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Added separate force vectors to ram switch to qdrant store. #350

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Added separate force vectors to ram switch to qdrant store. #350

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5 changes: 5 additions & 0 deletions datapipe/store/qdrant.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,7 @@ def __init__(
collection_params: CollectionParams,
index_schema: Optional[dict] = None,
api_key: Optional[str] = None,
force_vectors_to_ram: Optional[bool] = True,
):
super().__init__()
self.name = name
Expand All @@ -67,6 +68,7 @@ def __init__(
self.inited = False
self.client: Optional[QdrantClient] = None
self._api_key = api_key
self.force_vectors_to_ram = force_vectors_to_ram

pk_columns = [column for column in self.schema if column.primary_key]

Expand All @@ -93,6 +95,9 @@ def __init_collection(self):
self.client.get_collection(self.name)
except UnexpectedResponse as e:
if e.status_code == 404:
if self.force_vectors_to_ram:
self.collection_params.vectors.on_disk = False

self.client.http.collections_api.create_collection(
collection_name=self.name, create_collection=self.collection_params
)
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