IPineconeClient.GetMostRelevantAsync Method
Definition
Important
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Find the nearest vectors in a collection using vector similarity search.
public System.Collections.Generic.IAsyncEnumerable<(Microsoft.SemanticKernel.Connectors.Pinecone.PineconeDocument, double)> GetMostRelevantAsync (string indexName, ReadOnlyMemory<float> vector, double threshold, int topK, bool includeValues, bool includeMetadata, string indexNamespace = "", System.Collections.Generic.Dictionary<string,object>? filter = default, System.Threading.CancellationToken cancellationToken = default);abstract member GetMostRelevantAsync : string * ReadOnlyMemory<single> * double * int * bool * bool * string * System.Collections.Generic.Dictionary<string, obj> * System.Threading.CancellationToken -> System.Collections.Generic.IAsyncEnumerable<ValueTuple<Microsoft.SemanticKernel.Connectors.Pinecone.PineconeDocument, double>>Public Function GetMostRelevantAsync (indexName As String, vector As ReadOnlyMemory(Of Single), threshold As Double, topK As Integer, includeValues As Boolean, includeMetadata As Boolean, Optional indexNamespace As String = "", Optional filter As Dictionary(Of String, Object) = Nothing, Optional cancellationToken As CancellationToken = Nothing) As IAsyncEnumerable(Of ValueTuple(Of PineconeDocument, Double))Parameters
- indexName
- String
the name of the index
- vector
- ReadOnlyMemory<Single>
The vector to compare the collection's vectors with.
- threshold
- Double
The minimum relevance threshold for returned results.
- topK
- Int32
The maximum number of similarity results to return.
- includeValues
- Boolean
Whether to include the vector values
- includeMetadata
- Boolean
Whether to include the metadata
- indexNamespace
- String
The name assigned to a collection of vectors.
- filter
- Dictionary<String,Object>
A filter to apply to the results
- cancellationToken
- CancellationToken
Cancellation token.