Skillsets - Create

Reference

Service:: Search Service

API Version:: 2023-10-01-Preview

Creates a new skillset in a search service.

POST {endpoint}/skillsets?api-version=2023-10-01-Preview

URI Parameters

Name	In	Required	Type	Description
endpoint	path	True	string	The endpoint URL of the search service.
api-version	query	True	string	Client Api Version.

Request Header

Name	Required	Type	Description
x-ms-client-request-id		string uuid	The tracking ID sent with the request to help with debugging.

Request Body

Name	Required	Type	Description
name	True	string	The name of the skillset.
skills	True	SearchIndexerSkill[]: ConditionalSkill[] KeyPhraseExtractionSkill[] OcrSkill[] ImageAnalysisSkill[] LanguageDetectionSkill[] ShaperSkill[] MergeSkill[] EntityRecognitionSkill[] SentimentSkill[] SentimentSkillV3[] EntityLinkingSkill[] EntityRecognitionSkillV3[] PIIDetectionSkill[] SplitSkill[] CustomEntityLookupSkill[] TextTranslationSkill[] DocumentExtractionSkill[] WebApiSkill[] AmlSkill[] AzureOpenAIEmbeddingSkill[]	A list of skills in the skillset.
@odata.etag		string	The ETag of the skillset.
cognitiveServices		CognitiveServicesAccount: DefaultCognitiveServicesAccount CognitiveServicesAccountKey	Details about the Azure AI service to be used when running skills.
description		string	The description of the skillset.
encryptionKey		SearchResourceEncryptionKey	A description of an encryption key that you create in Azure Key Vault. This key is used to provide an additional level of encryption-at-rest for your skillset definition when you want full assurance that no one, not even Microsoft, can decrypt your skillset definition. Once you have encrypted your skillset definition, it will always remain encrypted. The search service will ignore attempts to set this property to null. You can change this property as needed if you want to rotate your encryption key; Your skillset definition will be unaffected. Encryption with customer-managed keys is not available for free search services, and is only available for paid services created on or after January 1, 2019.
indexProjections		SearchIndexerIndexProjections	Definition of additional projections to secondary search index(es).
knowledgeStore		SearchIndexerKnowledgeStore	Definition of additional projections to Azure blob, table, or files, of enriched data.

Responses

Name	Type	Description
201 Created	SearchIndexerSkillset	The skillset is successfully created.
Other Status Codes	SearchError	Error response.

Examples

SearchServiceCreateSkillset

Sample request

HTTP

POST https://myservice.search.windows.net/skillsets?api-version=2023-10-01-Preview

{
  "name": "demoskillset",
  "description": "Extract entities, detect language and extract key-phrases",
  "skills": [
    {
      "@odata.type": "#Microsoft.Skills.Text.V3.EntityRecognitionSkill",
      "categories": [
        "organization"
      ],
      "defaultLanguageCode": "en",
      "minimumPrecision": 0.7,
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        }
      ],
      "outputs": [
        {
          "name": "organizations",
          "targetName": "organizations"
        }
      ]
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.LanguageDetectionSkill",
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        }
      ],
      "outputs": [
        {
          "name": "languageCode",
          "targetName": "languageCode"
        }
      ]
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.SplitSkill",
      "textSplitMode": "pages",
      "maximumPageLength": 4000,
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "textItems",
          "targetName": "pages"
        }
      ]
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.KeyPhraseExtractionSkill",
      "context": "/document/pages/*",
      "inputs": [
        {
          "name": "text",
          "source": "/document/pages/*"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "keyPhrases",
          "targetName": "keyPhrases"
        }
      ]
    },
    {
      "@odata.type": "#Microsoft.Skills.Custom.WebApiSkill",
      "name": "MyCustomWebApiSkill",
      "uri": "https://contoso.example.org",
      "httpMethod": "POST",
      "timeout": "PT30S",
      "batchSize": 1,
      "inputs": [
        {
          "name": "text",
          "source": "/document/pages/*"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "customresult",
          "targetName": "result"
        }
      ],
      "httpHeaders": {}
    }
  ],
  "knowledgeStore": {
    "storageConnectionString": "DefaultEndpointsProtocol=https;AccountName=myStorage;AccountKey=myStorageKey;EndpointSuffix=core.windows.net",
    "projections": [
      {
        "tables": [
          {
            "tableName": "Reviews",
            "generatedKeyName": "ReviewId",
            "source": "/document/Review",
            "sourceContext": null,
            "inputs": []
          },
          {
            "tableName": "Sentences",
            "generatedKeyName": "SentenceId",
            "source": "/document/Review/Sentences/*",
            "sourceContext": null,
            "inputs": []
          },
          {
            "tableName": "KeyPhrases",
            "generatedKeyName": "KeyPhraseId",
            "source": "/document/Review/Sentences/*/KeyPhrases",
            "sourceContext": null,
            "inputs": []
          },
          {
            "tableName": "Entities",
            "generatedKeyName": "EntityId",
            "source": "/document/Review/Sentences/*/Entities/*",
            "sourceContext": null,
            "inputs": []
          }
        ]
      },
      {
        "objects": [
          {
            "storageContainer": "Reviews",
            "source": "/document/Review",
            "generatedKeyName": "/document/Review/Id"
          }
        ]
      }
    ]
  },
  "encryptionKey": {
    "keyVaultKeyName": "myUserManagedEncryptionKey-createdinAzureKeyVault",
    "keyVaultKeyVersion": "myKeyVersion-32charAlphaNumericString",
    "keyVaultUri": "https://myKeyVault.vault.azure.net",
    "accessCredentials": {
      "applicationId": "00000000-0000-0000-0000-000000000000",
      "applicationSecret": "<applicationSecret>"
    }
  }
}

Sample response

Status code:: 201

{
  "name": "demoskillset",
  "description": "Extract entities, detect language and extract key-phrases",
  "skills": [
    {
      "@odata.type": "#Microsoft.Skills.Text.V3.EntityRecognitionSkill",
      "name": "#1",
      "description": null,
      "context": null,
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        }
      ],
      "outputs": [
        {
          "name": "organizations",
          "targetName": "organizations"
        }
      ],
      "categories": [
        "organization"
      ],
      "defaultLanguageCode": "en",
      "minimumPrecision": 0.7
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.LanguageDetectionSkill",
      "name": "#2",
      "description": null,
      "context": null,
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        }
      ],
      "outputs": [
        {
          "name": "languageCode",
          "targetName": "languageCode"
        }
      ]
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.SplitSkill",
      "name": "#3",
      "description": null,
      "context": null,
      "inputs": [
        {
          "name": "text",
          "source": "/document/content"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "textItems",
          "targetName": "pages"
        }
      ],
      "defaultLanguageCode": null,
      "textSplitMode": "pages",
      "maximumPageLength": 4000
    },
    {
      "@odata.type": "#Microsoft.Skills.Text.KeyPhraseExtractionSkill",
      "name": "#4",
      "description": null,
      "context": "/document/pages/*",
      "inputs": [
        {
          "name": "text",
          "source": "/document/pages/*"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "keyPhrases",
          "targetName": "keyPhrases"
        }
      ],
      "defaultLanguageCode": null,
      "maxKeyPhraseCount": null
    },
    {
      "@odata.type": "#Microsoft.Skills.Custom.WebApiSkill",
      "name": "MyCustomWebApiSkill",
      "description": null,
      "context": "/document",
      "uri": "https://contoso.example.org",
      "httpMethod": "POST",
      "timeout": "PT30S",
      "batchSize": 1,
      "degreeOfParallelism": null,
      "inputs": [
        {
          "name": "text",
          "source": "/document/pages/*"
        },
        {
          "name": "languageCode",
          "source": "/document/languageCode"
        }
      ],
      "outputs": [
        {
          "name": "customresult",
          "targetName": "result"
        }
      ],
      "httpHeaders": {}
    }
  ],
  "encryptionKey": {
    "keyVaultKeyName": "myUserManagedEncryptionKey-createdinAzureKeyVault",
    "keyVaultKeyVersion": "myKeyVersion-32charAlphaNumericString",
    "keyVaultUri": "https://myKeyVault.vault.azure.net",
    "accessCredentials": {
      "applicationId": "00000000-0000-0000-0000-000000000000",
      "applicationSecret": null
    }
  }
}

Definitions

Name	Description
AmlSkill	The AML skill allows you to extend AI enrichment with a custom Azure Machine Learning (AML) model. Once an AML model is trained and deployed, an AML skill integrates it into AI enrichment.
AzureActiveDirectoryApplicationCredentials	Credentials of a registered application created for your search service, used for authenticated access to the encryption keys stored in Azure Key Vault.
AzureOpenAIEmbeddingSkill	Allows you to generate a vector embedding for a given text input using the Azure OpenAI resource.
CognitiveServicesAccountKey	The multi-region account key of an Azure AI service resource that's attached to a skillset.
ConditionalSkill	A skill that enables scenarios that require a Boolean operation to determine the data to assign to an output.
CustomEntity	An object that contains information about the matches that were found, and related metadata.
CustomEntityAlias	A complex object that can be used to specify alternative spellings or synonyms to the root entity name.
CustomEntityLookupSkill	A skill looks for text from a custom, user-defined list of words and phrases.
CustomEntityLookupSkillLanguage	The language codes supported for input text by CustomEntityLookupSkill.
DefaultCognitiveServicesAccount	An empty object that represents the default Azure AI service resource for a skillset.
DocumentExtractionSkill	A skill that extracts content from a file within the enrichment pipeline.
EntityCategory	A string indicating what entity categories to return.
EntityLinkingSkill	Using the Text Analytics API, extracts linked entities from text.
EntityRecognitionSkill	This skill is deprecated. Use the V3.EntityRecognitionSkill instead.
EntityRecognitionSkillLanguage	Deprecated. The language codes supported for input text by EntityRecognitionSkill.
EntityRecognitionSkillV3	Using the Text Analytics API, extracts entities of different types from text.
ImageAnalysisSkill	A skill that analyzes image files. It extracts a rich set of visual features based on the image content.
ImageAnalysisSkillLanguage	The language codes supported for input by ImageAnalysisSkill.
ImageDetail	A string indicating which domain-specific details to return.
IndexProjectionMode	Defines behavior of the index projections in relation to the rest of the indexer.
InputFieldMappingEntry	Input field mapping for a skill.
KeyPhraseExtractionSkill	A skill that uses text analytics for key phrase extraction.
KeyPhraseExtractionSkillLanguage	The language codes supported for input text by KeyPhraseExtractionSkill.
LanguageDetectionSkill	A skill that detects the language of input text and reports a single language code for every document submitted on the request. The language code is paired with a score indicating the confidence of the analysis.
LineEnding	Defines the sequence of characters to use between the lines of text recognized by the OCR skill. The default value is "space".
MergeSkill	A skill for merging two or more strings into a single unified string, with an optional user-defined delimiter separating each component part.
OcrSkill	A skill that extracts text from image files.
OcrSkillLanguage	The language codes supported for input by OcrSkill.
OutputFieldMappingEntry	Output field mapping for a skill.
PIIDetectionSkill	Using the Text Analytics API, extracts personal information from an input text and gives you the option of masking it.
PIIDetectionSkillMaskingMode	A string indicating what maskingMode to use to mask the personal information detected in the input text.
SearchError	Describes an error condition for the API.
SearchIndexerDataNoneIdentity	Clears the identity property of a datasource.
SearchIndexerDataUserAssignedIdentity	Specifies the identity for a datasource to use.
SearchIndexerIndexProjections	Definition of additional projections to secondary search indexes.
SearchIndexerIndexProjectionSelector	Description for what data to store in the designated search index.
SearchIndexerIndexProjectionsParameters	A dictionary of index projection-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.
SearchIndexerKnowledgeStore	Definition of additional projections to azure blob, table, or files, of enriched data.
SearchIndexerKnowledgeStoreFileProjectionSelector	Projection definition for what data to store in Azure Files.
SearchIndexerKnowledgeStoreObjectProjectionSelector	Projection definition for what data to store in Azure Blob.
SearchIndexerKnowledgeStoreParameters	A dictionary of knowledge store-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.
SearchIndexerKnowledgeStoreProjection	Container object for various projection selectors.
SearchIndexerKnowledgeStoreTableProjectionSelector	Description for what data to store in Azure Tables.
SearchIndexerSkillset	A list of skills.
SearchResourceEncryptionKey	A customer-managed encryption key in Azure Key Vault. Keys that you create and manage can be used to encrypt or decrypt data-at-rest, such as indexes and synonym maps.
SentimentSkill	This skill is deprecated. Use the V3.SentimentSkill instead.
SentimentSkillLanguage	Deprecated. The language codes supported for input text by SentimentSkill.
SentimentSkillV3	Using the Text Analytics API, evaluates unstructured text and for each record, provides sentiment labels (such as "negative", "neutral" and "positive") based on the highest confidence score found by the service at a sentence and document-level.
ShaperSkill	A skill for reshaping the outputs. It creates a complex type to support composite fields (also known as multipart fields).
SplitSkill	A skill to split a string into chunks of text.
SplitSkillLanguage	The language codes supported for input text by SplitSkill.
TextSplitMode	A value indicating which split mode to perform.
TextTranslationSkill	A skill to translate text from one language to another.
TextTranslationSkillLanguage	The language codes supported for input text by TextTranslationSkill.
VisualFeature	The strings indicating what visual feature types to return.
WebApiSkill	A skill that can call a Web API endpoint, allowing you to extend a skillset by having it call your custom code.

AmlSkill

The AML skill allows you to extend AI enrichment with a custom Azure Machine Learning (AML) model. Once an AML model is trained and deployed, an AML skill integrates it into AI enrichment.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Custom.AmlSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
degreeOfParallelism	integer	(Optional) When specified, indicates the number of calls the indexer will make in parallel to the endpoint you have provided. You can decrease this value if your endpoint is failing under too high of a request load, or raise it if your endpoint is able to accept more requests and you would like an increase in the performance of the indexer. If not set, a default value of 5 is used. The degreeOfParallelism can be set to a maximum of 10 and a minimum of 1.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
key	string	(Required for key authentication) The key for the AML service.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
region	string	(Optional for token authentication). The region the AML service is deployed in.
resourceId	string	(Required for token authentication). The Azure Resource Manager resource ID of the AML service. It should be in the format subscriptions/{guid}/resourceGroups/{resource-group-name}/Microsoft.MachineLearningServices/workspaces/{workspace-name}/services/{service_name}.
timeout	string	(Optional) When specified, indicates the timeout for the http client making the API call.
uri	string	(Required for no authentication or key authentication) The scoring URI of the AML service to which the JSON payload will be sent. Only the https URI scheme is allowed.

AzureActiveDirectoryApplicationCredentials

Credentials of a registered application created for your search service, used for authenticated access to the encryption keys stored in Azure Key Vault.

Name	Type	Description
applicationId	string	An AAD Application ID that was granted the required access permissions to the Azure Key Vault that is to be used when encrypting your data at rest. The Application ID should not be confused with the Object ID for your AAD Application.
applicationSecret	string	The authentication key of the specified AAD application.

AzureOpenAIEmbeddingSkill

Allows you to generate a vector embedding for a given text input using the Azure OpenAI resource.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.AzureOpenAIEmbeddingSkill	A URI fragment specifying the type of skill.
apiKey	string	API key for the designated Azure OpenAI resource.
authIdentity	SearchIndexerDataIdentity: SearchIndexerDataNoneIdentity SearchIndexerDataUserAssignedIdentity	The user-assigned managed identity used for outbound connections.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
deploymentId	string	ID of your Azure OpenAI model deployment on the designated resource.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
resourceUri	string	The resource URI for your Azure OpenAI resource.

CognitiveServicesAccountKey

The multi-region account key of an Azure AI service resource that's attached to a skillset.

Name	Type	Description
@odata.type	string: #Microsoft.Azure.Search.CognitiveServicesByKey	A URI fragment specifying the type of Azure AI service resource attached to a skillset.
description	string	Description of the Azure AI service resource attached to a skillset.
key	string	The key used to provision the Azure AI service resource attached to a skillset.

ConditionalSkill

A skill that enables scenarios that require a Boolean operation to determine the data to assign to an output.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Util.ConditionalSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

CustomEntity

An object that contains information about the matches that were found, and related metadata.

Name	Type	Description
accentSensitive	boolean	Defaults to false. Boolean value denoting whether comparisons with the entity name should be sensitive to accent.
aliases	CustomEntityAlias[]	An array of complex objects that can be used to specify alternative spellings or synonyms to the root entity name.
caseSensitive	boolean	Defaults to false. Boolean value denoting whether comparisons with the entity name should be sensitive to character casing. Sample case insensitive matches of "Microsoft" could be: microsoft, microSoft, MICROSOFT.
defaultAccentSensitive	boolean	Changes the default accent sensitivity value for this entity. It be used to change the default value of all aliases accentSensitive values.
defaultCaseSensitive	boolean	Changes the default case sensitivity value for this entity. It be used to change the default value of all aliases caseSensitive values.
defaultFuzzyEditDistance	integer	Changes the default fuzzy edit distance value for this entity. It can be used to change the default value of all aliases fuzzyEditDistance values.
description	string	This field can be used as a passthrough for custom metadata about the matched text(s). The value of this field will appear with every match of its entity in the skill output.
fuzzyEditDistance	integer	Defaults to 0. Maximum value of 5. Denotes the acceptable number of divergent characters that would still constitute a match with the entity name. The smallest possible fuzziness for any given match is returned. For instance, if the edit distance is set to 3, "Windows10" would still match "Windows", "Windows10" and "Windows 7". When case sensitivity is set to false, case differences do NOT count towards fuzziness tolerance, but otherwise do.
id	string	This field can be used as a passthrough for custom metadata about the matched text(s). The value of this field will appear with every match of its entity in the skill output.
name	string	The top-level entity descriptor. Matches in the skill output will be grouped by this name, and it should represent the "normalized" form of the text being found.
subtype	string	This field can be used as a passthrough for custom metadata about the matched text(s). The value of this field will appear with every match of its entity in the skill output.
type	string	This field can be used as a passthrough for custom metadata about the matched text(s). The value of this field will appear with every match of its entity in the skill output.

CustomEntityAlias

A complex object that can be used to specify alternative spellings or synonyms to the root entity name.

Name	Type	Description
accentSensitive	boolean	Determine if the alias is accent sensitive.
caseSensitive	boolean	Determine if the alias is case sensitive.
fuzzyEditDistance	integer	Determine the fuzzy edit distance of the alias.
text	string	The text of the alias.

CustomEntityLookupSkill

A skill looks for text from a custom, user-defined list of words and phrases.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.CustomEntityLookupSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	CustomEntityLookupSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
entitiesDefinitionUri	string	Path to a JSON or CSV file containing all the target text to match against. This entity definition is read at the beginning of an indexer run. Any updates to this file during an indexer run will not take effect until subsequent runs. This config must be accessible over HTTPS.
globalDefaultAccentSensitive	boolean	A global flag for AccentSensitive. If AccentSensitive is not set in CustomEntity, this value will be the default value.
globalDefaultCaseSensitive	boolean	A global flag for CaseSensitive. If CaseSensitive is not set in CustomEntity, this value will be the default value.
globalDefaultFuzzyEditDistance	integer	A global flag for FuzzyEditDistance. If FuzzyEditDistance is not set in CustomEntity, this value will be the default value.
inlineEntitiesDefinition	CustomEntity[]	The inline CustomEntity definition.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

CustomEntityLookupSkillLanguage

The language codes supported for input text by CustomEntityLookupSkill.

Name	Type	Description
da	string	Danish
de	string	German
en	string	English
es	string	Spanish
fi	string	Finnish
fr	string	French
it	string	Italian
ko	string	Korean
pt	string	Portuguese

DefaultCognitiveServicesAccount

An empty object that represents the default Azure AI service resource for a skillset.

Name	Type	Description
@odata.type	string: #Microsoft.Azure.Search.DefaultCognitiveServices	A URI fragment specifying the type of Azure AI service resource attached to a skillset.
description	string	Description of the Azure AI service resource attached to a skillset.

DocumentExtractionSkill

A skill that extracts content from a file within the enrichment pipeline.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Util.DocumentExtractionSkill	A URI fragment specifying the type of skill.
configuration	object	A dictionary of configurations for the skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
dataToExtract	string	The type of data to be extracted for the skill. Will be set to 'contentAndMetadata' if not defined.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
parsingMode	string	The parsingMode for the skill. Will be set to 'default' if not defined.

EntityCategory

A string indicating what entity categories to return.

Name	Type	Description
datetime	string	Entities describing a date and time.
email	string	Entities describing an email address.
location	string	Entities describing a physical location.
organization	string	Entities describing an organization.
person	string	Entities describing a person.
quantity	string	Entities describing a quantity.
url	string	Entities describing a URL.

EntityLinkingSkill

Using the Text Analytics API, extracts linked entities from text.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.V3.EntityLinkingSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	string	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
minimumPrecision	number	A value between 0 and 1 that be used to only include entities whose confidence score is greater than the value specified. If not set (default), or if explicitly set to null, all entities will be included.
modelVersion	string	The version of the model to use when calling the Text Analytics service. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

EntityRecognitionSkill

This skill is deprecated. Use the V3.EntityRecognitionSkill instead.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.EntityRecognitionSkill	A URI fragment specifying the type of skill.
categories	EntityCategory[]	A list of entity categories that should be extracted.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	EntityRecognitionSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
includeTypelessEntities	boolean	Determines whether or not to include entities which are well known but don't conform to a pre-defined type. If this configuration is not set (default), set to null or set to false, entities which don't conform to one of the pre-defined types will not be surfaced.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
minimumPrecision	number	A value between 0 and 1 that be used to only include entities whose confidence score is greater than the value specified. If not set (default), or if explicitly set to null, all entities will be included.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

EntityRecognitionSkillLanguage

Deprecated. The language codes supported for input text by EntityRecognitionSkill.

Name	Type	Description
ar	string	Arabic
cs	string	Czech
da	string	Danish
de	string	German
el	string	Greek
en	string	English
es	string	Spanish
fi	string	Finnish
fr	string	French
hu	string	Hungarian
it	string	Italian
ja	string	Japanese
ko	string	Korean
nl	string	Dutch
no	string	Norwegian (Bokmaal)
pl	string	Polish
pt-BR	string	Portuguese (Brazil)
pt-PT	string	Portuguese (Portugal)
ru	string	Russian
sv	string	Swedish
tr	string	Turkish
zh-Hans	string	Chinese-Simplified
zh-Hant	string	Chinese-Traditional

EntityRecognitionSkillV3

Using the Text Analytics API, extracts entities of different types from text.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.V3.EntityRecognitionSkill	A URI fragment specifying the type of skill.
categories	string[]	A list of entity categories that should be extracted.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	string	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
minimumPrecision	number	A value between 0 and 1 that be used to only include entities whose confidence score is greater than the value specified. If not set (default), or if explicitly set to null, all entities will be included.
modelVersion	string	The version of the model to use when calling the Text Analytics API. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

ImageAnalysisSkill

A skill that analyzes image files. It extracts a rich set of visual features based on the image content.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Vision.ImageAnalysisSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	ImageAnalysisSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
details	ImageDetail[]	A string indicating which domain-specific details to return.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
visualFeatures	VisualFeature[]	A list of visual features.

ImageAnalysisSkillLanguage

The language codes supported for input by ImageAnalysisSkill.

Name	Type	Description
ar	string	Arabic
az	string	Azerbaijani
bg	string	Bulgarian
bs	string	Bosnian Latin
ca	string	Catalan
cs	string	Czech
cy	string	Welsh
da	string	Danish
de	string	German
el	string	Greek
en	string	English
es	string	Spanish
et	string	Estonian
eu	string	Basque
fi	string	Finnish
fr	string	French
ga	string	Irish
gl	string	Galician
he	string	Hebrew
hi	string	Hindi
hr	string	Croatian
hu	string	Hungarian
id	string	Indonesian
it	string	Italian
ja	string	Japanese
kk	string	Kazakh
ko	string	Korean
lt	string	Lithuanian
lv	string	Latvian
mk	string	Macedonian
ms	string	Malay Malaysia
nb	string	Norwegian (Bokmal)
nl	string	Dutch
pl	string	Polish
prs	string	Dari
pt	string	Portuguese-Portugal
pt-BR	string	Portuguese-Brazil
pt-PT	string	Portuguese-Portugal
ro	string	Romanian
ru	string	Russian
sk	string	Slovak
sl	string	Slovenian
sr-Cyrl	string	Serbian - Cyrillic RS
sr-Latn	string	Serbian - Latin RS
sv	string	Swedish
th	string	Thai
tr	string	Turkish
uk	string	Ukrainian
vi	string	Vietnamese
zh	string	Chinese Simplified
zh-Hans	string	Chinese Simplified
zh-Hant	string	Chinese Traditional

ImageDetail

A string indicating which domain-specific details to return.

Name	Type	Description
celebrities	string	Details recognized as celebrities.
landmarks	string	Details recognized as landmarks.

IndexProjectionMode

Defines behavior of the index projections in relation to the rest of the indexer.

Name	Type	Description
includeIndexingParentDocuments	string	The source document will be written into the indexer's target index. This is the default pattern.
skipIndexingParentDocuments	string	The source document will be skipped from writing into the indexer's target index.

InputFieldMappingEntry

Input field mapping for a skill.

Name	Type	Description
inputs	InputFieldMappingEntry[]	The recursive inputs used when creating a complex type.
name	string	The name of the input.
source	string	The source of the input.
sourceContext	string	The source context used for selecting recursive inputs.

KeyPhraseExtractionSkill

A skill that uses text analytics for key phrase extraction.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.KeyPhraseExtractionSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	KeyPhraseExtractionSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
maxKeyPhraseCount	integer	A number indicating how many key phrases to return. If absent, all identified key phrases will be returned.
modelVersion	string	The version of the model to use when calling the Text Analytics service. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

KeyPhraseExtractionSkillLanguage

The language codes supported for input text by KeyPhraseExtractionSkill.

Name	Type	Description
da	string	Danish
de	string	German
en	string	English
es	string	Spanish
fi	string	Finnish
fr	string	French
it	string	Italian
ja	string	Japanese
ko	string	Korean
nl	string	Dutch
no	string	Norwegian (Bokmaal)
pl	string	Polish
pt-BR	string	Portuguese (Brazil)
pt-PT	string	Portuguese (Portugal)
ru	string	Russian
sv	string	Swedish

LanguageDetectionSkill

A skill that detects the language of input text and reports a single language code for every document submitted on the request. The language code is paired with a score indicating the confidence of the analysis.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.LanguageDetectionSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultCountryHint	string	A country code to use as a hint to the language detection model if it cannot disambiguate the language.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
modelVersion	string	The version of the model to use when calling the Text Analytics service. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

LineEnding

Defines the sequence of characters to use between the lines of text recognized by the OCR skill. The default value is "space".

Name	Type	Description
carriageReturn	string	Lines are separated by a carriage return ('\r') character.
carriageReturnLineFeed	string	Lines are separated by a carriage return and a line feed ('\r\n') character.
lineFeed	string	Lines are separated by a single line feed ('\n') character.
space	string	Lines are separated by a single space character.

MergeSkill

A skill for merging two or more strings into a single unified string, with an optional user-defined delimiter separating each component part.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.MergeSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
insertPostTag	string	The tag indicates the end of the merged text. By default, the tag is an empty space.
insertPreTag	string	The tag indicates the start of the merged text. By default, the tag is an empty space.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

OcrSkill

A skill that extracts text from image files.

Name	Type	Default value	Description
@odata.type	string: #Microsoft.Skills.Vision.OcrSkill		A URI fragment specifying the type of skill.
context	string		Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	OcrSkillLanguage		A value indicating which language code to use. Default is `en`.
description	string		The description of the skill which describes the inputs, outputs, and usage of the skill.
detectOrientation	boolean	False	A value indicating to turn orientation detection on or not. Default is false.
inputs	InputFieldMappingEntry[]		Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
lineEnding	LineEnding		Defines the sequence of characters to use between the lines of text recognized by the OCR skill. The default value is "space".
name	string		The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]		The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

OcrSkillLanguage

The language codes supported for input by OcrSkill.

Name	Type	Description
Jns	string	Jaunsari (Devanagiri)
af	string	Afrikaans
anp	string	Angika (Devanagiri)
ar	string	Arabic
ast	string	Asturian
awa	string	Awadhi-Hindi (Devanagiri)
az	string	Azerbaijani (Latin)
be	string	Belarusian (Cyrillic and Latin)
be-cyrl	string	Belarusian (Cyrillic)
be-latn	string	Belarusian (Latin)
bfy	string	Bagheli
bfz	string	Mahasu Pahari (Devanagiri)
bg	string	Bulgarian
bgc	string	Haryanvi
bho	string	Bhojpuri-Hindi (Devanagiri)
bi	string	Bislama
bns	string	Bundeli
br	string	Breton
bra	string	Brajbha
brx	string	Bodo (Devanagiri)
bs	string	Bosnian Latin
bua	string	Buryat (Cyrillic)
ca	string	Catalan
ceb	string	Cebuano
ch	string	Chamorro
cnr-cyrl	string	Montenegrin (Cyrillic)
cnr-latn	string	Montenegrin (Latin)
co	string	Corsican
crh	string	Crimean Tatar (Latin)
cs	string	Czech
csb	string	Kashubian
cy	string	Welsh
da	string	Danish
de	string	German
dhi	string	Dhimal (Devanagiri)
doi	string	Dogri (Devanagiri)
dsb	string	Lower Sorbian
el	string	Greek
en	string	English
es	string	Spanish
et	string	Estonian
eu	string	Basque
fa	string	Persian
fi	string	Finnish
fil	string	Filipino
fj	string	Fijian
fo	string	Faroese
fr	string	French
fur	string	Frulian
fy	string	Western Frisian
ga	string	Irish
gag	string	Gagauz (Latin)
gd	string	Scottish Gaelic
gil	string	Gilbertese
gl	string	Galician
gon	string	Gondi (Devanagiri)
gv	string	Manx
gvr	string	Gurung (Devanagiri)
haw	string	Hawaiian
hi	string	Hindi
hlb	string	Halbi (Devanagiri)
hne	string	Chhattisgarhi (Devanagiri)
hni	string	Hani
hoc	string	Ho (Devanagiri)
hr	string	Croatian
hsb	string	Upper Sorbian
ht	string	Haitian Creole
hu	string	Hungarian
ia	string	Interlingua
id	string	Indonesian
is	string	Icelandic
it	string	Italian
iu	string	Inuktitut (Latin)
ja	string	Japanese
jv	string	Javanese
kaa	string	Kara-Kalpak (Latin)
kaa-cyrl	string	Kara-Kalpak (Cyrillic)
kac	string	Kachin (Latin)
kea	string	Kabuverdianu
kfq	string	Korku
kha	string	Khasi
kk-cyrl	string	Kazakh (Cyrillic)
kk-latn	string	Kazakh (Latin)
kl	string	Greenlandic
klr	string	Khaling
kmj	string	Malto (Devanagiri)
ko	string	Korean
kos	string	Kosraean
kpy	string	Koryak
krc	string	Karachay-Balkar
kru	string	Kurukh (Devanagiri)
ksh	string	Ripuarian
ku-arab	string	Kurdish (Arabic)
ku-latn	string	Kurdish (Latin)
kum	string	Kumyk (Cyrillic)
kw	string	Cornish
ky	string	Kyrgyz (Cyrillic)
la	string	Latin
lb	string	Luxembourgish
lkt	string	Lakota
lt	string	Lithuanian
mi	string	Maori
mn	string	Mongolian (Cyrillic)
mr	string	Marathi
ms	string	Malay (Latin)
mt	string	Maltese
mww	string	Hmong Daw (Latin)
myv	string	Erzya (Cyrillic)
nap	string	Neapolitan
nb	string	Norwegian
ne	string	Nepali
niu	string	Niuean
nl	string	Dutch
no	string	Norwegian
nog	string	Nogay
oc	string	Occitan
os	string	Ossetic
pa	string	Punjabi (Arabic)
pl	string	Polish
prs	string	Dari
ps	string	Pashto
pt	string	Portuguese
quc	string	K'iche'
rab	string	Chamling
rm	string	Romansh
ro	string	Romanian
ru	string	Russian
sa	string	Sanskrit (Devanagiri)
sat	string	Santali (Devanagiri)
sck	string	Sadri (Devanagiri)
sco	string	Scots
sk	string	Slovak
sl	string	Slovenian
sm	string	Samoan (Latin)
sma	string	Southern Sami
sme	string	Northern Sami (Latin)
smj	string	Lule Sami
smn	string	Inari Sami
sms	string	Skolt Sami
so	string	Somali (Arabic)
sq	string	Albanian
sr	string	Serbian (Latin)
sr-Cyrl	string	Serbian (Cyrillic)
sr-Latn	string	Serbian (Latin)
srx	string	Sirmauri (Devanagiri)
sv	string	Swedish
sw	string	Swahili (Latin)
tet	string	Tetum
tg	string	Tajik (Cyrillic)
thf	string	Thangmi
tk	string	Turkmen (Latin)
to	string	Tongan
tr	string	Turkish
tt	string	Tatar (Latin)
tyv	string	Tuvan
ug	string	Uyghur (Arabic)
unk	string	Unknown (All)
ur	string	Urdu
uz	string	Uzbek (Latin)
uz-arab	string	Uzbek (Arabic)
uz-cyrl	string	Uzbek (Cyrillic)
vo	string	Volapük
wae	string	Walser
xnr	string	Kangri (Devanagiri)
xsr	string	Sherpa (Devanagiri)
yua	string	Yucatec Maya
za	string	Zhuang
zh-Hans	string	Chinese Simplified
zh-Hant	string	Chinese Traditional
zu	string	Zulu

OutputFieldMappingEntry

Output field mapping for a skill.

Name	Type	Description
name	string	The name of the output defined by the skill.
targetName	string	The target name of the output. It is optional and default to name.

PIIDetectionSkill

Using the Text Analytics API, extracts personal information from an input text and gives you the option of masking it.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.PIIDetectionSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	string	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
domain	string	If specified, will set the PII domain to include only a subset of the entity categories. Possible values include: 'phi', 'none'. Default is 'none'.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
maskingCharacter	string	The character used to mask the text if the maskingMode parameter is set to replace. Default is '*'.
maskingMode	PIIDetectionSkillMaskingMode	A parameter that provides various ways to mask the personal information detected in the input text. Default is 'none'.
minimumPrecision	number	A value between 0 and 1 that be used to only include entities whose confidence score is greater than the value specified. If not set (default), or if explicitly set to null, all entities will be included.
modelVersion	string	The version of the model to use when calling the Text Analytics service. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
piiCategories	string[]	A list of PII entity categories that should be extracted and masked.

PIIDetectionSkillMaskingMode

A string indicating what maskingMode to use to mask the personal information detected in the input text.

Name	Type	Description
none	string	No masking occurs and the maskedText output will not be returned.
replace	string	Replaces the detected entities with the character given in the maskingCharacter parameter. The character will be repeated to the length of the detected entity so that the offsets will correctly correspond to both the input text as well as the output maskedText.

SearchError

Describes an error condition for the API.

Name	Type	Description
code	string	One of a server-defined set of error codes.
details	SearchError[]	An array of details about specific errors that led to this reported error.
message	string	A human-readable representation of the error.

SearchIndexerDataNoneIdentity

Clears the identity property of a datasource.

Name	Type	Description
@odata.type	string: #Microsoft.Azure.Search.DataNoneIdentity	A URI fragment specifying the type of identity.

SearchIndexerDataUserAssignedIdentity

Specifies the identity for a datasource to use.

Name	Type	Description
@odata.type	string: #Microsoft.Azure.Search.DataUserAssignedIdentity	A URI fragment specifying the type of identity.
userAssignedIdentity	string	The fully qualified Azure resource Id of a user assigned managed identity typically in the form "/subscriptions/12345678-1234-1234-1234-1234567890ab/resourceGroups/rg/providers/Microsoft.ManagedIdentity/userAssignedIdentities/myId" that should have been assigned to the search service.

SearchIndexerIndexProjections

Definition of additional projections to secondary search indexes.

Name	Type	Description
parameters	SearchIndexerIndexProjectionsParameters	A dictionary of index projection-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.
selectors	SearchIndexerIndexProjectionSelector[]	A list of projections to be performed to secondary search indexes.

SearchIndexerIndexProjectionSelector

Description for what data to store in the designated search index.

Name	Type	Description
mappings	InputFieldMappingEntry[]	Mappings for the projection, or which source should be mapped to which field in the target index.
parentKeyFieldName	string	Name of the field in the search index to map the parent document's key value to. Must be a string field that is filterable and not the key field.
sourceContext	string	Source context for the projections. Represents the cardinality at which the document will be split into multiple sub documents.
targetIndexName	string	Name of the search index to project to. Must have a key field with the 'keyword' analyzer set.

SearchIndexerIndexProjectionsParameters

A dictionary of index projection-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.

Name	Type	Description
projectionMode	IndexProjectionMode	Defines behavior of the index projections in relation to the rest of the indexer.

SearchIndexerKnowledgeStore

Definition of additional projections to azure blob, table, or files, of enriched data.

Name	Type	Description
identity	SearchIndexerDataIdentity: SearchIndexerDataNoneIdentity SearchIndexerDataUserAssignedIdentity	The user-assigned managed identity used for connections to Azure Storage when writing knowledge store projections. If the connection string indicates an identity (ResourceId) and it's not specified, the system-assigned managed identity is used. On updates to the indexer, if the identity is unspecified, the value remains unchanged. If set to "none", the value of this property is cleared.
parameters	SearchIndexerKnowledgeStoreParameters	A dictionary of knowledge store-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.
projections	SearchIndexerKnowledgeStoreProjection[]	A list of additional projections to perform during indexing.
storageConnectionString	string	The connection string to the storage account projections will be stored in.

SearchIndexerKnowledgeStoreFileProjectionSelector

Projection definition for what data to store in Azure Files.

Name	Type	Description
generatedKeyName	string	Name of generated key to store projection under.
inputs	InputFieldMappingEntry[]	Nested inputs for complex projections.
referenceKeyName	string	Name of reference key to different projection.
source	string	Source data to project.
sourceContext	string	Source context for complex projections.
storageContainer	string	Blob container to store projections in.

SearchIndexerKnowledgeStoreObjectProjectionSelector

Projection definition for what data to store in Azure Blob.

Name	Type	Description
generatedKeyName	string	Name of generated key to store projection under.
inputs	InputFieldMappingEntry[]	Nested inputs for complex projections.
referenceKeyName	string	Name of reference key to different projection.
source	string	Source data to project.
sourceContext	string	Source context for complex projections.
storageContainer	string	Blob container to store projections in.

SearchIndexerKnowledgeStoreParameters

A dictionary of knowledge store-specific configuration properties. Each name is the name of a specific property. Each value must be of a primitive type.

Name	Type	Default value	Description
synthesizeGeneratedKeyName	boolean	False	Whether or not projections should synthesize a generated key name if one isn't already present.

SearchIndexerKnowledgeStoreProjection

Container object for various projection selectors.

Name	Type	Description
files	SearchIndexerKnowledgeStoreFileProjectionSelector[]	Projections to Azure File storage.
objects	SearchIndexerKnowledgeStoreObjectProjectionSelector[]	Projections to Azure Blob storage.
tables	SearchIndexerKnowledgeStoreTableProjectionSelector[]	Projections to Azure Table storage.

SearchIndexerKnowledgeStoreTableProjectionSelector

Description for what data to store in Azure Tables.

Name	Type	Description
generatedKeyName	string	Name of generated key to store projection under.
inputs	InputFieldMappingEntry[]	Nested inputs for complex projections.
referenceKeyName	string	Name of reference key to different projection.
source	string	Source data to project.
sourceContext	string	Source context for complex projections.
tableName	string	Name of the Azure table to store projected data in.

SearchIndexerSkillset

A list of skills.

Name	Type	Description
@odata.etag	string	The ETag of the skillset.
cognitiveServices	CognitiveServicesAccount: CognitiveServicesAccountKey DefaultCognitiveServicesAccount	Details about the Azure AI service to be used when running skills.
description	string	The description of the skillset.
encryptionKey	SearchResourceEncryptionKey	A description of an encryption key that you create in Azure Key Vault. This key is used to provide an additional level of encryption-at-rest for your skillset definition when you want full assurance that no one, not even Microsoft, can decrypt your skillset definition. Once you have encrypted your skillset definition, it will always remain encrypted. The search service will ignore attempts to set this property to null. You can change this property as needed if you want to rotate your encryption key; Your skillset definition will be unaffected. Encryption with customer-managed keys is not available for free search services, and is only available for paid services created on or after January 1, 2019.
indexProjections	SearchIndexerIndexProjections	Definition of additional projections to secondary search index(es).
knowledgeStore	SearchIndexerKnowledgeStore	Definition of additional projections to Azure blob, table, or files, of enriched data.
name	string	The name of the skillset.
skills	SearchIndexerSkill[]: AmlSkill[] AzureOpenAIEmbeddingSkill[] ConditionalSkill[] CustomEntityLookupSkill[] DocumentExtractionSkill[] EntityLinkingSkill[] EntityRecognitionSkill[] EntityRecognitionSkillV3[] ImageAnalysisSkill[] KeyPhraseExtractionSkill[] LanguageDetectionSkill[] MergeSkill[] OcrSkill[] PIIDetectionSkill[] SentimentSkill[] SentimentSkillV3[] ShaperSkill[] SplitSkill[] TextTranslationSkill[] WebApiSkill[]	A list of skills in the skillset.

SearchResourceEncryptionKey

A customer-managed encryption key in Azure Key Vault. Keys that you create and manage can be used to encrypt or decrypt data-at-rest, such as indexes and synonym maps.

Name	Type	Description
accessCredentials	AzureActiveDirectoryApplicationCredentials	Optional Azure Active Directory credentials used for accessing your Azure Key Vault. Not required if using managed identity instead.
identity	SearchIndexerDataIdentity: SearchIndexerDataNoneIdentity SearchIndexerDataUserAssignedIdentity	An explicit managed identity to use for this encryption key. If not specified and the access credentials property is null, the system-assigned managed identity is used. On update to the resource, if the explicit identity is unspecified, it remains unchanged. If "none" is specified, the value of this property is cleared.
keyVaultKeyName	string	The name of your Azure Key Vault key to be used to encrypt your data at rest.
keyVaultKeyVersion	string	The version of your Azure Key Vault key to be used to encrypt your data at rest.
keyVaultUri	string	The URI of your Azure Key Vault, also referred to as DNS name, that contains the key to be used to encrypt your data at rest. An example URI might be `https://my-keyvault-name.vault.azure.net`.

SentimentSkill

This skill is deprecated. Use the V3.SentimentSkill instead.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.SentimentSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	SentimentSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

SentimentSkillLanguage

Deprecated. The language codes supported for input text by SentimentSkill.

Name	Type	Description
da	string	Danish
de	string	German
el	string	Greek
en	string	English
es	string	Spanish
fi	string	Finnish
fr	string	French
it	string	Italian
nl	string	Dutch
no	string	Norwegian (Bokmaal)
pl	string	Polish
pt-PT	string	Portuguese (Portugal)
ru	string	Russian
sv	string	Swedish
tr	string	Turkish

SentimentSkillV3

Using the Text Analytics API, evaluates unstructured text and for each record, provides sentiment labels (such as "negative", "neutral" and "positive") based on the highest confidence score found by the service at a sentence and document-level.

Name	Type	Default value	Description
@odata.type	string: #Microsoft.Skills.Text.V3.SentimentSkill		A URI fragment specifying the type of skill.
context	string		Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	string		A value indicating which language code to use. Default is `en`.
description	string		The description of the skill which describes the inputs, outputs, and usage of the skill.
includeOpinionMining	boolean	False	If set to true, the skill output will include information from Text Analytics for opinion mining, namely targets (nouns or verbs) and their associated assessment (adjective) in the text. Default is false.
inputs	InputFieldMappingEntry[]		Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
modelVersion	string		The version of the model to use when calling the Text Analytics service. It will default to the latest available when not specified. We recommend you do not specify this value unless absolutely necessary.
name	string		The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]		The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

ShaperSkill

A skill for reshaping the outputs. It creates a complex type to support composite fields (also known as multipart fields).

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Util.ShaperSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.

SplitSkill

A skill to split a string into chunks of text.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.SplitSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultLanguageCode	SplitSkillLanguage	A value indicating which language code to use. Default is `en`.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
maximumPageLength	integer	The desired maximum page length. Default is 10000.
maximumPagesToTake	integer	Only applicable when textSplitMode is set to 'pages'. If specified, the SplitSkill will discontinue splitting after processing the first 'maximumPagesToTake' pages, in order to improve performance when only a few initial pages are needed from each document.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
pageOverlapLength	integer	Only applicable when textSplitMode is set to 'pages'. If specified, n+1th chunk will start with this number of characters/tokens from the end of the nth chunk.
textSplitMode	TextSplitMode	A value indicating which split mode to perform.

SplitSkillLanguage

The language codes supported for input text by SplitSkill.

Name	Type	Description
am	string	Amharic
bs	string	Bosnian
cs	string	Czech
da	string	Danish
de	string	German
en	string	English
es	string	Spanish
et	string	Estonian
fi	string	Finnish
fr	string	French
he	string	Hebrew
hi	string	Hindi
hr	string	Croatian
hu	string	Hungarian
id	string	Indonesian
is	string	Icelandic
it	string	Italian
ja	string	Japanese
ko	string	Korean
lv	string	Latvian
nb	string	Norwegian
nl	string	Dutch
pl	string	Polish
pt	string	Portuguese (Portugal)
pt-br	string	Portuguese (Brazil)
ru	string	Russian
sk	string	Slovak
sl	string	Slovenian
sr	string	Serbian
sv	string	Swedish
tr	string	Turkish
ur	string	Urdu
zh	string	Chinese (Simplified)

TextSplitMode

A value indicating which split mode to perform.

Name	Type	Description
pages	string	Split the text into individual pages.
sentences	string	Split the text into individual sentences.

TextTranslationSkill

A skill to translate text from one language to another.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Text.TranslationSkill	A URI fragment specifying the type of skill.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
defaultFromLanguageCode	TextTranslationSkillLanguage	The language code to translate documents from for documents that don't specify the from language explicitly.
defaultToLanguageCode	TextTranslationSkillLanguage	The language code to translate documents into for documents that don't specify the to language explicitly.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
suggestedFrom	TextTranslationSkillLanguage	The language code to translate documents from when neither the fromLanguageCode input nor the defaultFromLanguageCode parameter are provided, and the automatic language detection is unsuccessful. Default is `en`.

TextTranslationSkillLanguage

The language codes supported for input text by TextTranslationSkill.

Name	Type	Description
af	string	Afrikaans
ar	string	Arabic
bg	string	Bulgarian
bn	string	Bangla
bs	string	Bosnian (Latin)
ca	string	Catalan
cs	string	Czech
cy	string	Welsh
da	string	Danish
de	string	German
el	string	Greek
en	string	English
es	string	Spanish
et	string	Estonian
fa	string	Persian
fi	string	Finnish
fil	string	Filipino
fj	string	Fijian
fr	string	French
ga	string	Irish
he	string	Hebrew
hi	string	Hindi
hr	string	Croatian
ht	string	Haitian Creole
hu	string	Hungarian
id	string	Indonesian
is	string	Icelandic
it	string	Italian
ja	string	Japanese
kn	string	Kannada
ko	string	Korean
lt	string	Lithuanian
lv	string	Latvian
mg	string	Malagasy
mi	string	Maori
ml	string	Malayalam
ms	string	Malay
mt	string	Maltese
mww	string	Hmong Daw
nb	string	Norwegian
nl	string	Dutch
otq	string	Queretaro Otomi
pa	string	Punjabi
pl	string	Polish
pt	string	Portuguese
pt-PT	string	Portuguese (Portugal)
pt-br	string	Portuguese (Brazil)
ro	string	Romanian
ru	string	Russian
sk	string	Slovak
sl	string	Slovenian
sm	string	Samoan
sr-Cyrl	string	Serbian (Cyrillic)
sr-Latn	string	Serbian (Latin)
sv	string	Swedish
sw	string	Kiswahili
ta	string	Tamil
te	string	Telugu
th	string	Thai
tlh	string	Klingon
tlh-Latn	string	Klingon (Latin script)
tlh-Piqd	string	Klingon (Klingon script)
to	string	Tongan
tr	string	Turkish
ty	string	Tahitian
uk	string	Ukrainian
ur	string	Urdu
vi	string	Vietnamese
yua	string	Yucatec Maya
yue	string	Cantonese (Traditional)
zh-Hans	string	Chinese Simplified
zh-Hant	string	Chinese Traditional

VisualFeature

The strings indicating what visual feature types to return.

Name	Type	Description
adult	string	Visual features recognized as adult persons.
brands	string	Visual features recognized as commercial brands.
categories	string	Categories.
description	string	Description.
faces	string	Visual features recognized as people faces.
objects	string	Visual features recognized as objects.
tags	string	Tags.

WebApiSkill

A skill that can call a Web API endpoint, allowing you to extend a skillset by having it call your custom code.

Name	Type	Description
@odata.type	string: #Microsoft.Skills.Custom.WebApiSkill	A URI fragment specifying the type of skill.
authIdentity	SearchIndexerDataIdentity: SearchIndexerDataNoneIdentity SearchIndexerDataUserAssignedIdentity	The user-assigned managed identity used for outbound connections. If an authResourceId is provided and it's not specified, the system-assigned managed identity is used. On updates to the indexer, if the identity is unspecified, the value remains unchanged. If set to "none", the value of this property is cleared.
authResourceId	string	Applies to custom skills that connect to external code in an Azure function or some other application that provides the transformations. This value should be the application ID created for the function or app when it was registered with Azure Active Directory. When specified, the custom skill connects to the function or app using a managed ID (either system or user-assigned) of the search service and the access token of the function or app, using this value as the resource id for creating the scope of the access token.
batchSize	integer	The desired batch size which indicates number of documents.
context	string	Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
degreeOfParallelism	integer	If set, the number of parallel calls that can be made to the Web API.
description	string	The description of the skill which describes the inputs, outputs, and usage of the skill.
httpHeaders	object	The headers required to make the http request.
httpMethod	string	The method for the http request.
inputs	InputFieldMappingEntry[]	Inputs of the skills could be a column in the source data set, or the output of an upstream skill.
name	string	The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
outputs	OutputFieldMappingEntry[]	The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill.
timeout	string	The desired timeout for the request. Default is 30 seconds.
uri	string	The url for the Web API.

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