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# template for vector store classes
class VectorStoreBase:
def __init__(self, config):
self.config = config
def _init_vector_db(self):
"""
Creates a vector store object
"""
raise NotImplementedError
def create_database(self):
"""
Populates the vector store with documents
"""
raise NotImplementedError
def load_database(self):
"""
Loads the vector store from disk
"""
raise NotImplementedError
def as_retriever(self):
"""
Returns the vector store as a retriever
"""
raise NotImplementedError
def __len__(self):
raise NotImplementedError
def __str__(self):
return self.__class__.__name__
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