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Co-authored-by: Courtney Wales <[email protected]>

Author: v-dirichards

articles/ai-foundry/model-inference/concepts/models.md

@@ -17,7 +17,7 @@ ms.custom: references_regions, tool_generated
 
 Azure AI model inference in Azure AI Foundry gives you access to flagship models in Azure AI to consume them as APIs without hosting them on your infrastructure.
 
-:::image type="content" source="../media/models/models-catalog.gif" alt-text="An animation showing Azure AI Studio model catalog section and the models available." lightbox="../media/models/models-catalog.gif":::
+:::image type="content" source="../media/models/models-catalog.gif" alt-text="An animation showing Azure AI Foundry portal model catalog section and the models available." lightbox="../media/models/models-catalog.gif":::
 
 Model availability varies by model provider, deployment SKU, and cloud. All models available in Azure AI Model Inference support the [Global standard](deployment-types.md#global-standard) deployment type which uses global capacity to guarantee throughput. [Azure OpenAI models](#azure-openai) also support regional deployments and [sovereign clouds](/entra/identity-platform/authentication-national-cloud)—Azure Government, Azure Germany, and Azure China 21Vianet.
 

articles/ai-foundry/model-inference/how-to/quickstart-github-models.md

@@ -97,5 +97,5 @@ See the [FAQ section](../faq.yml) to explore more help.
 
 ## Next steps
 
-* [Explore the model catalog](https://ai.azure.com/github/models) in Azure AI Studio.
+* [Explore the model catalog](https://ai.azure.com/github/models) in Azure AI Foundry portal.
 * [Add more models](create-model-deployments.md) to your endpoint.

articles/ai-services/language-service/key-phrase-extraction/includes/quickstarts/azure-ai-foundry.md

@@ -46,4 +46,4 @@ After your operation is completed, each entity is underlined in the center pane
 |------|----------------------------|
 |Extracted key phrases|A list of the extracted key phrases.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/key-phrase-extraction.png" alt-text="A screenshot of an example of Extract key phrases in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/key-phrase-extraction.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/key-phrase-extraction.png" alt-text="A screenshot of an example of Extract key phrases in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/key-phrase-extraction.png":::

articles/ai-services/language-service/language-detection/includes/quickstarts/azure-ai-foundry.md

@@ -50,4 +50,4 @@ After your operation is completed, the **Details** section contains the followin
 |Script Name| The name of the most detected script in the text.
 |Iso 15924 Script Code| The ISO 15924 script code for the most detected script.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/language-detection.png" alt-text="A screenshot of an example of detect language in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/language-detection.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/language-detection.png" alt-text="A screenshot of an example of detect language in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/language-detection.png":::

articles/ai-services/language-service/named-entity-recognition/includes/quickstarts/azure-ai-foundry.md

@@ -53,4 +53,4 @@ After your operation is completed, the type of entity is displayed beneath each
 |Length| The character length of the entity.|
 |Confidence| How confident the model is in the correctness of identification of entity's type.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/named-entity-recognition.png" alt-text="A screenshot of an example of extract named entities in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/named-entity-recognition.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/named-entity-recognition.png" alt-text="A screenshot of an example of extract named entities in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/named-entity-recognition.png":::

articles/ai-services/language-service/personally-identifiable-information/includes/quickstarts/azure-ai-foundry.md

@@ -54,7 +54,7 @@ After your operation is completed, the type of entity is displayed beneath each
 |Length| The character length of the entity.|
 |Confidence| How confident the model is in the correctness of identification of entity's type.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/conversation-pii.png" alt-text="A screenshot of an example of extract PII from conversation in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/conversation-pii.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/conversation-pii.png" alt-text="A screenshot of an example of extract PII from conversation in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/conversation-pii.png":::
 
 ### Extract PII from text
 
@@ -82,5 +82,5 @@ After your operation is completed, the type of entity is displayed beneath each
 |Confidence| How confident the model is in the correctness of identification of entity's type.|
 |Tags| How confident the model is in the correctness for each identified entity type.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-pii.png" alt-text="A screenshot of an example of extract PII from text in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/text-pii.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-pii.png" alt-text="A screenshot of an example of extract PII from text in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/text-pii.png":::
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/quickstarts/azure-ai-foundry.md

@@ -56,4 +56,4 @@ The following fields are only present if opinion mining is enabled:
 |Target|The target of the detected opinion.|
 |Assessments| The detected opinion and the detected persuasion (positive, neutral, negative), as well as the percent of detected persuasion.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/sentiment-opinion-mining.png" alt-text="An example of Analyze sentiment in Azure AI Studio" lightbox="../../media/quickstarts/azure-ai-foundry/sentiment-opinion-mining.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/sentiment-opinion-mining.png" alt-text="An example of Analyze sentiment in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/sentiment-opinion-mining.png":::

articles/ai-services/language-service/summarization/includes/quickstarts/azure-ai-foundry.md

@@ -49,7 +49,7 @@ After your operation is completed, the **Details** section contains the followin
 |Chapter Title|  A list of titles for semantically segmented chapters with corresponding timestamps. The **Chapter title** Summarization aspect must be toggled on for this to appear.|
 |Narrative|  A list of narrative summaries for semantically segmented chapters with corresponding timestamps. The **Narrative** Summarization aspect must be toggled on for this to appear.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/conversation-summarization.png" alt-text="A screenshot of an example of summarize conversation in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/conversation-summarization.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/conversation-summarization.png" alt-text="A screenshot of an example of summarize conversation in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/conversation-summarization.png":::
 
 ### Use Summarize for call center
 
@@ -72,7 +72,7 @@ After your operation is completed, the **Details** section contains the followin
 |Issue|  A summary of the customer issue in the customer-and-agent conversation. The **Issue** Summarization aspect must be toggled on for this to appear.|
 |Resolution|  A summary of the solutions tried in the customer-and-agent conversation. The **Resolution** Summarization aspect must be toggled on for this to appear.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/call-center-summarization.png" alt-text="A screenshot of an example of summarize for call center in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/call-center-summarization.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/call-center-summarization.png" alt-text="A screenshot of an example of summarize for call center in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/call-center-summarization.png":::
 
 ### Use Summarize text
 
@@ -95,4 +95,4 @@ After your operation is completed, the **Details** section contains the followin
 |Extractive summary| Extracted sentences from the input text, ranked by detected relevance and prioritized for words in the **Defined keywords for summary focus** field, if any. Sentences are sorted by rank score of detected relevance (default) or order of appearance in the input text.|
 |Abstractive summary| A summary of the input text of the length chosen in the **Summary length** field and prioritized for words in the **Defined keywords for summary focus** field, if any.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-summarization.png" alt-text="A screenshot of an example of summarize text in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/text-summarization.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-summarization.png" alt-text="A screenshot of an example of summarize text in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/text-summarization.png":::

articles/ai-services/language-service/text-analytics-for-health/includes/quickstarts/azure-ai-foundry.md

@@ -49,4 +49,4 @@ After your operation is completed, the type of entity is displayed beneath each
 |Category| The type of entity that was detected.|
 |Confidence| How confident the model is in the correctness of identification of entity's type.|
 
-:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-analytics-for-health.png" alt-text="A screenshot of an example of extract health information in Azure AI Studio." lightbox="../../media/quickstarts/azure-ai-foundry/text-analytics-for-health.png":::
+:::image type="content" source="../../media/quickstarts/azure-ai-foundry/text-analytics-for-health.png" alt-text="A screenshot of an example of extract health information in Azure AI Foundry portal." lightbox="../../media/quickstarts/azure-ai-foundry/text-analytics-for-health.png":::