DocsGPT/application/llm/llm_creator.py
2024-04-15 15:03:00 +05:30

28 lines
953 B
Python

from application.llm.openai import OpenAILLM, AzureOpenAILLM
from application.llm.sagemaker import SagemakerAPILLM
from application.llm.huggingface import HuggingFaceLLM
from application.llm.llama_cpp import LlamaCpp
from application.llm.anthropic import AnthropicLLM
from application.llm.docsgpt_provider import DocsGPTAPILLM
from application.llm.premai import PremAILLM
class LLMCreator:
llms = {
"openai": OpenAILLM,
"azure_openai": AzureOpenAILLM,
"sagemaker": SagemakerAPILLM,
"huggingface": HuggingFaceLLM,
"llama.cpp": LlamaCpp,
"anthropic": AnthropicLLM,
"docsgpt": DocsGPTAPILLM,
"premai": PremAILLM,
}
@classmethod
def create_llm(cls, type, api_key, *args, **kwargs):
llm_class = cls.llms.get(type.lower())
if not llm_class:
raise ValueError(f"No LLM class found for type {type}")
return llm_class(api_key, *args, **kwargs)