Create Collection
Create a new processing collection linked to a namespace.
A collection defines the feature extraction pipeline that runs when objects are uploaded to a bucket. One feature extractor per collection.
Custom plugin collections:
When feature_extractor_name references a custom plugin, the collection's vector indexes are read from the plugin's manifest.py features list. The features entries must use these exact key names — wrong keys silently produce a collection with no vector indexes and 0 documents will be written:
{
"feature_type": "embedding",
"feature_name": "my_embedding",
"embedding_dim": 768,
"distance_metric": "cosine"
}
Common wrong keys (will be ignored): type, name, dimensions, distance.
Vector schema: Custom plugin vectors are automatically added to the namespace's Qdrant collection the first time a batch is processed, so there is no need to recreate the namespace when adding a plugin with new embedding types.
Request body
Example request
{
"collection_name": "product_embeddings",
"description": "Generate image embeddings with passthrough fields",
"enabled": true,
"feature_extractor": {
"feature_extractor_name": "image_extractor",
"field_passthrough": [
{
"required": true,
"source_path": "title"
},
{
"source_path": "category"
}
],
"input_mappings": {
"image": "product_image"
},
"parameters": {
"model": "clip-vit-base-patch32"
},
"version": "v1"
},
"source": {
"bucket_ids": [
"bkt_products"
],
"type": "bucket"
}
}Response
Successful Response
Example response
{
"collection_id": "col_a1b2c3d4e5",
"collection_name": "article_embeddings",
"description": "Simple text collection: News articles with text embeddings from bucket source",
"enabled": true,
"feature_extractor": {
"feature_extractor_name": "text_extractor",
"field_passthrough": [
{
"source_path": "title"
}
],
"input_mappings": {
"text": "content"
},
"version": "v1"
},
"input_schema": {
"properties": {
"title": {
"type": "string"
},
"content": {
"type": "text"
}
}
},
"output_schema": {
"properties": {
"title": {
"type": "string"
},
"text_extractor_v1_embedding": {
"type": "array"
}
}
},
"source": {
"bucket_id": "bkt_articles",
"type": "bucket"
}
}Changes
Changed in 6 of the 29 revisions of this API.34544
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response property
feature_extractor/parameters/anyOf[subschema #6: MultimodalExtractorParams]/transcription_languagelist-of-types was widened by adding typesnullto media typeapplication/jsonof response200response-property-list-of-types-widened
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response property
source_lineage/items/feature_extractor/parameters/anyOf[subschema #6: MultimodalExtractorParams]/transcription_languagelist-of-types was widened by adding typesnullto media typeapplication/jsonof response200response-property-list-of-types-widened
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added the new optional request property
retriever_transform/anyOf[subschema #1: RetrieverTransformConfig]/unique_id_fieldnew-optional-request-property
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the
transcription_languagerequest property default valueenwas removedrequest-property-default-value-removed
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request property
feature_extractor/anyOf[subschema #1: FeatureExtractorConfig]/parameters/anyOf[subschema #6: MultimodalExtractorParams]/transcription_languagelist-of-types was widened by adding typesnullto media typeapplication/jsonrequest-property-list-of-types-widened
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added the optional property
retriever_transform/anyOf[subschema #1: RetrieverTransformConfig]/unique_id_fieldto the response with the200statusresponse-optional-property-added
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the
transcription_languageresponse's property default valueenwas removed for the status200response-property-default-value-removed
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the
transcription_languageresponse's property default valueenwas removed for the status200response-property-default-value-removed
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feature_extractorrequest property type/format changed fromobject/to/request-property-type-changed
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feature_extractor/feature_extractor_namerequest-property-removed
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removed the request property
feature_extractor/field_passthroughrequest-property-removed
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feature_extractor/include_all_source_fieldsrequest-property-removed
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feature_extractor/input_mappingsrequest-property-removed
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feature_extractor/parametersrequest-property-removed
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feature_extractor/paramsrequest-property-removed
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feature_extractor/versionrequest-property-removed
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retriever_transformnew-optional-request-property
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shared__collection__features__extractors__models__FeatureExtractorConfig-Inputsubschema #2to thefeature_extractorrequest propertyanyOflistrequest-property-any-of-added
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feature_extractorbecame optionalrequest-property-became-optional
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retriever_transformto the response with the200statusresponse-optional-property-added
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TranscodingExtractorParamsto thefeature_extractor/parametersresponse propertyanyOflist for the response status200response-property-any-of-added
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TranscodingExtractorParamsto thesource_lineage/items/feature_extractor/parametersresponse propertyanyOflist for the response status200response-property-any-of-added
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source/field_mapnew-optional-request-property
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source/field_mapto the response with the200statusresponse-optional-property-added
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added the optional property
source_lineage/items/source_config/field_mapto the response with the200statusresponse-optional-property-added
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added the new
signalsenum value to thesource/typeresponse property for the response status200response-property-enum-value-added
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signalsenum value to thesource_lineage/items/source_config/typeresponse property for the response status200response-property-enum-value-added
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signalsenum value to the request propertysource/typerequest-property-enum-value-added
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the endpoint scheme security
BearerAuth AND NamespaceHeaderwas added to the APIapi-security-added
This revision also has 3 changes that name no endpoint, such as unreferenced schemas being removed. See the revision's changelog
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added the new
geo_bounding_boxenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_polygonenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to theretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thesource_lineage/items/source_config/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_radiusenum value to thetaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorresponse property for the response status200response-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_bounding_boxenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_polygonenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_radiusenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_radiusenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
- ○
added the new
geo_radiusenum value to the request propertyretriever_enrichments/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_radiusenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
- ○
added the new
geo_radiusenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_radiusenum value to the request propertysource/source_filters/anyOf[subschema #1: SourceFilters]/filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
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added the new
geo_radiusenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/AND/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
- ○
added the new
geo_radiusenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/NOT/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
- ○
added the new
geo_radiusenum value to the request propertytaxonomy_applications/anyOf[subschema #1]/items/scroll_filters/anyOf[subschema #1: LogicalOperator]/OR/anyOf[subschema #1]/items/anyOf[subschema #2: FilterCondition]/operatorrequest-property-enum-value-added
This revision also has 1 change that name no endpoint, such as unreferenced schemas being removed. See the revision's changelog
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