import os

from lagent.llms import (GPTAPI, INTERNLM2_META, HFTransformerCasualLM,
                         LMDeployClient, LMDeployServer)
'''
    Search Agent with specific large language models.
    You can choose the appropriate language models accroding to your region and 
    linguistic preference.
'''

internlm_server = dict(type=LMDeployServer,
                       path='internlm/internlm2_5-7b-chat',
                       model_name='internlm2',
                       meta_template=INTERNLM2_META,
                       top_p=0.8,
                       top_k=1,
                       temperature=0,
                       max_new_tokens=8192,
                       repetition_penalty=1.02,
                       stop_words=['<|im_end|>'])

internlm_client = dict(type=LMDeployClient,
                       model_name='internlm2_5-7b-chat',
                       url='http://127.0.0.1:23333',
                       meta_template=INTERNLM2_META,
                       top_p=0.8,
                       top_k=1,
                       temperature=0,
                       max_new_tokens=8192,
                       repetition_penalty=1.02,
                       stop_words=['<|im_end|>'])

internlm_hf = dict(type=HFTransformerCasualLM,
                   path='internlm/internlm2_5-7b-chat',
                   meta_template=INTERNLM2_META,
                   top_p=0.8,
                   top_k=None,
                   temperature=1e-6,
                   max_new_tokens=8192,
                   repetition_penalty=1.02,
                   stop_words=['<|im_end|>'])

gpt4 = dict(type=GPTAPI,
            model_type='gpt-4-turbo',
            key=os.environ.get('OPENAI_API_KEY', 'YOUR OPENAI API KEY'),
            openai_api_base=os.environ.get('OPENAI_API_BASE', 'https://api.openai.com/v1'),
            )

url = 'https://dashscope.aliyuncs.com/api/v1/services/aigc/text-generation/generation'
qwen = dict(type=GPTAPI,
            model_type='qwen-max-longcontext',
            key=os.environ.get('QWEN_API_KEY', 'YOUR QWEN API KEY'),
            openai_api_base=url,
            meta_template=[
                dict(role='system', api_role='system'),
                dict(role='user', api_role='user'),
                dict(role='assistant', api_role='assistant'),
                dict(role='environment', api_role='system')
            ],
            top_p=0.8,
            top_k=1,
            temperature=0,
            max_new_tokens=4096,
            repetition_penalty=1.02,
            stop_words=['<|im_end|>'])