VectorStoreCollection<TKey,TRecord>.SearchAsync<TInput> Method
Definition
Important
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Searches the vector store for records that are similar to the given value.
public abstract System.Collections.Generic.IAsyncEnumerable<Microsoft.Extensions.VectorData.VectorSearchResult<TRecord>> SearchAsync<TInput>(TInput searchValue, int top, Microsoft.Extensions.VectorData.VectorSearchOptions<TRecord>? options = default, System.Threading.CancellationToken cancellationToken = default);abstract member SearchAsync : 'Input * int * Microsoft.Extensions.VectorData.VectorSearchOptions<'Record (requires 'Record : null)> * System.Threading.CancellationToken -> System.Collections.Generic.IAsyncEnumerable<Microsoft.Extensions.VectorData.VectorSearchResult<'Record>>Public MustOverride Function SearchAsync(Of TInput) (searchValue As TInput, top As Integer, Optional options As VectorSearchOptions(Of TRecord) = Nothing, Optional cancellationToken As CancellationToken = Nothing) As IAsyncEnumerable(Of VectorSearchResult(Of TRecord))Type Parameters
- TInput
The type of the input value on which to perform the similarity search.
Parameters
- searchValue
- TInput
The value on which to perform the similarity search. See the remarks section for more details.
- top
- Int32
The maximum number of results to return.
- options
- VectorSearchOptions<TRecord>
The options that control the behavior of the search.
- cancellationToken
- CancellationToken
The CancellationToken to monitor for cancellation requests. The default is None.
Returns
IAsyncEnumerable<VectorSearchResult<TRecord>>
The records found by the vector search, including their result scores.
