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25 lines
910 B
Python
25 lines
910 B
Python
from application.vectorstore.faiss import FaissStore
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from application.vectorstore.elasticsearch import ElasticsearchStore
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from application.vectorstore.milvus import MilvusStore
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from application.vectorstore.mongodb import MongoDBVectorStore
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from application.vectorstore.qdrant import QdrantStore
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from application.vectorstore.pgvector import PGVectorStore
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class VectorCreator:
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vectorstores = {
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"faiss": FaissStore,
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"elasticsearch": ElasticsearchStore,
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"mongodb": MongoDBVectorStore,
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"qdrant": QdrantStore,
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"milvus": MilvusStore,
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"pgvector": PGVectorStore
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}
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@classmethod
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def create_vectorstore(cls, type, *args, **kwargs):
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vectorstore_class = cls.vectorstores.get(type.lower())
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if not vectorstore_class:
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raise ValueError(f"No vectorstore class found for type {type}")
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return vectorstore_class(*args, **kwargs)
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