
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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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def custom_get_token_ids(text: str):
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tokenizer = TokenizerManage.get_tokenizer()
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return tokenizer.encode(text)
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class RegoloTextToImage(MaxKBBaseModel, BaseTextToImage):
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api_base: str
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api_key: str
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model: str
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params: dict
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def __init__(self, **kwargs):
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super().__init__(**kwargs)
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self.api_key = kwargs.get('api_key')
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self.api_base = "https://api.regolo.ai/v1"
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self.model = kwargs.get('model')
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self.params = kwargs.get('params')
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@staticmethod
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def is_cache_model():
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return False
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@staticmethod
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def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
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optional_params = {'params': {'size': '1024x1024', 'quality': 'standard', 'n': 1}}
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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 RegoloTextToImage(
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model=model_name,
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api_base="https://api.regolo.ai/v1",
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api_key=model_credential.get('api_key'),
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**optional_params,
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)
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def check_auth(self):
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chat = OpenAI(api_key=self.api_key, base_url=self.api_base)
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response_list = chat.models.with_raw_response.list()
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# self.generate_image('生成一个小猫图片')
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def generate_image(self, prompt: str, negative_prompt: str = None):
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chat = OpenAI(api_key=self.api_key, base_url=self.api_base)
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res = chat.images.generate(model=self.model, prompt=prompt, **self.params)
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file_urls = []
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for content in res.data:
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url = content.url
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file_urls.append(url)
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return file_urls
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