Last 20 commits touching this section.
Apply suggestions from code review Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com>
624491 resize red checks next to retired versions (#13863) * 624491 resize red checks next to retired versions * update checks to squares * fix red checks and broken links * update all checks * update all checkmarks to square * update all checkmarks to square * fix floating moniker range signal * fix floating moniker range signal * fix floating moniker range signal * fix floating moniker range signal * fix floating moniker range signal * correct visible moniker indicators * correct moniker placement * correct moniker placement
Fix Foundry Local CLI doc validation gaps (#812) (#13798) Co-authored-by: learn-build-service-prod[bot] <113403604+learn-build-service-prod[bot]@users.noreply.github.com> Co-authored-by: Wayne <waynechuang@microsoft.com>
align files with PM updates (#13686) * align files with PM updates * Update reviewer information in documentation * update cli command * apply pm feedback * final updates
Merge pull request #13690 from laujan/change-foundry-local-reviewer update reviewer
Merge pull request #13298 from laujan/595491-foundry-local-first-pass foundry local first pass
Resolve syncing conflicts from repo_sync_working_branch to main (#13610) * Update REST API reference in deployment instructions Adding REST API documentation link * Update image upload guidelines in documentation (#720) * Update image upload guidelines in documentation Clarified image URL requirements and limitations for Vision service. * Update articles/foundry/openai/includes/how-to-gpt-with-vision-content.md Co-authored-by: Patrick Farley <pafarley@microsoft.com> --------- Co-authored-by: Patrick Farley <pafarley@microsoft.com> * Add requirement for ACRs enabling azureADAuthenticationAsArmPolicy for Foundry Hosted Agent image access (#759) * Document ACR ARM authentication policy requirement * Align ACR policy wording * Add ACR authentication policy reference * Clarify ACR authentication policy requirement * Indent in note * Remove linebreak * Add linebreak --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Update upgrade instructions for Azure OpenAI to Foundry (#757) * Update upgrade instructions for Azure OpenAI to Foundry Added note about upgrading resources with existing private endpoints. * Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update migrate-v3-1-to-v3-2.md (#761) * Update migrate-v3-1-to-v3-2.md * Revise retirement details for Speech API versions Updated retirement information for Speech to text REST API versions. * Update Speech to Text API version information * Update retirement notice for speech API versions * Revise Cosmos DB container requirements for Standard setup (#729) * Revise Cosmos DB container requirements for Standard setup Updated Cosmos DB container requirements for Standard setup to include two additional containers and clarified the distinction between Classic and New Foundry Agent Service runtimes. * custom note formatting --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * Fixed commands for disabling/enabling web search (#764) The az cli commands for enabling/disabling (register/unregister) the web search tool were swapped. The register command was in the disable section and unregister was in enable section. This is now swapped and fixed. * docs(search): add missing RBAC enable step in knowledge base Configure access section (#766) * docs(search): add note to enable RBAC before using Microsoft Entra ID with knowledge bases The Configure access > Use roles section shows DefaultAzureCredential usage but does not warn that Azure AI Search is created in apiKeyOnly authentication mode by default. Without enabling role-based access first, any Microsoft Entra ID credential is rejected with a 403 Forbidden error regardless of role assignments. Add an IMPORTANT callout before the SDK-specific steps that links to search-security-enable-roles.md and explains the default behaviour. * docs(search): convert RBAC callout to numbered step per reviewer feedback Replace [!IMPORTANT] alert with an explicit numbered step inside each zone pivot block (C#, Python, REST). Step 1 now links to search-security-enable-roles.md, making the enable-roles requirement actionable rather than advisory. Addresses review feedback from haileytap on PR #766. * docs: clarify Foundry Local download provider type (#767) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add document and steps for stop session. (#772) * add document and steps for stop session. * Apply suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * fix: update deprecated Microsoft Docs link (#768) * Fix commands for web_search tool registration (#776) Corrected commands for enabling and disabling the web_search tool in Azure CLI. * Clarify setup options for Foundry resource configuration (#775) Updated instructions for configuring Foundry resources to clarify basic and standard setup options for Storage Account, AI Search, and Azure Cosmos DB. * Fix typo in the Azure OpenAI Responses API documentation (#778) * Resolve syncing conflicts from repo_sync_working_branch to main (#756) * Updates from JT * Update configure-private-link.md * removed patch file * Update date and regions in how-to-responses-content.md Updated the date and added 'centralus' to the list of regions. * Revise MCP certification information in available-tools.md Updated the certification section to clarify submission process. * Update MCP certification link to overview * Update MCP certification link text for clarity * Fix gpt-4o and gpt-4o-mini lifecycle status to Deprecated * Add limit for active agent revisions and update errors Added limit for the maximum number of active agent revisions per agent and updated related error handling information. * Update agent revision limit description in documentation * Change date in quickstart-deploy-own-code.md Updated the date for the quickstart deployment guide. * Fix formatting of error code in limits document * Update articles/foundry/agents/concepts/limits-quotas-regions.md Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * Apply suggestion from @aahill * fix link * Update articles/foundry/foundry-models/includes/concepts-claude-models-content.md Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * Update articles/foundry/foundry-models/includes/concepts-claude-models-content.md Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * Apply suggestion from @aahill * OOB Publish - 6/30 ASAP (#13073) * scarlett updates * add links to mcp certification * Revise MCP certification information in available-tools.md Updated the certification section to clarify submission process. * Update MCP certification link to overview * Update MCP certification link text for clarity * Fix gpt-4o and gpt-4o-mini lifecycle status to Deprecated * Change date in quickstart-deploy-own-code.md Updated the date for the quickstart deployment guide. * fix link * Update articles/foundry/foundry-models/includes/concepts-claude-models-content.md Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * Update articles/foundry/foundry-models/includes/concepts-claude-models-content.md Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> --------- Co-authored-by: Sheri Gilley <sheri.gilley@gmail.com> Co-authored-by: John Sanders <john.sanders@microsoft.com> Co-authored-by: prmerger-automator[bot] <40007230+prmerger-automator[bot]@users.noreply.github.com> Co-authored-by: aahill <aahi@microsoft.com> Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * Remove preview wording from hosted agent migration article (#13064) * Remove preview wording from hosted agent migration article; retitle to latest version * Apply suggestions from code review Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * removing preview content --------- Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * Clarify Fireworks verbiage that it's not a preview service. * Documenting agent enable/disable (#13055) Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Update articles/foundry/how-to/fireworks/enable-fireworks-models.md Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * rm preview * from aashish * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Update tracing availability note for agents * Update articles/foundry/includes/trace-agent-preview.md Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * 592827 consolidate legacy concept articles (#13065) * consolidate qna how to articles * Apply suggestions from code review Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * consolidate qna how to articles * consolidate and revise legacy concept articles * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * update ms.date * update broken link --------- Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * refactor and add foundry version of foundry-consolidated-view (#13077) * refactor and add foundry version of foundry-consolidated-view * move image * create admin guide (#11677) * create admin guide * add bold * more bold roles * add publish agent section * cleanup * update portal info * tighten up portal info * reorder TOC * change to concept, add links Co-authored-by: Copilot <copilot@github.com> * fixes Co-authored-by: Copilot <copilot@github.com> * add images * fix tabs * update image * upudate images * tweak images * add link from planning guide Co-authored-by: Copilot <copilot@github.com> * updates with Meera * fix rbac with Meera Co-authored-by: Copilot <copilot@github.com> * update images and description * remove redundant note * update rbac names * one more * updates from DocKit review * add hosted agent info * Apply suggestions from code review Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * remove note --------- Co-authored-by: Copilot <copilot@github.com> Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * Refine hosted agent quota and session-multiplexing docs; fix sample links and validation issues (#13081) * Refine hosted agent quota and session-multiplexing docs; fix sample links and validation issues * Apply suggestions from code review Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> --------- Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * speech updates (#13052) * hide mai-transcribe from vl feature * consolidate Use- sections, and copy-edit conceptual sections * try use version tabs * Update articles/ai-services/speech-service/mai-voices.md Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * Update articles/ai-services/speech-service/mai-voices.md Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * Update articles/ai-services/speech-service/mai-voices.md Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * pr fixes * normalize sections * fix pr warnings --------- Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * Update model retirement status to Retired for old -chat models Update model retirement status to Retired for old -chat models * Apply suggestion from @learn-build-service-prod-08[bot] Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-08[bot] Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Private link: document Fabric IQ per-item-type VNet support * Expand private VNet firewall requirements to per-mode endpoint list * Cross-link source-code deploy firewall requirements from VNet how-to * Cross-link source-code deploy firewall requirements from networking deep dive * Update articles/foundry/agents/how-to/deploy-hosted-agent-code.md Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * Update articles/foundry/agents/how-to/deploy-hosted-agent-code.md Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * AML prompt flow freshness * AML freshness * AML PF freshness pt 2 (#13090) * Custom tool pf freshness (#13086) * Apply suggestions from code review Co-authored-by: Hailey Tapia <170486701+haileytap@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> Co-authored-by: Hailey Tapia <170486701+haileytap@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Hailey Tapia <170486701+haileytap@users.noreply.github.com> * Clarify ACL example uses aliases only * Reflow ACL example paragraph * Clarify ACL example wording * Remove 'Install just the Foundry Skill' tab from Foundry Skill how-to * Restore skill-only install content as a regular subsection (remove tab syntax) * Reduce reliance on the >NOTE formatting * Remove more note formatting Removed note formatting for prerequisites in Fabric IQ documentation. * LAA suggested m dash replacement Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> * ML freshness updates (#13036) * Update CLI documentation for component-based ML pipelines with accuracy improvements and new examples * Update documentation dates and improve clarity for Azure Machine Learning SDK installation and examples * Apply suggestions from code review Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * Update trace feedback documentation with new prerequisites, improved clarity, and updated notes on prompt flow container images * Update articles/machine-learning/prompt-flow/how-to-enable-trace-feedback-for-deployment.md Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Update interactive jobs documentation for clarity, prerequisites, and environment details --------- Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Add 'westeurope' to the list of regions * Final 566357 document based pii ga release (#13074) * document-based pii ga release * Update document date to 06/30/2026 * Update date in overview.md to June 30, 2026 * OOB Publish - 7/01 12:30 PM PDT (#13100) * Fabric IQ: document VNet support per item type and data agent workspace private link connection * Editorial update to remote tool connection setup instructions Updated the description of creating a remote tool connection to clarify the use of Microsoft Entra ID On-Behalf-Of authentication and the configuration of the audience. * Apply suggestion from @learn-build-service-prod-08[bot] Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-08[bot] Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Private link: document Fabric IQ per-item-type VNet support * Reduce reliance on the >NOTE formatting * Remove more note formatting Removed note formatting for prerequisites in Fabric IQ documentation. * LAA suggested m dash replacement Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> * ML freshness updates (#13036) * Update CLI documentation for component-based ML pipelines with accuracy improvements and new examples * Update documentation dates and improve clarity for Azure Machine Learning SDK installation and examples * Apply suggestions from code review Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> * Update trace feedback documentation with new prerequisites, improved clarity, and updated notes on prompt flow container images * Update articles/machine-learning/prompt-flow/how-to-enable-trace-feedback-for-deployment.md Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Update interactive jobs documentation for clarity, prerequisites, and environment details --------- Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Final 566357 document based pii ga release (#13074) * document-based pii ga release * Update document date to 06/30/2026 * Update date in overview.md to June 30, 2026 --------- Co-authored-by: Linda Li <zhuoqunli@microsoft.com> Co-authored-by: Matt Wojciakowski <mattwoj@microsoft.com> Co-authored-by: Linda Li <139801625+lindazqli@users.noreply.github.com> Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> Co-authored-by: s-polly <109610942+s-polly@users.noreply.github.com> Co-authored-by: learn-build-service-prod-04[bot] <274428985+learn-build-service-prod-04[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> Co-authored-by: prmerger-automator[bot] <40007230+prmerger-automator[bot]@users.noreply.github.com> Co-authored-by: la <50501194+laujan@users.noreply.github.com> * Update document-based PII playground content Removed the preview notice for document-based PII in Azure AI Foundry. * Clarify draft-to-release promotion workflow Address reviewer feedback: explain that promoting a draft means creating a new version with the same config but without draft=true, which receives a regular auto-incremented version number. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add Chinese for MAI-transcribe * Document that skills don't support private networking * Update gs regions for new aoai chat model * Document case-sensitivity of wildcard/regex query terms against analyzed fields Wildcard, prefix, and regex query terms bypass field analysis and are matched against literal index tokens. Since most analyzers lowercase indexed content, uppercase or mixed-case wildcard/regex terms can silently return 0 results even though a lowercase equivalent matches. Whether the query engine additionally normalizes term case is an implementation detail that isn't guaranteed, so recommend lowercasing these terms in application code. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify wildcard case-sensitivity notes and de-stack adjacent notes Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Trim note wording and convert second callout to regular text Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify case-sensitivity paragraph wording Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix contradictory wording and accept style-bot suggestions - Clarify that the query term (not the index token) is what bypasses analysis, to remove the apparent contradiction with lowercased index content. - Apply learn-build-service active-voice suggestion in query-lucene-syntax.md. - Apply learn-build-service heading suggestion in search-query-partial-matching.md. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update environment troubleshooting documentation for accuracy and clarity * Add Agent Framework FHA doc (#13099) * Add MAF FHA doc * Add MAF mentions * Remove unnecessary changes * Address comments * Fix invalid file links and update authorship metadata * Rename maf-hosted-agents.md to framework-hosted-agents.md and update TOC --------- Co-authored-by: Aaron Hill <aahi@microsoft.com> * [STAGING] Add Foundry IQ context banner to all Azure AI Search articles (#12682) * Stage banner * Fix links * Apply suggestion from @haileytap * Sync with main * Fix warnings * Rename Python sample environment variables to FOUNDRY_* Update the sample environment variable names in Python azure-ai-projects docs to the 2.1.0+ convention: - AZURE_AI_PROJECT_ENDPOINT -> FOUNDRY_PROJECT_ENDPOINT - AZURE_AI_MODEL_DEPLOYMENT_NAME -> FOUNDRY_MODEL_NAME - AZURE_AI_MODEL_AGENT_NAME -> FOUNDRY_AGENT_NAME These files contain only environment-variable renames, split out from the SDK 2.x API update so that each PR stays focused. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Service health alert guidance (#13110) * servic health article * article on service health * fix acrolynx * fix link, include image * fix list * include link to azure monitor landing * fix suggestions * Correct capitalization --------- Co-authored-by: Dennis Rea <v-denrea@microsoft.com> * put back passive voice * Foundry branding - Update image in include file about Agent Service capabilities (#13124) * artall-1 * Address review comments: remove coming soon and asterisks --------- Co-authored-by: v-thpra <54448238+v-thpra@users.noreply.github.com> * Enrich workflow migration guide and fix typos Expand the Migration guide in workflow.md with clearer, actionable guidance for moving off visual workflows: a decision table plus dedicated sections for Microsoft Agent Framework (recommended), Azure Logic Apps, and connecting agents directly with A2A. Add a "before you migrate" step covering exporting the workflow YAML definition. Also fix typos and a broken in-page anchor introduced in the retirement note and migration content (Micrsoft->Microsoft, reccomend->recommend, is being retired->are being retired, #Migration-Guide->#migration-guide, and a stray double parenthesis in the Logic Apps overview link). Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * Apply Authoring Assistant style suggestions Accept the valid Microsoft Writing Style Guide suggestions from the Learn authoring bot on workflow.md and agent-applications.md: use active voice and present tense in the retirement note and migration guide, tighten wording, remove first person, replace em dashes, and use "multistep". Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Update Terraform documentation with new prerequisites and adjust subnet policies for clarity * LAA edits * Mark workflows as Preview and set retirement date to December 1, 2026 Add (Preview) to the article title and H1 and include the standard feature-preview banner so the workflows article clearly indicates preview status. Update the retirement date from 1 October 2026 to December 1, 2026 in the retirement note and the migration guide. Collapse the extra blank lines before the H1. Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-01[bot] Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-01[bot] Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-01[bot] Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> * first batch * Reorganize publishing and Agent 365 docs into a shared Publish and share TOC node (#13051) * Reorganize publishing and Agent 365 docs into a shared Publish and share TOC node * Group all Agent 365 articles under a single Agent 365 subgroup in Concepts * updating article placement * Refine Publish and share order and rename Microsoft 365 publishing entry * Format migration section in toc.yml * docs: add endpoint-based evaluators section to custom evaluators page (#12831) * docs: add endpoint-based evaluators section to custom evaluators page Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * docs: update endpoint evaluator request/response schema Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * docs: add endpoint request schema table Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply suggestions from PR review Fix typos. --------- Co-authored-by: Ahmad Nader <ahmadnader@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Anna Huff <v-annahuff@microsoft.com> * Update guidance for Power BI semantic models Removed recommendation to restrict tool surface with 'allowed_tools' for Power BI semantic models. * Resolve syncing conflicts from repo_sync_working_branch to main (#13132) * Update REST API reference in deployment instructions Adding REST API documentation link * Update image upload guidelines in documentation (#720) * Update image upload guidelines in documentation Clarified image URL requirements and limitations for Vision service. * Update articles/foundry/openai/includes/how-to-gpt-with-vision-content.md Co-authored-by: Patrick Farley <pafarley@microsoft.com> --------- Co-authored-by: Patrick Farley <pafarley@microsoft.com> * Add requirement for ACRs enabling azureADAuthenticationAsArmPolicy for Foundry Hosted Agent image access (#759) * Document ACR ARM authentication policy requirement * Align ACR policy wording * Add ACR authentication policy reference * Clarify ACR authentication policy requirement * Indent in note * Remove linebreak * Add linebreak --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Update upgrade instructions for Azure OpenAI to Foundry (#757) * Update upgrade instructions for Azure OpenAI to Foundry Added note about upgrading resources with existing private endpoints. * Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update migrate-v3-1-to-v3-2.md (#761) * Update migrate-v3-1-to-v3-2.md * Revise retirement details for Speech API versions Updated retirement information for Speech to text REST API versions. * Update Speech to Text API version information * Update retirement notice for speech API versions * Revise Cosmos DB container requirements for Standard setup (#729) * Revise Cosmos DB container requirements for Standard setup Updated Cosmos DB container requirements for Standard setup to include two additional containers and clarified the distinction between Classic and New Foundry Agent Service runtimes. * custom note formatting --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * Fixed commands for disabling/enabling web search (#764) The az cli commands for enabling/disabling (register/unregister) the web search tool were swapped. The register command was in the disable section and unregister was in enable section. This is now swapped and fixed. * docs(search): add missing RBAC enable step in knowledge base Configure access section (#766) * docs(search): add note to enable RBAC before using Microsoft Entra ID with knowledge bases The Configure access > Use roles section shows DefaultAzureCredential usage but does not warn that Azure AI Search is created in apiKeyOnly authentication mode by default. Without enabling role-based access first, any Microsoft Entra ID credential is rejected with a 403 Forbidden error regardless of role assignments. Add an IMPORTANT callout before the SDK-specific steps that links to search-security-enable-roles.md and explains the default behaviour. * docs(search): convert RBAC callout to numbered step per reviewer feedback Replace [!IMPORTANT] alert with an explicit numbered step inside each zone pivot block (C#, Python, REST). Step 1 now links to search-security-enable-roles.md, making the enable-roles requirement actionable rather than advisory. Addresses review feedback from haileytap on PR #766. * docs: clarify Foundry Local download provider type (#767) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add document and steps for stop session. (#772) * add document and steps for stop session. * Apply suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update articles/foundry/agents/how-to/manage-hosted-sessions.md Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> --------- Co-authored-by: learn-build-service-prod[bot] <113403604+learn-build-service-prod[bot]@users.noreply.github.com> Co-authored-by: JFolberth <johnfolberth@gmail.com> Co-authored-by: Regan Downer <v-rdowner@microsoft.com> Co-authored-by: Aalok Vyas <134663684+aavyas77@users.noreply.github.com> Co-authored-by: Patrick Farley <pafarley@microsoft.com> Co-authored-by: Maciej Porebski <macporebski@outlook.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: AhmadAbdullah91 <91725950+AhmadAbdullah91@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Archer Zhao <zhch@microsoft.com> Co-authored-by: George Ollis <76496924+georgeollis@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Aakash <3936081+akki-s@users.noreply.github.com> Co-authored-by: Joao Paulo Costa (JP) <joaopaulo.costa@outlook.com> Co-authored-by: Maanav Dalal <maanavdalal@gmail.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Harsheet Shah <50236780+harsheet-shah@users.noreply.github.com> Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Ross McAllister <10053959+rmca14@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * fix * Fixing up RBAC content * Add deployment-template allow-list + YAML schema reference (pending CLI/SDK support) [2/2] (#12710) * Add deployment templates docs for managed online deployments Documents the new deployment templates feature for Azure Machine Learning managed online deployments. New articles: - concept-deployment-template.md - how-to-manage-models-deployment-templates.md (model author flow) - how-to-deploy-models-deployment-template.md (model consumer flow) Updated reference YAML schemas: - reference-yaml-model.md: add allowed_deployment_templates rows and example - reference-yaml-deployment-managed-online.md: add properties row documenting azureml.deploymentTemplateOverride and override example - reference-yaml-deployment-template.md: broaden allowed_instance_types to string-or-list and add list-form example TOC updated under Online endpoints (real-time). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * reviewed for correction and clarity * Refine reference and how-to wording per local review Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review comments: TF Serving examples, REST samples with TOKEN/curl/payload, labels/latest pattern, ARM token resource, primary region note, version vs labels/latest distinction Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add JSON request bodies for DT in Step 3 (generic and TF Serving) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Step 3: wrap YAML/JSON examples in CLI/REST/Python tabs Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Merge author+create steps; expand REST and SDK coverage - Merge Step 3 (author DT) + Step 4 (create DT) into a single Step 3, with full CLI/REST/Python SDK coverage in each tab including the create command/curl/SDK call. - Merge Step 6 (author model) + Step 7 (create model) into a single Step 5, with the same full coverage in each tab. - Step 4 (Manage versions): expand REST tab with one curl per operation (show, list, new version, update, archive, restore) and add new-version creation example to Python SDK tab. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add required fields (sku, instanceType) to deploy article Steps 3 and 4; fix REST override field path Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add instance_type to CLI YAML and Python SDK in deploy article Steps 3 & 4 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Move request.json (before tabs) and response note (after tabs) out of REST tab in Step 5 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: SeokJin Han <4353157+dem108@users.noreply.github.com> * Add Mutability section to deployment templates concept article Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add clarity on mutability * Add display_name field to deployment template YAML schema Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * clarify on DT field * Fix two Learn build warnings: bookmark and broken REST link - Fix bookmark #test-the-endpoint -> #invoke-the-endpoint-to-score-data-by-using-your-model in how-to-deploy-online-endpoints link. - Fix broken REST API link /rest/api/azureml/model-container-versions-resource/get -> /rest/api/azureml/registry-model-versions/get and switch curl to ARM data plane (management.azure.com) consistent with the linked operation. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix REST link in env-share step to point to registry-environment-versions The previous link pointed to the Registries resource API (creating the registry itself), not to env-version operations. Point to Registry Environment Versions - Create Or Update and add a TO VERIFY note that direct registry creation may simplify the workspace-create + share pattern across this PR. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Scope to REST-only deployment templates docs (PR 1 of 2) Restructure the two how-to articles to lead with the REST tab as the default, and replace the Azure CLI and Python SDK tab bodies with a short note that support isn't available in this article yet. Convert the deploy article's Step 6 (update/delete) to REST, and reword prerequisites and troubleshooting so the REST workflow doesn't depend on the ml CLI extension. Defer the three CLI (v2) YAML schema reference updates to the follow-up CLI/SDK PR by reverting them to the base version. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Promote verified CLI/SDK deployment-template content into PR1; keep allowed_deployment_templates REST-only Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Drop two not-worth-testing TO VERIFY markers (registry env REST create + direct-create simplification) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Expand REST tabs with JSON payloads + curl for env create and registry share Replace bare operation links in Step 1 (workspace environment version PUT) and Step 2 (registry /import share, an LRO) with full request bodies and curl commands. Payloads serialized from the shipped azure-ai-ml models; the share body/endpoint match what az ml environment share sends. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix deployment-template REST docs to match live-tested API calls Verified every documented command against a real Azure ML registry with az ... --debug and the Python SDK, then corrected the REST tabs: - Step 2 (env share): document the registry discovery call and the real mferp/managementfrontend import endpoint (not management.azure.com). - Step 3 (DT create): add the required ?api-version=2024-04-01-preview. - Step 4 (manage): show/list use the genericasset deploymenttemplates path; update/archive/restore are GET-then-POST read-modify-write (not PATCH/DELETE/restore-subpath). - Step 5 (model create): document the discovery + mferp model-version PUT (not modelregistry/v1.0); allowedDeploymentTemplates verified via REST. - Remove resolved TO VERIFY markers; SDK names confirmed against azure-ai-ml 1.33.0. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Live-test deploy article; document allowed_deployment_templates as guidance, not enforced Verified Steps 1-5 of how-to-deploy-models-deployment-template.md against real Azure resources (CLI/SDK/REST). Key corrections: - Step 1 REST: model defaultDeploymentTemplate/allowedDeploymentTemplates are only returned by the registry data plane (discovery + mferp GET), not the ARM model GET. Field paths are under properties. - Step 5 invoke response example corrected to [2.5, 3.0, 4.5] (half_plus_two of the documented [1.0, 2.0, 5.0] input). - allowed_deployment_templates is author guidance (a curated set of validated override templates), not an enforced restriction: live testing confirmed an override outside the list deploys and serves. Reworded concept, manage, and deploy articles accordingly and removed the non-existent troubleshooting error. - Removed verified TO VERIFY: SDK names markers. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Link startPendingUpload REST op for uploading model weights In the model-create REST tab, briefly point to the Registry Model Versions - Create Or Get Start Pending Upload operation so readers know how to obtain a writable blob location for their model artifacts before setting modelUri. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * PR2: add not-yet-supported deployment-template pieces on top of PR1 Re-adds allowed_deployment_templates (model override allow-list) to the CLI/SDK tabs and adds the three CLI (v2) YAML schema reference updates (deployment-template display_name + allowed_instance_types, model allowed_deployment_templates, managed-online deploymentTemplateOverride). Stacked on PR1 so the diff collapses to this delta once PR1 merges. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update TOC by removing duplicated entry of deployment templates concept article Removed duplicated 'Deployment templates' section from the TOC. * Remove default_instance_type-must-be-in-allowed sentence (align with PR1) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Require instance_type on DT-override deployments (align with REST) Remove instance_type from the omittable-fields list and add instance_type/instance_count to the override YAML example so it is runnable on CLI/SDK. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Don't tell users to omit instance_type in DT troubleshooting Replace the "omit instance_type" fallback with guidance to set instance_type to an allowed value; instance_type is always required. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Soften allowed_deployment_templates wording in concept Guardrails allowed_deployment_templates is author guidance, not an enforced restriction (already stated in the design-details section). Align the Guardrails bullet and the field description to that soft framing instead of implying overrides must match the list. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: dem108 <dem108@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Correct voice count for DragonHDOmni Updated the voice count for DragonHDOmni from 700+ to 500+ voices. * Update guardrails-overview.md * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Update interactive jobs documentation with additional SSH and debugging instructions * Update SSH connection command reference in interactive jobs documentation * Update faq.yml (#13013) * Update faq.yml * Apply suggestion from @ssalgadodev * Update faq.yml * Update faq.yml * Update faq.yml * Add Foundry Skills pivot to hosted agent quickstart (#13088) * Add Foundry Skills hosted agent pivot Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Remove agent YAML mention from skills pivot Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> * Reduce retrieve article callout clutter Clarify that 2026-05-01-preview is the current sample target, add direct migration guidance from 2025-11-01-preview, and convert redundant in-body callouts to prose while preserving the critical preview and MCP security warnings. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Fix formatting of Managed VNet description in architecture.md * remove preview label from developer training tier * Updates to Monitoring section of serverless optimization with screenshots (#13146) * Rename 'Toolbox (preview)' to 'Toolbox' * Update tool catalog entry in toc to ga * Updates to monitoring section of serverless optimization * Apply suggestions from LAA code review Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * Update screenshot * Fix image links * Fix typo --------- Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> Co-authored-by: mattwoj_microsoft <115856590+mattwoj_microsoft@users.noreply.github.com> * rm invalid json * Update hosted agent tools, quickstarts, and framework docs for azure.yaml config * Apply Microsoft Learn style suggestions to tools, quickstart, and framework docs * Clarify MCP retrieve docs Document the current MCP tool result shape and reorder the article so retrieve-specific guidance stays grouped together. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update retrieve response links Point related knowledge source articles at the renamed retrieve response section so bookmarks keep working. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Adjust MCP response example Update the MCP response section to show the top-level result wrapper used by many clients and align the explanatory bullets with that shape. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * Update GS regions for chat model * Update csharp.md * Trim unrelated PR files Remove the extra linked article changes by restoring the original retrieve-response heading, so the PR only carries the MCP response documentation update. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update azure.yaml config model, schema reference, and authoring guide (1/3) (#13102) * Update azure.yaml config model, schema reference, and authoring guide * Apply Microsoft Learn style suggestions to azure.yaml config docs * Revert "Update csharp.md" This reverts commit 4da0fe3358705e75639a071d98aac6cdbd6418a3. * Clarify scoring profiles in agentic retrieval Document that agentic retrieval does not apply index scoring profiles or surface @search.rerankerBoostedScore, and point indexed knowledge source guidance to freshness-aware retrieval where relevant. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Inline scoring profile clarifications Move the agentic-retrieval scoring-profile caveats out of note blocks and into the surrounding guidance for a smoother read. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Move scoring-profile caveat lower Shift the agentic-retrieval caveat from the intro into the limitations section so the direct semantic-search behavior is explained first. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * refactor version table (#13161) * refactor version table * rm deprecated version tables * Move caveats into limitations sections Add dedicated limitations sections to the indexed knowledge source and retrieve how-to articles, and move the scoring-profile caveats out of the lead paragraphs. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify search index limitation wording Remove the semanticConfigurationName-specific framing so the limitation stays focused on the scoring-profile behavior called out by the work item. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Link scoring profile references Replace plain-text scoring profile mentions in the limitation text with links to the scoring profile documentation. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Correct capitalization of 'GPT-5' * Resolve sync merge conflicts (#13179) * Update REST API reference in deployment instructions Adding REST API documentation link * Update image upload guidelines in documentation (#720) * Update image upload guidelines in documentation Clarified image URL requirements and limitations for Vision service. * Update articles/foundry/openai/includes/how-to-gpt-with-vision-content.md Co-authored-by: Patrick Farley <pafarley@microsoft.com> --------- Co-authored-by: Patrick Farley <pafarley@microsoft.com> * Add requirement for ACRs enabling azureADAuthenticationAsArmPolicy for Foundry Hosted Agent image access (#759) * Document ACR ARM authentication policy requirement * Align ACR policy wording * Add ACR authentication policy reference * Clarify ACR authentication policy requirement * Indent in note * Remove linebreak * Add linebreak --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Update upgrade instructions for Azure OpenAI to Foundry (#757) * Update upgrade instructions for Azure OpenAI to Foundry Added note about upgrading resources with existing private endpoints. * Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update migrate-v3-1-to-v3-2.md (#761) * Update migrate-v3-1-to-v3-2.md * Revise retirement details for Speech API versions Updated retirement information for Speech to text REST API versions. * Update Speech to Text API version information * Update retirement notice for speech API versions * Revise Cosmos DB container requirements for Standard setup (#729) * Revise Cosmos DB container requirements for Standard setup Updated Cosmos DB container requirements for Standard setup to include two additional containers and clarified the distinction between Classic and New Foundry Agent Service runtimes. * custom note formatting --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * Fixed commands for disabling/enabling web search (#764) The az cli commands for enabling/disabling (register/unregister) the web search tool were swapped. The register command was in the disable section and unregister was in enable section. This is now swapped and fixed. * docs(search): add missing RBAC enable step in knowledge base Configure access section (#766) * docs(search): add note to enable RBAC before using Microsoft Entra ID with knowledge bases The Configure access > Use roles section shows DefaultAzureCredential usage but does not warn that Azure AI Search is created in apiKeyOnly authentication mode by default. Without enabling role-based access first, any Microsoft Entra ID credential is rejected with a 403 Forbidden error regardless of role assignments. Add an IMPORTANT callout before the SDK-specific steps that links to search-security-enable-roles.md and explains the default behaviour. * docs(search): convert RBAC callout to numbered step per reviewer feedback Replace [!IMPORTANT] alert with an explicit numbered step inside each zone pivot block (C#, Python, REST). Step 1 now links to search-security-enable-roles.md, making the enable-roles requirement actionable rather than advisory. Addresses review feedback from haileytap on PR #766. * docs: clarify Foundry Local download provider type (#767) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add document and steps for stop session. (#772) * add document and steps for stop session. * Apply suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * fix: update deprecated Microsoft Docs link (#768) * Fix commands for web_search tool registration (#776) Corrected commands for enabling and disabling the web_search tool in Azure CLI. --------- Co-authored-by: learn-build-service-prod[bot] <113403604+learn-build-service-prod[bot]@users.noreply.github.com> Co-authored-by: JFolberth <johnfolberth@gmail.com> Co-authored-by: Regan Downer <v-rdowner@microsoft.com> Co-authored-by: Aalok Vyas <134663684+aavyas77@users.noreply.github.com> Co-authored-by: Patrick Farley <pafarley@microsoft.com> Co-authored-by: Maciej Porebski <macporebski@outlook.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: AhmadAbdullah91 <91725950+AhmadAbdullah91@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Archer Zhao <zhch@microsoft.com> Co-authored-by: George Ollis <76496924+georgeollis@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Aakash <3936081+akki-s@users.noreply.github.com> Co-authored-by: Joao Paulo Costa (JP) <joaopaulo.costa@outlook.com> Co-authored-by: Maanav Dalal <maanavdalal@gmail.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Harsheet Shah <50236780+harsheet-shah@users.noreply.github.com> Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Gowrisha C. Vishwa Kumar <97154030+gowrishacv@users.noreply.github.com> * Apply suggestion from @learn-build-service-prod-02[bot] Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * Update model retirement schedule: o1/o3-mini dates + lifecycle (GA->Deprecating), plus gpt-audio-mini, gpt-realtime-mini, model-router, computer-use-preview, mai-transcribe-1 dates * Add MAI-Image models to retirement schedule * Machine Learning Freshness pass (#13154) * Freshness pass * Update event grid documentation with new CLI commands and improved clarity * Update how-to-move-workspace documentation with new prerequisites and improved clarity * Update machine learning registries documentation for clarity and accuracy * Update how-to-secure-prompt-flow documentation for accuracy and clarity * fixing numbered list --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * remove deprecated models and add new models * Update agents docs (tools, migration, and quickstarts) to azure-ai-projects 2.x SDK Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update articles/foundry/agents/quickstarts/quickstart-memory-hosted-agent.md Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * Resolve syncing conflicts from repo_sync_working_branch to main (#13174) * Update REST API reference in deployment instructions Adding REST API documentation link * Update image upload guidelines in documentation (#720) * Update image upload guidelines in documentation Clarified image URL requirements and limitations for Vision service. * Update articles/foundry/openai/includes/how-to-gpt-with-vision-content.md Co-authored-by: Patrick Farley <pafarley@microsoft.com> --------- Co-authored-by: Patrick Farley <pafarley@microsoft.com> * Add requirement for ACRs enabling azureADAuthenticationAsArmPolicy for Foundry Hosted Agent image access (#759) * Document ACR ARM authentication policy requirement * Align ACR policy wording * Add ACR authentication policy reference * Clarify ACR authentication policy requirement * Indent in note * Remove linebreak * Add linebreak --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Update upgrade instructions for Azure OpenAI to Foundry (#757) * Update upgrade instructions for Azure OpenAI to Foundry Added note about upgrading resources with existing private endpoints. * Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update migrate-v3-1-to-v3-2.md (#761) * Update migrate-v3-1-to-v3-2.md * Revise retirement details for Speech API versions Updated retirement information for Speech to text REST API versions. * Update Speech to Text API version information * Update retirement notice for speech API versions * Revise Cosmos DB container requirements for Standard setup (#729) * Revise Cosmos DB container requirements for Standard setup Updated Cosmos DB container requirements for Standard setup to include two additional containers and clarified the distinction between Classic and New Foundry Agent Service runtimes. * custom note formatting --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * Fixed commands for disabling/enabling web search (#764) The az cli commands for enabling/disabling (register/unregister) the web search tool were swapped. The register command was in the disable section and unregister was in enable section. This is now swapped and fixed. * docs(search): add missing RBAC enable step in knowledge base Configure access section (#766) * docs(search): add note to enable RBAC before using Microsoft Entra ID with knowledge bases The Configure access > Use roles section shows DefaultAzureCredential usage but does not warn that Azure AI Search is created in apiKeyOnly authentication mode by default. Without enabling role-based access first, any Microsoft Entra ID credential is rejected with a 403 Forbidden error regardless of role assignments. Add an IMPORTANT callout before the SDK-specific steps that links to search-security-enable-roles.md and explains the default behaviour. * docs(search): convert RBAC callout to numbered step per reviewer feedback Replace [!IMPORTANT] alert with an explicit numbered step inside each zone pivot block (C#, Python, REST). Step 1 now links to search-security-enable-roles.md, making the enable-roles requirement actionable rather than advisory. Addresses review feedback from haileytap on PR #766. * docs: clarify Foundry Local download provider type (#767) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add document and steps for stop session. (#772) * add document and steps for stop session. * Apply suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * fix: update deprecated Microsoft Docs link (#768) * Fix commands for web_search tool registration (#776) Corrected commands for enabling and disabling the web_search tool in Azure CLI. * Update articles/foundry/agents/how-to/manage-hosted-sessions.md Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * Update manage-hosted-sessions.md --------- Co-authored-by: learn-build-service-prod[bot] <113403604+learn-build-service-prod[bot]@users.noreply.github.com> Co-authored-by: JFolberth <johnfolberth@gmail.com> Co-authored-by: Regan Downer <v-rdowner@microsoft.com> Co-authored-by: Aalok Vyas <134663684+aavyas77@users.noreply.github.com> Co-authored-by: Patrick Farley <pafarley@microsoft.com> Co-authored-by: Maciej Porebski <macporebski@outlook.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: AhmadAbdullah91 <91725950+AhmadAbdullah91@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Archer Zhao <zhch@microsoft.com> Co-authored-by: George Ollis <76496924+georgeollis@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Aakash <3936081+akki-s@users.noreply.github.com> Co-authored-by: Joao Paulo Costa (JP) <joaopaulo.costa@outlook.com> Co-authored-by: Maanav Dalal <maanavdalal@gmail.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Harsheet Shah <50236780+harsheet-shah@users.noreply.github.com> Co-authored-by: Harsheet Shah <harsheetshah@microsoft.com> Co-authored-by: Gowrisha C. Vishwa Kumar <97154030+gowrishacv@users.noreply.github.com> Co-authored-by: Alma Jenks <v-alje@microsoft.com> Co-authored-by: Ross McAllister <10053959+rmca14@users.noreply.github.com> Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * Update hosted agent deploy, configure, and run how-tos for azure.yaml config (2/3) (#13164) * Update hosted agent deploy, configure, and run how-tos for azure.yaml config * Apply Microsoft Learn style suggestions to hosted agent how-tos * Fix LAA terminology issues in ACR deploy how-to Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: aahill <aahi@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * remove deprecated & retired models from list of partner models * Deprecate stored completions: Add migration guidance (#13083) * stored completions will be deprecated in Oct, and this is migration guidence * stored completions will be deprecated in Oct, and this is migration guidence * address feedback: mark stored completions as deprecated, add a warning box and link to retirement article * 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> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Update toc.yml * Update stored-completions-retirement.md * Apply suggestion from @ssalgadodev * Apply suggestion from @ssalgadodev --------- Co-authored-by: Samantha Salgado <96396805+ssalgadodev@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * Fixed 4.1 dates Updated retirement dates and replacement information for models. * update tables for deprecated timeGEN-1 model * Updated lifecycles * chore: update update-code metadata for 3 files * Update gpt-5.4 context window info * Anthropic: add hosting comparison (#13125) * hosting comparison * Apply suggestions from code review Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * update wording of data processing * changes from Keiji * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * remove compliance considerations * move operational diffs up * Apply suggestions from code review Co-authored-by: Sheri Gilley <sgilley@microsoft.com> * rearrange table * remove blank table line * clarify support * revise again * tweaks * changes from Keiji * fix formatting * more changes from Keiji * remove BAA note * remove macc * put back macc * Apply suggestion from @learn-build-service-prod-06[bot] Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> * more changes from harshita and keiji * remove haiku from dz standard * Apply suggestion from @learn-build-service-prod-07[bot] Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> --------- Co-authored-by: sdgilley <3650506+sdgilley@users.noreply.github.com> Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com> * Revise subnet IP address limitations and solutions Updated limitations and solutions regarding subnet IP address ranges and validation for agent subnet configurations. * Move HD training method to first (#13141) * Move HD training method to first * Rearrange training method options in documentation Reordered the options in the Training method dropdown for clarity. * Revise training methods and add bilingual training section Updated training method references and images for clarity. Added bilingual training section. * Apply suggestion from @learn-build-service-prod-05[bot] Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * Add files via upload * Add files via upload * Revise training methods for custom voice models Updated training methods and instructions for custom voice models in Spee…
Apply suggestions from code review Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com>
Resolve syncing conflicts from repo_sync_working_branch to main (#12991) * Update REST API reference in deployment instructions Adding REST API documentation link * Update image upload guidelines in documentation (#720) * Update image upload guidelines in documentation Clarified image URL requirements and limitations for Vision service. * Update articles/foundry/openai/includes/how-to-gpt-with-vision-content.md Co-authored-by: Patrick Farley <pafarley@microsoft.com> --------- Co-authored-by: Patrick Farley <pafarley@microsoft.com> * Add requirement for ACRs enabling azureADAuthenticationAsArmPolicy for Foundry Hosted Agent image access (#759) * Document ACR ARM authentication policy requirement * Align ACR policy wording * Add ACR authentication policy reference * Clarify ACR authentication policy requirement * Indent in note * Remove linebreak * Add linebreak --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Update upgrade instructions for Azure OpenAI to Foundry (#757) * Update upgrade instructions for Azure OpenAI to Foundry Added note about upgrading resources with existing private endpoints. * Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Update migrate-v3-1-to-v3-2.md (#761) * Update migrate-v3-1-to-v3-2.md * Revise retirement details for Speech API versions Updated retirement information for Speech to text REST API versions. * Update Speech to Text API version information * Update retirement notice for speech API versions * Revise Cosmos DB container requirements for Standard setup (#729) * Revise Cosmos DB container requirements for Standard setup Updated Cosmos DB container requirements for Standard setup to include two additional containers and clarified the distinction between Classic and New Foundry Agent Service runtimes. * custom note formatting --------- Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> * Fixed commands for disabling/enabling web search (#764) The az cli commands for enabling/disabling (register/unregister) the web search tool were swapped. The register command was in the disable section and unregister was in enable section. This is now swapped and fixed. * docs(search): add missing RBAC enable step in knowledge base Configure access section (#766) * docs(search): add note to enable RBAC before using Microsoft Entra ID with knowledge bases The Configure access > Use roles section shows DefaultAzureCredential usage but does not warn that Azure AI Search is created in apiKeyOnly authentication mode by default. Without enabling role-based access first, any Microsoft Entra ID credential is rejected with a 403 Forbidden error regardless of role assignments. Add an IMPORTANT callout before the SDK-specific steps that links to search-security-enable-roles.md and explains the default behaviour. * docs(search): convert RBAC callout to numbered step per reviewer feedback Replace [!IMPORTANT] alert with an explicit numbered step inside each zone pivot block (C#, Python, REST). Step 1 now links to search-security-enable-roles.md, making the enable-roles requirement actionable rather than advisory. Addresses review feedback from haileytap on PR #766. * docs: clarify Foundry Local download provider type (#767) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: learn-build-service-prod[bot] <113403604+learn-build-service-prod[bot]@users.noreply.github.com> Co-authored-by: JFolberth <johnfolberth@gmail.com> Co-authored-by: Regan Downer <v-rdowner@microsoft.com> Co-authored-by: Aalok Vyas <134663684+aavyas77@users.noreply.github.com> Co-authored-by: Patrick Farley <pafarley@microsoft.com> Co-authored-by: Maciej Porebski <macporebski@outlook.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: AhmadAbdullah91 <91725950+AhmadAbdullah91@users.noreply.github.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Archer Zhao <zhch@microsoft.com> Co-authored-by: George Ollis <76496924+georgeollis@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> Co-authored-by: Aakash <3936081+akki-s@users.noreply.github.com> Co-authored-by: Joao Paulo Costa (JP) <joaopaulo.costa@outlook.com> Co-authored-by: Maanav Dalal <maanavdalal@gmail.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Tim Sherer <28902327+TimShererWithAquent@users.noreply.github.com>
own foundry local (#12812) * own foundry local * transfer ownership of foundry local * transfer ownership of foundry local * update foundry-local ownership change
update foundry-local source files to the foundry-samples repo (#12759) * update foundry-local source files to the foundry-samples repo * updated samples repo in articles
Fix FLAL link path in TOC Corrected path to /azure/azure-sovereign-clouds/private/foundry-local/ Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Add 'Foundry Local on Azure Local' link to TOC Adds a cross-link at the bottom of the Foundry Local TOC pointing to the Foundry Local on Azure Local documentation for enterprise scenarios. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>