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DocsGPT/application/retriever/retriever_creator.py

19 lines
628 B
Python

from application.retriever.classic_rag import ClassicRAG
from application.retriever.duckduck_search import DuckDuckSearch
from application.retriever.brave_search import BraveRetSearch
class RetrieverCreator:
retievers = {
'classic': ClassicRAG,
'duckduck_search': DuckDuckSearch,
'brave_search': BraveRetSearch
}
@classmethod
def create_retriever(cls, type, *args, **kwargs):
retiever_class = cls.retievers.get(type.lower())
if not retiever_class:
raise ValueError(f"No retievers class found for type {type}")
return retiever_class(*args, **kwargs)