MicrosoftDocs/architecture-center/docs/data-guide

Revise AI services documentation and author details - ph4 (#16837) * Revise AI services documentation and author details Updated author information and modified technology selection guide entries for AI services. * Refine RAG entry description in AI services guide Updated the description for the 'Graph RAG in HorizonDB' entry to 'Graph-augmented RAG in Azure HorizonDB'. Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update docs/data-guide/technology-choices/ai-services.md Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Update docs/data-guide/technology-choices/ai-services.md Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Update AI services table to replace Foundry Classic links with updated ones --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Chad Kittel <chad.kittel@gmail.com>

Update Azure landing zone terminology (#16867) * Initial plan * Update workload landing zone terminology Co-authored-by: ckittel <671075+ckittel@users.noreply.github.com> * Enhance descriptions of Azure landing zones Clarified definitions of workload and platform landing zones, emphasizing the structure of environments within workload landing zones. Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * PR review: Fix possessive form in design guide LAA report fix: Corrected the possessive form in the implementation's reference. --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: ckittel <671075+ckittel@users.noreply.github.com> Co-authored-by: Chad Kittel <chad.kittel@gmail.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anna Huff <v-annahuff@microsoft.com>

Use lightboxes where it helps (#16737) Aligns image lightbox usage with the width of the image a reader opens (threshold: strictly greater than 688 pixels). Removes lightbox attributes from 21 images at or below the threshold and adds one lightbox attribute to an image above it. Co-authored-by: azure-patterns-practices-assistant[bot] <316226753+azure-patterns-practices-assistant[bot]@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Update more articles to migrate image references

Merge pull request #16488 from hudua/main Updating page to reflect Azure ML automl in replacement of custom vision

Apply suggestion from @learn-build-service-prod-09[bot] Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com>

Update image classification feature to multilabel

Refine Azure Machine Learning AutoML description Updated the description of Azure Machine Learning AutoML for clarity and conciseness.

Clarify image data annotation in Azure ML AutoML Updated the description of Azure Machine Learning AutoML to clarify the use of annotations for image data and the types of annotation schemas.

Update image-video-processing.md

Remove broken link to deleted search scenario article The linked file docs/data-guide/scenarios/search.yml no longer exists and its published redirect target (/azure/architecture/databases) no longer covers the search topic the surrounding text describes, so the link is removed rather than repointed. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Apply batched suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> Co-authored-by: Chad Kittel <chad.kittel@gmail.com>

Improve embedded links in 3 articles Fixes redirect chains, replaces a wrong/expired anchor, and updates a couple of stale Fabric/Cosmos DB/Azure Storage links so readers land on the correct page in one hop. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Apply suggestion from @ckittel

Apply suggestion from @ckittel

Apply batched suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> Co-authored-by: Chad Kittel <chad.kittel@gmail.com>

Fix redirecting links in 4 data-guide technology-choices articles Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Update image-video-processing.md

Update image-video-processing.md

Fix Azure SQL Database link target Co-authored-by: ckittel <671075+ckittel@users.noreply.github.com>