IPineconeMemoryStore.GetNearestMatchesFromNamespaceAsync Method
Definition
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Gets the nearest matches to an embedding of type Single from the given namespace.
public System.Collections.Generic.IAsyncEnumerable<(Microsoft.SemanticKernel.Memory.MemoryRecord, double)> GetNearestMatchesFromNamespaceAsync (string indexName, string indexNamespace, ReadOnlyMemory<float> embedding, int limit, double minRelevanceScore = 0, bool withEmbeddings = false, System.Threading.CancellationToken cancellationToken = default);abstract member GetNearestMatchesFromNamespaceAsync : string * string * ReadOnlyMemory<single> * int * double * bool * System.Threading.CancellationToken -> System.Collections.Generic.IAsyncEnumerable<ValueTuple<Microsoft.SemanticKernel.Memory.MemoryRecord, double>>Public Function GetNearestMatchesFromNamespaceAsync (indexName As String, indexNamespace As String, embedding As ReadOnlyMemory(Of Single), limit As Integer, Optional minRelevanceScore As Double = 0, Optional withEmbeddings As Boolean = false, Optional cancellationToken As CancellationToken = Nothing) As IAsyncEnumerable(Of ValueTuple(Of MemoryRecord, Double))Parameters
- indexName
- String
The name associated with a collection of embeddings.
- indexNamespace
- String
The namespace associated with a collection of embeddings.
- embedding
- ReadOnlyMemory<Single>
The embedding to compare the collection's embeddings with.
- limit
- Int32
The maximum number of similarity results to return.
- minRelevanceScore
- Double
The minimum relevance threshold for returned results.
- withEmbeddings
- Boolean
If true, the embeddings will be returned in the memory records.
- cancellationToken
- CancellationToken
Cancellation token.
Returns
A group of tuples where item1 is a MemoryRecord and item2 is its similarity score as a Double.