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Current File : //opt/alt/python311/lib/python3.11/site-packages/elasticsearch/helpers/vectorstore/__init__.py
#  Licensed to Elasticsearch B.V. under one or more contributor
#  license agreements. See the NOTICE file distributed with
#  this work for additional information regarding copyright
#  ownership. Elasticsearch B.V. licenses this file to you under
#  the Apache License, Version 2.0 (the "License"); you may
#  not use this file except in compliance with the License.
#  You may obtain a copy of the License at
#
# 	http://www.apache.org/licenses/LICENSE-2.0
#
#  Unless required by applicable law or agreed to in writing,
#  software distributed under the License is distributed on an
#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
#  KIND, either express or implied.  See the License for the
#  specific language governing permissions and limitations
#  under the License.

from elasticsearch.helpers.vectorstore._async.embedding_service import (
    AsyncElasticsearchEmbeddings,
    AsyncEmbeddingService,
)
from elasticsearch.helpers.vectorstore._async.strategies import (
    AsyncBM25Strategy,
    AsyncDenseVectorScriptScoreStrategy,
    AsyncDenseVectorStrategy,
    AsyncRetrievalStrategy,
    AsyncSparseVectorStrategy,
)
from elasticsearch.helpers.vectorstore._async.vectorstore import AsyncVectorStore
from elasticsearch.helpers.vectorstore._sync.embedding_service import (
    ElasticsearchEmbeddings,
    EmbeddingService,
)
from elasticsearch.helpers.vectorstore._sync.strategies import (
    BM25Strategy,
    DenseVectorScriptScoreStrategy,
    DenseVectorStrategy,
    RetrievalStrategy,
    SparseVectorStrategy,
)
from elasticsearch.helpers.vectorstore._sync.vectorstore import VectorStore
from elasticsearch.helpers.vectorstore._utils import DistanceMetric

__all__ = [
    "AsyncBM25Strategy",
    "AsyncDenseVectorScriptScoreStrategy",
    "AsyncDenseVectorStrategy",
    "AsyncElasticsearchEmbeddings",
    "AsyncEmbeddingService",
    "AsyncRetrievalStrategy",
    "AsyncSparseVectorStrategy",
    "AsyncVectorStore",
    "BM25Strategy",
    "DenseVectorScriptScoreStrategy",
    "DenseVectorStrategy",
    "DistanceMetric",
    "ElasticsearchEmbeddings",
    "EmbeddingService",
    "RetrievalStrategy",
    "SparseVectorStrategy",
    "VectorStore",
]

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