fix links

Author: sdgilley

articles/ai-foundry/includes/sdk/java.md

@@ -16,7 +16,7 @@ ms.custom: include
 | --- | --- | --- |
 | ![Speech icon](~/reusable-content/ce-skilling/azure/media/ai-services/speech.svg) [Speech](../../../ai-services/speech-service/index.yml) | Add speech to text, text to speech, translation, and speaker recognition capabilities to applications. | &bullet;&NonBreakingSpace;[Speech SDK for Java](/java/api/com.microsoft.cognitiveservices.speech?view=azure-java-stable&branch=main&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Speech Maven package](https://central.sonatype.com/artifact/com.microsoft.cognitiveservices.speech/client-sdk/1.34.0?smo=true)|
 | ![Content Safety icon](~/reusable-content/ce-skilling/azure/media/ai-services/content-safety.svg) [Content Safety](../../../ai-services/content-safety/index.yml) | Detect harmful content in applications and services.| &bullet;&NonBreakingSpace;[Content Safety SDK for Java](/java/api/overview/azure/ai-contentsafety-readme?view=azure-java-stable&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Content Safety Maven package](https://central.sonatype.com/artifact/com.azure/azure-ai-contentsafety) |
-| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision](../../../computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for Java](/java/api/overview/azure/ai-vision-imageanalysis-readme?view=azure-java-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision Maven package](https://central.sonatype.com/artifact/com.azure/azure-ai-vision-imageanalysis) |
+| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision]../../../ai-services/computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for Java](/java/api/overview/azure/ai-vision-imageanalysis-readme?view=azure-java-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision Maven package](https://central.sonatype.com/artifact/com.azure/azure-ai-vision-imageanalysis) |
 | ![Language icon](~/reusable-content/ce-skilling/azure/media/ai-services/language.svg) [Language](../../../ai-services/language-service/index.yml) | Build applications with natural language understanding capabilities. | &bullet;&NonBreakingSpace;[Language SDK for Java (text analysis)](/java/api/overview/azure/ai-textanalytics-readme?view=azure-java-stable&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Language Maven package](https://central.sonatype.com/artifact/com.microsoft.azure.cognitiveservices/azure-cognitiveservices-language)  |
 | ![Translator icon](~/reusable-content/ce-skilling/azure/media/ai-services/translator.svg) [Translator](../../../ai-services/translator/index.yml) |   Use AI-powered translation technology to translate more than 100 in-use, at-risk, and endangered languages and dialects. | &bullet;&NonBreakingSpace;[Translator SDK for Java (text)](/java/api/overview/azure/ai-translation-text-readme?view=azure-java-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Translator Maven package (text)](https://central.sonatype.com/artifact/com.azure/azure-ai-translation-text)  |
 | ![Document Intelligence icon](~/reusable-content/ce-skilling/azure/media/ai-services/document-intelligence.svg) [Document Intelligence](../../../ai-services/document-intelligence/index.yml) | Turn documents into intelligent data-driven solutions. | &bullet;&NonBreakingSpace;[Document Intelligence SDK for Java](/java/api/overview/azure/ai-documentintelligence-readme?view=azure-java-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Document Intelligence Maven package](https://mvnrepository.com/artifact/com.azure/azure-ai-documentintelligence/1.0.0-beta.1) |

articles/ai-foundry/includes/sdk/javascript.md

@@ -16,7 +16,7 @@ ms.custom: include
 | --- | --- | --- |
 | ![Speech icon](~/reusable-content/ce-skilling/azure/media/ai-services/speech.svg) [Speech](../../../ai-services/speech-service/index.yml) | Add speech to text, text to speech, translation, and speaker recognition capabilities to applications. | &bullet;&NonBreakingSpace;[Speech SDK for JavaScript](/javascript/api/microsoft-cognitiveservices-speech-sdk/?view=azure-node-latest&branch=main&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Speech npm package](https://www.npmjs.com/package/microsoft-cognitiveservices-speech-sdk)|
 | ![Content Safety icon](~/reusable-content/ce-skilling/azure/media/ai-services/content-safety.svg) [Content Safety](../../../ai-services/content-safety/index.yml) | Detect harmful content in applications and services.| &bullet;&NonBreakingSpace;[Content Safety SDK for JavaScript](/javascript/api/%40azure-rest/ai-content-safety/?view=azure-node-latest&preserve-view=true)<br><br>&bullet;&NonBreakingSpace;[Content Safety npm package](https://www.npmjs.com/package/@azure-rest/ai-content-safety/v/1.0.0-beta.1) |
-| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision](../../../computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for JavaScript](/javascript/api/overview/azure/ai-vision-image-analysis-rest-readme?view=azure-node-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision npm package](https://www.npmjs.com/package/@azure-rest/ai-vision-image-analysis/v/1.0.0-beta.2) |
+| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision](../../../ai-services/computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for JavaScript](/javascript/api/overview/azure/ai-vision-image-analysis-rest-readme?view=azure-node-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision npm package](https://www.npmjs.com/package/@azure-rest/ai-vision-image-analysis/v/1.0.0-beta.2) |
 | ![Language icon](~/reusable-content/ce-skilling/azure/media/ai-services/language.svg) [Language](../../../ai-services/language-service/index.yml) | Build applications with natural language understanding capabilities. | &bullet;&NonBreakingSpace;[Language SDK for JavaScript (text analysis)](/javascript/api/overview/azure/ai-language-text-readme?view=azure-node-latest&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Language npm package](https://www.npmjs.com/package/@azure/ai-language-text) |
 | ![Translator icon](~/reusable-content/ce-skilling/azure/media/ai-services/translator.svg) [Translator](../../../ai-services/translator/index.yml) |   Use AI-powered translation technology to translate more than 100 in-use, at-risk, and endangered languages and dialects. | &bullet;&NonBreakingSpace;[Translator SDK for JavaScript (text)](/javascript/api/overview/azure/text-translation?view=azure-node-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Translator npm package (text)](https://www.npmjs.com/package/@azure-rest/ai-translation-text/v/1.0.0-beta.1) |
 | ![Document Intelligence icon](~/reusable-content/ce-skilling/azure/media/ai-services/document-intelligence.svg) [Document Intelligence](../../../ai-services/document-intelligence/index.yml) | Turn documents into intelligent data-driven solutions. | &bullet;&NonBreakingSpace;[Document Intelligence SDK for JavaScript](/javascript/api/overview/azure/ai-document-intelligence-rest-readme?view=azure-node-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Document Intelligence npm package](https://www.npmjs.com/package/@azure-rest/ai-document-intelligence/v/1.0.0-beta.1)  |

articles/ai-foundry/includes/sdk/python.md

@@ -16,7 +16,7 @@ ms.custom: include
 | --- | --- | --- |
 | ![Speech icon](~/reusable-content/ce-skilling/azure/media/ai-services/speech.svg) [Speech](../../../ai-services/speech-service/index.yml) | Add speech to text, text to speech, translation, and speaker recognition capabilities to applications. | &bullet;&NonBreakingSpace;[Speech SDK for Python](/python/api/azure-cognitiveservices-speech/?view=azure-python&branch=main&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Speech PyPi package](https://pypi.org/project/azure-cognitiveservices-speech/)|
 | ![Content Safety icon](~/reusable-content/ce-skilling/azure/media/ai-services/content-safety.svg) [Content Safety](../../../ai-services/content-safety/index.yml) | Detect harmful content in applications and services.|  &bullet;&NonBreakingSpace;[Content Safety SDK for Python](/python/api/overview/azure/ai-contentsafety-readme?view=azure-python&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Content Safety PyPi package](https://pypi.org/project/azure-ai-contentsafety/1.0.0/) |
-| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision](../../../computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for Python](/python/api/overview/azure/ai-vision-imageanalysis-readme?view=azure-python-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision PyPi package](https://pypi.org/project/azure-ai-vision-imageanalysis/) |
+| ![Vision icon](~/reusable-content/ce-skilling/azure/media/ai-services/vision.svg) [Vision](../../../ai-services/computer-vision/index.yml) | Analyze content in digital images and rich media assets.|&bullet;&NonBreakingSpace;[Vision SDK for Python](/python/api/overview/azure/ai-vision-imageanalysis-readme?view=azure-python-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Vision PyPi package](https://pypi.org/project/azure-ai-vision-imageanalysis/) |
 | ![Language icon](~/reusable-content/ce-skilling/azure/media/ai-services/language.svg) [Language](../../../ai-services/language-service/index.yml) | Build applications with natural language understanding capabilities. | &bullet;&NonBreakingSpace;[Language SDK for Python (text analysis)](/python/api/overview/azure/ai-textanalytics-readme?view=azure-python&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Language PyPi package (text analysis)](https://pypi.org/project/azure-cognitiveservices-language-textanalytics/)<br><br>&bullet;&NonBreakingSpace;[Language SDK for Python (question answering)](/python/api/overview/azure/ai-language-questionanswering-readme?view=azure-python&preserve-view=true)<br><br>&bullet;&NonBreakingSpace;[Language PyPi package (question answering)](https://pypi.org/project/azure-ai-language-questionanswering/)<br><br>&bullet;&NonBreakingSpace;[Language SDK for Python (language conversations)](/python/api/overview/azure/ai-language-conversations-readme?view=azure-python&preserve-view=true)<br><br>&bullet;&NonBreakingSpace;[Language PyPi package (language conversations)](https://pypi.org/project/azure-ai-language-conversations/) |
 | ![Translator icon](~/reusable-content/ce-skilling/azure/media/ai-services/translator.svg) [Translator](../../../ai-services/translator/index.yml) |   Use AI-powered translation technology to translate more than 100 in-use, at-risk, and endangered languages and dialects. | &bullet;&NonBreakingSpace;[Translator SDK for Python (text)](/python/api/azure-ai-translation-text/azure.ai.translation.text?view=azure-python-preview&preserve-view=true)<br><br>&bullet;&NonBreakingSpace;[Translator PyPi package (text)](https://pypi.org/project/azure-ai-translation-text/1.0.0b1/)<br><br>&bullet;&NonBreakingSpace;[Translator SDK for Python (batch)](/python/api/overview/azure/ai-translation-document-readme?view=azure-python&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Translator PyPi package (batch)](https://pypi.org/project/azure-ai-translation-document/1.0.0/) |
 | ![Document Intelligence icon](~/reusable-content/ce-skilling/azure/media/ai-services/document-intelligence.svg) [Document Intelligence](../../../ai-services/document-intelligence/index.yml) | Turn documents into intelligent data-driven solutions. | &bullet;&NonBreakingSpace;[Document Intelligence SDK for Python](/python/api/overview/azure/ai-documentintelligence-readme?view=azure-python-preview&preserve-view=true) <br><br>&bullet;&NonBreakingSpace;[Document Intelligence PyPi package](https://pypi.org/project/azure-ai-documentintelligence/1.0.0b1/) |