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3 changes: 2 additions & 1 deletion sdk/formrecognizer/azure-ai-formrecognizer/samples/README.md
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Expand Up @@ -4,7 +4,8 @@ languages:
- python
products:
- azure
- azure-ai-formrecognizer
- azure-cognitive-services
- azure-form-recognizer
urlFragment: formrecognizer-samples
---

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20 changes: 10 additions & 10 deletions sdk/textanalytics/azure-ai-textanalytics/README.md
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Expand Up @@ -44,7 +44,7 @@ az cognitiveservices account create \
--yes
```

Interaction with this service begins with an instance of a [client](#client "ta-client").
Interaction with this service begins with an instance of a [client](#textanalyticsclient "TextAnalyticsClient").
To create a client object, you will need the cognitive services or text analytics `endpoint` to
your resource and a `credential` that allows you access:

Expand Down Expand Up @@ -130,7 +130,7 @@ text_analytics_client = TextAnalyticsClient(
## Key concepts

### TextAnalyticsClient
The Text Analytics client library provides a [TextAnalyticsClient][text_analytics_client] to do analysis on [batches of documents](#Examples "examples").
The Text Analytics client library provides a [TextAnalyticsClient][text_analytics_client] to do analysis on [batches of documents](#examples "Examples").
It provides both synchronous and asynchronous operations to access a specific use of Text Analytics, such as language detection or key phrase extraction.

### Input
Expand Down Expand Up @@ -410,11 +410,11 @@ Authenticate the client with a Cognitive Services/Text Analytics API key or a to
* [sample_authentication.py][sample_authentication] ([async version][sample_authentication_async])

In a batch of documents:
* Detect language: [sample_detect_language.py][detect_language_sample] ([async version][detect_language_sample_async])
* Analyze sentiment: [sample_analyze_sentiment.py][analyze_sentiment_sample] ([async version][analyze_sentiment_sample_async])
* Recognize entities: [sample_recognize_entities.py][recognize_entities_sample] ([async version][recognize_entities_sample_async])
* Recognize linked entities: [sample_recognize_linked_entities.py][recognize_linked_entities_sample] ([async version][recognize_linked_entities_sample_async])
* Extract key phrases: [sample_extract_key_phrases.py][extract_key_phrases_sample] ([async version][extract_key_phrases_sample_async])
* Analyze sentiment: [sample_analyze_sentiment.py][analyze_sentiment_sample] ([async version][analyze_sentiment_sample_async])
* Detect language: [sample_detect_language.py][detect_language_sample] ([async version][detect_language_sample_async])

### Additional documentation
For more extensive documentation on Azure Cognitive Services Text Analytics, see the [Text Analytics documentation][TA_product_documentation] on docs.microsoft.com.
Expand All @@ -428,7 +428,7 @@ This project has adopted the [Microsoft Open Source Code of Conduct][code_of_con

<!-- LINKS -->

[source_code]: azure/ai/textanalytics
[source_code]: https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/textanalytics/azure-ai-textanalytics/azure/ai/textanalytics
[TA_pypi]: https://pypi.org/project/azure-ai-textanalytics/
[TA_ref_docs]: https://aka.ms/azsdk-python-textanalytics-ref-docs
[TA_samples]: https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/textanalytics/azure-ai-textanalytics/samples
Expand All @@ -444,14 +444,14 @@ This project has adopted the [Microsoft Open Source Code of Conduct][code_of_con
[azure_portal_get_endpoint]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account?tabs=multiservice%2Cwindows#get-the-keys-for-your-resource
[cognitive_authentication]: https://docs.microsoft.com/azure/cognitive-services/authentication
[cognitive_authentication_api_key]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account?tabs=multiservice%2Cwindows#get-the-keys-for-your-resource
[install_azure_identity]: ../../identity/azure-identity#install-the-package
[install_azure_identity]: https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/identity/azure-identity#install-the-package
[register_aad_app]: https://docs.microsoft.com/azure/cognitive-services/authentication#assign-a-role-to-a-service-principal
[grant_role_access]: https://docs.microsoft.com/azure/cognitive-services/authentication#assign-a-role-to-a-service-principal
[cognitive_custom_subdomain]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-custom-subdomains
[custom_subdomain]: https://docs.microsoft.com/azure/cognitive-services/authentication#create-a-resource-with-a-custom-subdomain
[cognitive_authentication_aad]: https://docs.microsoft.com/azure/cognitive-services/authentication#authenticate-with-azure-active-directory
[azure_identity_credentials]: ../../identity/azure-identity#credentials
[default_azure_credential]: ../../identity/azure-identity#defaultazurecredential
[azure_identity_credentials]: https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/identity/azure-identity#credentials
[default_azure_credential]: https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/identity/azure-identity#defaultazurecredential
[service_limits]: https://docs.microsoft.com/azure/cognitive-services/text-analytics/overview#data-limits
[azure-key-credential]: https://aka.ms/azsdk-python-core-azurekeycredential

Expand Down Expand Up @@ -481,8 +481,8 @@ This project has adopted the [Microsoft Open Source Code of Conduct][code_of_con
[named_entity_categories]: https://docs.microsoft.com/azure/cognitive-services/text-analytics/named-entity-types?tabs=general

[azure_core_ref_docs]: https://aka.ms/azsdk-python-core-policies
[azure_core]: ../../core/azure-core/README.md
[azure_identity]: ../../identity/azure-identity
[azure_core]: https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/core/azure-core/README.md
[azure_identity]: https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/identity/azure-identity
[python_logging]: https://docs.python.org/3.5/library/logging.html
[sample_authentication]: https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/textanalytics/azure-ai-textanalytics/samples/sample_authentication.py
[sample_authentication_async]: https://github.com/Azure/azure-sdk-for-python/blob/master/sdk/textanalytics/azure-ai-textanalytics/samples/async_samples/sample_authentication_async.py
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3 changes: 2 additions & 1 deletion sdk/textanalytics/azure-ai-textanalytics/samples/README.md
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Expand Up @@ -4,7 +4,8 @@ languages:
- python
products:
- azure
- azure-ai-textanalytics
- azure-cognitive-services
- azure-text-analytics
urlFragment: textanalytics-samples
---

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