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19 lines
620 B
Python
19 lines
620 B
Python
from application.vectorstore.base import BaseVectorStore
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from langchain import FAISS
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from application.core.settings import settings
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class FaissStore(BaseVectorStore):
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def __init__(self, path, embeddings_key):
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super().__init__()
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self.path = path
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self.docsearch = FAISS.load_local(
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self.path, self._get_embeddings(settings.EMBEDDINGS_NAME, settings.EMBEDDINGS_KEY)
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)
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def search(self, *args, **kwargs):
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return self.docsearch.similarity_search(*args, **kwargs)
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def add_texts(self, *args, **kwargs):
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return self.docsearch.add_texts(*args, **kwargs)
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