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lines changed Original file line number Diff line number Diff line change 2727from typing import Union
2828
2929from google .protobuf .json_format import MessageToDict
30-
31- from apache_beam .ml .rag .types import Chunk
32- from apache_beam .ml .rag .types import Embedding
33- from apache_beam .transforms .enrichment import EnrichmentSourceHandler
3430from pymilvus import AnnSearchRequest
3531from pymilvus import Hit
3632from pymilvus import Hits
3733from pymilvus import MilvusClient
3834from pymilvus import SearchResult
3935
36+ from apache_beam .ml .rag .types import Chunk
37+ from apache_beam .ml .rag .types import Embedding
38+ from apache_beam .transforms .enrichment import EnrichmentSourceHandler
4039
4140class SearchStrategy (Enum ):
4241 """Search strategies for information retrieval.
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