1717 ListVectorsResponse ,
1818 MetadataConfiguration ,
1919 QueryVectorsResponse ,
20- VectorBucket ,
2120 VectorData ,
2221 VectorFilter ,
23- VectorIndex ,
24- VectorMatch ,
2522 VectorObject ,
2623)
2724from .request import AsyncRequestBuilder
@@ -60,13 +57,13 @@ async def create_index(
6057 )
6158 await self ._request .send (http_method = "POST" , path = ["CreateIndex" ], body = body )
6259
63- async def get_index (self , index_name : str ) -> Optional [VectorIndex ]:
60+ async def get_index (self , index_name : str ) -> Optional [GetVectorIndexResponse ]:
6461 body = self .with_metadata (indexName = index_name )
6562 try :
6663 data = await self ._request .send (
6764 http_method = "POST" , path = ["GetIndex" ], body = body
6865 )
69- return GetVectorIndexResponse .model_validate_json (data .content ). index
66+ return GetVectorIndexResponse .model_validate_json (data .content )
7067 except StorageApiError :
7168 return None
7269
@@ -115,14 +112,14 @@ async def put(self, vectors: List[VectorObject]) -> None:
115112
116113 async def get (
117114 self , * keys : str , return_data : bool = True , return_metadata : bool = True
118- ) -> List [ VectorMatch ] :
115+ ) -> GetVectorsResponse :
119116 body = self .with_metadata (
120117 keys = keys , returnData = return_data , returnMetadata = return_metadata
121118 )
122119 data = await self ._request .send (
123120 http_method = "POST" , path = ["GetVectors" ], body = body
124121 )
125- return GetVectorsResponse .model_validate_json (data .content ). vectors
122+ return GetVectorsResponse .model_validate_json (data .content )
126123
127124 async def list (
128125 self ,
@@ -153,7 +150,7 @@ async def query(
153150 filter : Optional [VectorFilter ] = None ,
154151 return_distance : bool = True ,
155152 return_metadata : bool = True ,
156- ) -> List [ VectorMatch ] :
153+ ) -> QueryVectorsResponse :
157154 body = self .with_metadata (
158155 queryVector = dict (query_vector ),
159156 topK = topK ,
@@ -164,7 +161,7 @@ async def query(
164161 data = await self ._request .send (
165162 http_method = "POST" , path = ["QueryVectors" ], body = body
166163 )
167- return QueryVectorsResponse .model_validate_json (data .content ). vectors
164+ return QueryVectorsResponse .model_validate_json (data .content )
168165
169166 async def delete (self , keys : List [str ]) -> None :
170167 if len (keys ) < 1 or len (keys ) > 500 :
@@ -186,15 +183,13 @@ async def create_bucket(self, bucket_name: str) -> None:
186183 http_method = "POST" , path = ["CreateVectorBucket" ], body = body
187184 )
188185
189- async def get_bucket (self , bucket_name : str ) -> Optional [VectorBucket ]:
186+ async def get_bucket (self , bucket_name : str ) -> Optional [GetVectorBucketResponse ]:
190187 body = {"vectorBucketName" : bucket_name }
191188 try :
192189 data = await self ._request .send (
193190 http_method = "POST" , path = ["GetVectorBucket" ], body = body
194191 )
195- return GetVectorBucketResponse .model_validate_json (
196- data .content
197- ).vectorBucket
192+ return GetVectorBucketResponse .model_validate_json (data .content )
198193 except StorageApiError :
199194 return None
200195
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