Class VectorizableImageBinaryQuery
java.lang.Object
com.azure.search.documents.models.VectorQuery
com.azure.search.documents.models.VectorizableImageBinaryQuery
- All Implemented Interfaces:
com.azure.json.JsonSerializable<VectorQuery>
The query parameters to use for vector search when a base 64 encoded binary of an image that needs to be vectorized
is provided.
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Constructor Summary
ConstructorsConstructorDescriptionCreates an instance of VectorizableImageBinaryQuery class. -
Method Summary
Modifier and TypeMethodDescriptionstatic VectorizableImageBinaryQueryfromJson(com.azure.json.JsonReader jsonReader) Reads an instance of VectorizableImageBinaryQuery from the JsonReader.Get the base64Image property: The base 64 encoded binary of an image to be vectorized to perform a vector search query.getKind()Get the kind property: The kind of vector query being performed.setBase64Image(String base64Image) Set the base64Image property: The base 64 encoded binary of an image to be vectorized to perform a vector search query.setExhaustive(Boolean exhaustive) Set the exhaustive property: When true, triggers an exhaustive k-nearest neighbor search across all vectors within the vector index.Set the fields property: Vector Fields of type Collection(Edm.Single) to be included in the vector searched.setFilterOverride(String filterOverride) Set the filterOverride property: The OData filter expression to apply to this specific vector query.setKNearestNeighborsCount(Integer kNearestNeighborsCount) Set the kNearestNeighborsCount property: Number of nearest neighbors to return as top hits.setOversampling(Double oversampling) Set the oversampling property: Oversampling factor.setThreshold(VectorThreshold threshold) Set the threshold property: The threshold used for vector queries.Set the weight property: Relative weight of the vector query when compared to other vector query and/or the text query within the same search request.com.azure.json.JsonWritertoJson(com.azure.json.JsonWriter jsonWriter) Methods inherited from class com.azure.search.documents.models.VectorQuery
getFields, getFilterOverride, getKNearestNeighborsCount, getOversampling, getThreshold, getWeight, isExhaustiveMethods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitMethods inherited from interface com.azure.json.JsonSerializable
toJson, toJson, toJsonBytes, toJsonString
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Constructor Details
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VectorizableImageBinaryQuery
public VectorizableImageBinaryQuery()Creates an instance of VectorizableImageBinaryQuery class.
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Method Details
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getKind
Get the kind property: The kind of vector query being performed.- Overrides:
getKindin classVectorQuery- Returns:
- the kind value.
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getBase64Image
Get the base64Image property: The base 64 encoded binary of an image to be vectorized to perform a vector search query.- Returns:
- the base64Image value.
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setBase64Image
Set the base64Image property: The base 64 encoded binary of an image to be vectorized to perform a vector search query.- Parameters:
base64Image- the base64Image value to set.- Returns:
- the VectorizableImageBinaryQuery object itself.
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setKNearestNeighborsCount
Set the kNearestNeighborsCount property: Number of nearest neighbors to return as top hits.- Overrides:
setKNearestNeighborsCountin classVectorQuery- Parameters:
kNearestNeighborsCount- the kNearestNeighborsCount value to set.- Returns:
- the VectorQuery object itself.
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setFields
Set the fields property: Vector Fields of type Collection(Edm.Single) to be included in the vector searched.- Overrides:
setFieldsin classVectorQuery- Parameters:
fields- the fields value to set.- Returns:
- the VectorQuery object itself.
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setExhaustive
Set the exhaustive property: When true, triggers an exhaustive k-nearest neighbor search across all vectors within the vector index. Useful for scenarios where exact matches are critical, such as determining ground truth values.- Overrides:
setExhaustivein classVectorQuery- Parameters:
exhaustive- the exhaustive value to set.- Returns:
- the VectorQuery object itself.
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setOversampling
Set the oversampling property: Oversampling factor. Minimum value is 1. It overrides the 'defaultOversampling' parameter configured in the index definition. It can be set only when 'rerankWithOriginalVectors' is true. This parameter is only permitted when a compression method is used on the underlying vector field.- Overrides:
setOversamplingin classVectorQuery- Parameters:
oversampling- the oversampling value to set.- Returns:
- the VectorQuery object itself.
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setWeight
Set the weight property: Relative weight of the vector query when compared to other vector query and/or the text query within the same search request. This value is used when combining the results of multiple ranking lists produced by the different vector queries and/or the results retrieved through the text query. The higher the weight, the higher the documents that matched that query will be in the final ranking. Default is 1.0 and the value needs to be a positive number larger than zero.- Overrides:
setWeightin classVectorQuery- Parameters:
weight- the weight value to set.- Returns:
- the VectorQuery object itself.
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setThreshold
Set the threshold property: The threshold used for vector queries. Note this can only be set if all 'fields' use the same similarity metric.- Overrides:
setThresholdin classVectorQuery- Parameters:
threshold- the threshold value to set.- Returns:
- the VectorQuery object itself.
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setFilterOverride
Set the filterOverride property: The OData filter expression to apply to this specific vector query. If no filter expression is defined at the vector level, the expression defined in the top level filter parameter is used instead.- Overrides:
setFilterOverridein classVectorQuery- Parameters:
filterOverride- the filterOverride value to set.- Returns:
- the VectorQuery object itself.
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toJson
- Specified by:
toJsonin interfacecom.azure.json.JsonSerializable<VectorQuery>- Overrides:
toJsonin classVectorQuery- Throws:
IOException
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fromJson
public static VectorizableImageBinaryQuery fromJson(com.azure.json.JsonReader jsonReader) throws IOException Reads an instance of VectorizableImageBinaryQuery from the JsonReader.- Parameters:
jsonReader- The JsonReader being read.- Returns:
- An instance of VectorizableImageBinaryQuery if the JsonReader was pointing to an instance of it, or null if it was pointing to JSON null.
- Throws:
IOException- If an error occurs while reading the VectorizableImageBinaryQuery.
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