llm.py

# coding=utf-8
"""
    @project: maxkb
    @Author：虎
    @file： llm.py
    @date：2024/4/18 15:28
    @desc:
"""
from typing import Dict

from common.config.tokenizer_manage_config import TokenizerManage
from models_provider.base_model_provider import MaxKBBaseModel
from models_provider.impl.base_chat_open_ai import BaseChatOpenAI


def custom_get_token_ids(text: str):
    tokenizer = TokenizerManage.get_tokenizer()
    return tokenizer.encode(text)


class TencentCloudChatModel(MaxKBBaseModel, BaseChatOpenAI):

    @staticmethod
    def is_cache_model():
        return False

    @staticmethod
    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
        optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs)
        azure_chat_open_ai = TencentCloudChatModel(
            model=model_name,
            openai_api_base=model_credential.get('api_base'),
            openai_api_key=model_credential.get('api_key'),
            extra_body=optional_params,
            custom_get_token_ids=custom_get_token_ids
        )
        return azure_chat_open_ai