ChromaClient.QueryEmbeddingsAsync Method
Definition
Important
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Searches nearest embeddings by distance in specified collection.
public System.Threading.Tasks.Task<Microsoft.SemanticKernel.Connectors.Chroma.ChromaQueryResultModel> QueryEmbeddingsAsync (string collectionId, ReadOnlyMemory<float>[] queryEmbeddings, int nResults, string[]? include = default, System.Threading.CancellationToken cancellationToken = default);abstract member QueryEmbeddingsAsync : string * ReadOnlyMemory<single>[] * int * string[] * System.Threading.CancellationToken -> System.Threading.Tasks.Task<Microsoft.SemanticKernel.Connectors.Chroma.ChromaQueryResultModel>
override this.QueryEmbeddingsAsync : string * ReadOnlyMemory<single>[] * int * string[] * System.Threading.CancellationToken -> System.Threading.Tasks.Task<Microsoft.SemanticKernel.Connectors.Chroma.ChromaQueryResultModel>Public Function QueryEmbeddingsAsync (collectionId As String, queryEmbeddings As ReadOnlyMemory(Of Single)(), nResults As Integer, Optional include As String() = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Task(Of ChromaQueryResultModel)Parameters
- collectionId
- String
Collection identifier generated by Chroma.
- queryEmbeddings
- ReadOnlyMemory<Single>[]
Embeddings to search for.
- nResults
- Int32
Number of results to return.
- include
- String[]
Array of entities to include in response (e.g. "embeddings", "metadatas" "documents"). For more information see: https://github.com/chroma-core/chroma/blob/main/chromadb/api/types.py
- cancellationToken
- CancellationToken
The CancellationToken to monitor for cancellation requests. The default is None.
Returns
Instance of ChromaQueryResultModel model.