Prepare azure-ai-agentserver-core 2.2.0b1 release by Shivakishore14 · Pull Request #48826 · Azure/azure-sdk-for-python

Shiva S (Shivakishore14) · 2026-09-01T14:23:17Z

Description

Updates the azure-ai-agentserver-core 2.2.0b1 release date to 2026-09-03.

Checklist

Version remains 2.2.0b1
CHANGELOG release date updated

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

azure-pipelines · 2026-09-01T14:23:56Z

Azure Pipelines: Successfully started running 1 pipeline(s). 9 pipeline(s) were filtered out due to trigger conditions. There may be pipelines that require an authorized user to comment /azp run to run.

azure-pipelines · 2026-09-01T15:09:15Z

Azure Pipelines: Successfully started running 1 pipeline(s). 9 pipeline(s) were filtered out due to trigger conditions. There may be pipelines that require an authorized user to comment /azp run to run.

Copilot

Pull request overview

Updates the azure-ai-agentserver-core 2.2.0b1 release date.

Changes:

Replaces “Unreleased” with September 1, 2026.
Confirms the changelog version matches _version.py.

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Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot

🟡 Changes recommended

The changelog date does not match the documented intended release date.

Once you've addressed the issues Copilot identified, you can request another Copilot review.

Review details

Files reviewed: 1/1 changed files
Comments generated: 1
Review effort level: Balanced

* [azure-ai-evaluation] Release 1.18.4 (#48782) * Release azure-ai-evaluation-1.19.0 Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 * Correct azure-ai-evaluation release to 1.18.4 Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 --------- Co-authored-by: Rabah B <rboubchir+microsoft@microsoft.com> Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 * Increment package version after release of azure-ai-agentserver-responses (#48785) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Populate measurements on telemetry from the `microsoft.custom_measurements` attribute (#48750) * Populate measurements on telemetry from the microsoft.custom_measurements attribute * Update CHANGELOG * Address feedback * Address feedback * Address feedback * Add samples for custom measurements attributes * Rename sample file to fix mypy errors * Fix format * Prepare azure-postgresql-auth 1.1.0 for release (#48762) Bump the package version to 1.1.0 and stamp the CHANGELOG's Unreleased section with the 2026-08-26 release date. The minor bump reflects the new public `create_asyncpg_engine` API added since 1.0.2. Co-authored-by: Matthew Boentoro <mboentoro@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Scope durable task IDs by hosted session GUID (#48776) * Scope durable task IDs by session GUID Read FOUNDRY_AGENT_SESSION_GUID in hosted configuration and use it as the private durable task namespace while preserving public conversation chain identity. Reuse active pre-rollout multi-turn tasks through a legacy-ID lookup and keep one-shot task IDs unchanged. Authored-by: GitHub Copilot CLI v1.0.81-9 Model: GPT-5.6 Sol (gpt-5.6-sol) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 * fix(agentserver): address session GUID review feedback Regenerate the Core API snapshot for AgentConfig.session_guid and require Core 2.2.0b1 from the Responses package so the configuration and legacy lookup APIs are always available. Authored-by: GitHub Copilot CLI v1.0.81-9 Model: GPT-5.6 Sol (gpt-5.6-sol) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 --------- Co-authored-by: Naman Tyagi <namantyagi@microsoft.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 * [Storage Blob] Migrating to TypeSpec (#45133) * [Search] Include Issue Cleanup starting 2026-08-01-preview release (#48767) * Fix issue in python Collection * Fix serialization perf regression * Include issue in changelog * Address copilot comments * Revert generated skill documentation edits Co-authored-by: efrainretana <141282336+efrainretana@users.noreply.github.com> * Update API surface * Fix accidental change --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Configure Agent Server trace sampling and instrumentation defaults (#48753) * Sync eng/common directory with azure-sdk-tools for PR 16660 (#48799) * Add Get-PackageApprovalStatus script. * Add Create-APIViewRevision.ps1 script * Add Mark-PackageReleased.ps1 script. * Update proposoal and scripts. Add step templates. * Updates. * Code review feedback. * Feedback. * Update get-package-approval-status condition. * Updates. * Ensure Get-PackageApprovalStatus does not fail for packages that aren't ready for release. * Code review feedback. * Code review feedback. * Validate SDK language for package approval --------- Co-authored-by: Travis Prescott <trpresco@microsoft.com> * [AutoPR azure-mgmt-cloudhealth]-generated-from-SDK Generation - Python-6742947 (#48727) * Configurations: 'specification/cloudhealth/resource-manager/Microsoft.CloudHealth/CloudHealth/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'ef5352bc9eb986c683703bc0f7907804837a1e00' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6742947 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update * Update CHANGELOG.md --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Bump Vally CLI to 0.14.0 (#48813) Co-authored-by: helen229 <gaoh@microsoft.com> * Update Python release pipelines for API Review Hub integration (#48711) * Update Python release pipelines for API Review Hub integration * Fix indentation. * Code review feedback. * [ARH] Fix Review Hub Artifact Generation (#48816) * Replace script expansions with environment variables. * Fix version parsing. * Fix compile-time expansions in base templates. (#48818) Co-authored-by: Travis Prescott <trpresco@microsoft.com> * Sync eng/common directory with azure-sdk-tools repository for Tools PR 16806 (#48811) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Conda Release 2026.09.01 (#48796) * Update conda files for 2026.09.01 release * Address PR review comments: update stale Conda release version pins Fixes stale version pins flagged in PR review comments on #48790: - azure-storage-blob: 12.30.0 -> 12.30.1 - azure-ai-projects: 2.4.0 -> 2.5.0 - azure-mgmt-compute: 38.2.0 -> 38.3.0 - azure-mgmt-containerservice: 41.5.0 -> 41.6.0 - azure-mgmt-containerservicefleet: 3.1.0 -> 4.0.0 - azure-mgmt-network: 31.0.1 -> 32.0.0 - azure-mgmt-recoveryservices: 4.1.0 -> 4.2.0 - azure-mgmt-storagesync: 2.0.0 -> 2.1.0 - azure-ai-voicelive: 1.2.0 -> 1.3.0 - azure-iot-deviceupdate: 1.0.0 -> 1.1.0 - azure-keyvault-secrets: 4.11.0 -> 4.11.2 Updated both the pipeline checkout pins in conda-sdk-client.yml and the corresponding conda release log entries for the 2026.09.01 release. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Use SQL release tag for Conda build Source azure-mgmt-sql 4.0.0 from its repository tag so the network-isolated Conda build does not depend on CFS upstream ingestion. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove Azure AI Evaluation Conda release log The Azure AI Evaluation package is not built or shipped as part of the Conda release. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [Evaluation] Make App Insights export best effort for managed identity (#48805) * fix(evaluation): make App Insights export best effort Keep managed-identity evaluation results when Application Insights export fails or times out, while preserving strict credential validation and failure logs. Authored-by: GitHub Copilot for VS Code Model: GitHub Copilot (copilot) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix(evaluation): bump version to 1.18.5 to match the Unreleased changelog entry Verify ChangeLogEntries failed: _version.py still read 1.18.4, so the validator picked up the 1.18.4 entry and rejected its 2026-08-27 date for no longer being the latest in the file, now that a 1.18.5 (Unreleased) section sits above it. _version.py represents the upcoming version and has to match the Unreleased heading. This is the repository convention: of the packages currently carrying an (Unreleased) top entry, 71 have a matching _version.py and 2 do not. Authored-by: GitHub Copilot for VS Code Model: Claude Opus 5 (claude-opus-5) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [AutoPR azure-mgmt-newrelicobservability]-generated-from-SDK Generation - Python-6685273 (#48531) * Configurations: 'specification/newrelic/NewRelicObservability.Management/tspconfig.yaml', SDK Release Type: stable, and CommitSHA: 'c8e1ea0817257e22c9bea05882feecdb78a3ef96' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6685273 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 * Add support to the exporter for Availability Data telemetry (#48812) * Add support to the exporter for Availability Data telemetry * Update CHANGELOG * Address feedback * Honor the python 3.10 timestamp style * Fix format * [AutoPR azure-mgmt-cognitiveservices]-generated-from-SDK Generation - Python-6755272 (#48662) * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'd8ae42826a35b0973ff1bb7900328c5063698a81' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6726122 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix cognitiveservices generated pylint errors * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '3644d9bb0870c79641abbd0caa6f440051afb727' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6748588 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Restore permission-safe compute polling * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '6e058a0a22c828ca0ebfd5a4826a72addc44f909' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6755272 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Restore compute polling customizations --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: M-Hietala <78813398+M-Hietala@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Update CHANGELOG.md (#48828) * Configurations: 'specification/servicenetworking/resource-manager/Microsoft.ServiceNetworking/ServiceNetworking/tspconfig.yaml', API Version: 2026-03-01, SDK Release Type: stable, and CommitSHA: '3fbff828a405632668f197b4c30466a0b8dc2cef' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756615 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. (#48789) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Add troubleshotoing. (#48832) * [AutoPR azure-mgmt-resource-policy]-generated-from-SDK Generation - Python-6767339 (#48752) * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', API Version: 2026-01-01-preview, SDK Release Type: beta, and CommitSHA: 'befd1687368facdf2e5f0878725c66107c2cd8d5' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6745144 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'e97a33424f6e7bce32dfc0b5d989a7485d586853' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756037 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'fb93aacb4b6f5bcd058e6730b113f1fcdcba8157' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6767339 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Update otel dependencies (#48823) * Update otel dependencies * Align with upstream * Fix lint * Add CHANGELOG * Update CHANGELOG * [AutoPR azure-mgmt-computerecommender]-generated-from-SDK Generation - Python-6760677 (#48781) * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'e86fadcae9dc3552bf56d669d43716419080317e' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6754980 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '3fbff828a405632668f197b4c30466a0b8dc2cef' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756573 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update CHANGELOG.md * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '397bf665c4d649b98bcfaf239c4b0a526301a03a' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6760677 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Exporter release 1.0.0b57 (#48835) * [CI] Skip managment plane SDKs (#48836) * Skip managment plane SDKs. * Code review feedback. * Update apistub (#48839) * Cosmos: GA throughput buckets (#48838) * Update CHANGELOG.md * GA throughput buckets remove preview label on README * Update CHANGELOG.md * Update CHANGELOG.md * Pin GitHub Actions to full-length commit SHAs (#48801) * [AutoPR azure-mgmt-containerservice]-generated-from-SDK Generation - Python-6768970 (#48779) * Configurations: 'specification/containerservice/resource-manager/Microsoft.ContainerService/aks/tspconfig.yaml', API Version: 2026-06-02-preview, SDK Release Type: beta, and CommitSHA: 'fbe52aa85adfd4b8cdaf711e5a768e3107882b85' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6752501 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/containerservice/resource-manager/Microsoft.ContainerService/aks/tspconfig.yaml', and CommitSHA: '036696689876be9b9eb9680494011244e41950d8' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6768970 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: FumingZhang <81607949+FumingZhang@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> * Sync .github/workflows directory with azure-sdk-tools for PR 16880 (#48846) * Sync .github/workflows directory with azure-sdk-tools repository for Tools PR 16880 * Pin SHA to azure-sdk-actions repo --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Mike Harder <mharder@microsoft.com> * Reuse staged wheels and fail on input prompts. (#48840) * Remove the _MICROSOFT_AVAILABILITY_TEST_TIMESTAMP and rely on the LogRecord timestamp instead for Availability Data (#48841) * Remove the _MICROSOFT_AVAILABILITY_TEST_TIMESTAMP and rely on the LogRecord timestamp instead for Availability Data * Update CHANGELOG * Increment package version after release of azure-cosmos (#48850) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Install deps if needed. (#48851) * [ARH] Authorize package registry (#48852) * Install deps if needed. * Auth dev pipeline * Replace quoting with env variables. (#48855) * [Evaluation] Prepare azure-ai-evaluation 1.18.5 release (#48853) Stamp the 2026-09-02 release date and fold the unpublished 1.18.4 change into 1.18.5 so the notes cover the cumulative update from PyPI version 1.18.3. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [identity] pin msal to < 1.38.0 (#48863) * pin msal * changelog * Sync .github/workflows directory with azure-sdk-tools repository (#48861) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Use 'none' environment for auto-release publish to skip manual approval gate (#48235) Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: c896e16a-4a37-45eb-9f29-3b5d0cf3375b * Howie/release (#48866) * Update version * Restore tsp-location.yaml * Update emitter skill for Python to deal with prerequisites (#47878) * change log (#47916) * [azure-ai-projects] Emit SDK from TypeSpec (commit fca510e0) (#47914) * Fix TypeSpec paths (#47959) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview (#48234) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview * change log * Re-emit from latest TypeSpec and do required updates (#48216) * Re-emit, to remove WebIQ tools (#48240) * update report * Updates in prep for a release of 2.4.0 (#48248) * Update rename tsp-location.yaml, so it does not break release build * change log (#48246) * Add sample toolboxes for synchronous and asynchronous AIProjectClient usage; update assets.json tag * Comment out additional sample tests in TestSamples class * Update to version 2.5.0 * Howie/sample 35 (#48310) * Refactor agent name retrieval to use a fallback mechanism - Updated multiple sample scripts to change the way the agent name is retrieved from environment variables. - Replaced the default value assignment using `os.environ.get("FOUNDRY_AGENT_NAME", "MyAgent")` with a more concise approach using `os.environ.get("FOUNDRY_AGENT_NAME") or "MyAgent"`. - This change ensures that if the environment variable is not set, the fallback value "MyAgent" is still used, while improving code readability. - The affected files include various agent tools and hosted agent samples across the project. * rever dataset generation job polling and update assistant prompt * change log (#48427) * Custom LRO pollers to enable easy access to Job ID (#48468) * Re-emit from latest TypeSpec commit (8-10-2026 17:16) (#48526) * update api.md files * Update public methods report. Delete other old report * Howie/reemit (#48608) * Add A2A protocol support and update related models - Introduced A2ATool and A2AToolboxTool classes for A2A protocol implementation. - Added A2AProtocolVersion enum to define supported A2A protocol versions. - Updated DataGenerationJobOptions to include SimulationSeedDataGenerationJobOptions and removed TaskGenerationDataGenerationJobOptions. - Modified existing models and enums to accommodate new A2A features. - Updated sample agent to utilize the new A2ATool class. - Adjusted beta routines API to remove unsupported parameters and enhance pagination handling. - Updated YAML configuration to reflect repository changes. * Update tsp-location.yaml with latest commit and repository details * Update sample_agent_to_agent.py skip reason in test_samples.py * Update CHANGELOG.md to include new A2A tools and breaking changes (#48626) * Remove deprecated multi-agent workflow samples and update evaluation … (#48795) * Add BetaAgentInsightMonitorsOperations and related functionality - Introduced `BetaAgentInsightMonitorsOperations` for managing agent insight monitors. - Updated `BetaOperations` to include the new agent insight monitors operations. - Removed outdated sample scripts for multi-agent workflows and MCP approval. - Updated evaluation samples to reflect changes in Azure SDK and improve functionality. - Adjusted role assignment parameters in evaluation samples for better clarity and structure. - Updated `tsp-location.yaml` to include new directories for agent insights and voice agents. * refactor: remove unnecessary RoleAssignmentProperties import in evaluation samples * refactor: remove VoiceAgents from agent feature headers in tests and implementation * refactor: remove VoiceAgents from non-beta optional test cases * feat: add new features for agent insight monitors and Microsoft 365 publishing * refactor: update RoleAssignment import and parameters format in evaluation samples * refactor: update RoleAssignment parameters to use dictionary format in RBAC assignment * feat: add multi-agent workflow samples with synchronous and asynchronous clients * feat: update CHANGELOG and public methods documentation for AgentInsight monitors and Microsoft 365 publishing --------- Co-authored-by: Darren Cohen <39422044+dargilco@users.noreply.github.com> * Sync .github/workflows directory with azure-sdk-tools for PR 16886 (#48864) * Only trigger on pull_request - Allows for simpler and more efficient checkout * Change runner from ubuntu-latest to ubuntu-slim --------- Co-authored-by: Mike Harder <mharder@microsoft.com> * Update npm lockfiles (#48871) Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: mikeharder <9459391+mikeharder@users.noreply.github.com> * Delete .github/workflows/typespec-python-regenerate.yml (#48874) * Bump version & changelog update (#48808) * Bump version to 1.36.0 * Update CHANGELOG for version 1.36.0 Updated version number from 1.35.0 to 1.36.0 and added release notes for features and bug fixes. * Prepare azure-ai-agentserver-invocations 1.2.0b1 release (#48877) Co-authored-by: Jin-Wu <wujin@microsoft.com> * [azure-ai-ml] Store tenant id in JobOperations to speed up jobs.list() iteration (#48760) * [azure-ai-ml] Cache tenant id in JobOperations to speed up jobs.list() iteration Fixes #48415. _append_tid_to_studio_url called credential.get_token() on every job during list() iteration to decode the tenant id from a JWT. TokenCredential.get_token is not cached, so AzureCliCredential shelled out to 'az account get-access-token' per job (~77s for 100 jobs in the issue vs ~13s without). The tenant id is stable for a JobOperations instance, so cache it on self._tid_cache after the first decode and reuse for subsequent jobs. No public API or wire change. * Add regression test for JobOperations tenant id cache Addresses Copilot review feedback on PR: asserts _append_tid_to_studio_url populates both jobs' Studio URLs with the tenant id while credential.get_token() is called exactly once. Existing tests only covered the no-services no-op path. * Apply black formatting to tid cache regression test Collapses the multi-line function signature and AccessToken constructor to single lines at the repo's 120-char line length, matching what black in the CI pipeline expects. * Rename tid_cache * [AutoPR azure-mgmt-servicefabricmanagedclusters]-generated-from-SDK Generation - Python-6768562 (#48819) * Configurations: 'specification/servicefabricmanagedclusters/resource-manager/Microsoft.ServiceFabric/ServiceFabricManagedClusters/tspconfig.yaml', and CommitSHA: '44920c2ab894014c26ce4a61b0eb5483ecf48280' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6767794 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Update Service Fabric Managed Clusters changelog Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 * Configurations: 'specification/servicefabricmanagedclusters/resource-manager/Microsoft.ServiceFabric/ServiceFabricManagedClusters/tspconfig.yaml', and CommitSHA: 'f4d16444c4bf911d8017bfa1b92365aacef0d130' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6768562 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Update Service Fabric Managed Clusters changelog Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Evan Waldmann <Waldmannevan@gmail.com> Co-authored-by: Evan Waldmann (from Dev Box) <evanwaldmann@microsoft.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 * Fix issue where package info is missing or empty. (#48872) * Updating App Config test resources (#48769) * Updating App Config test resources * Update test_readiness.py * Apply batched suggestions from code review Co-authored-by: Yuan Qu <yuanqu@microsoft.com> * updating from review comments * Apply batched suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Updating samples * review items * Fixing provider tests * Update conftest.py * Fixing tests --------- Co-authored-by: Yuan Qu <yuanqu@microsoft.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Prepare azure-ai-agentserver-core 2.2.0b1 release (#48826) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix issue with filtering (#48884) * Code review feedback. * Code review feedback. * Add fix to skip marking management plane SDKs released. * Update otel dependencies (#48834) * Update otel dependencies * Bump min exporter version * Add shell toolbox sample (#48870) * feat: Enhance Agent Insights with content moderation and shell toolbox support - Added content-safety moderation support for custom request, response, and streaming invocation body formats. - Introduced `external_web_access` property to `WebSearchTool` and `WebSearchToolboxTool` for controlling internet access. - Implemented new `RaiInvocationModeration`, `RaiInvocationContentType`, and `RaiInvocationMode` models for enhanced invocation control. - Updated `BetaAgentInsightMonitorsOperations` to include an optional `operation_id` for idempotent retries. - Added sample demonstrating the use of a shell tool in a toolbox with a Prompt Agent. - Fixed Responses API instrumentation for streaming calls. - Updated changelog and API metadata for version 2.6.0. * fix: Update asset tag to reflect the latest version in assets.json * fix: Update agents header value to include ModelRouterControls in tests * fix: Update asset tag to reflect the latest version in assets.json * fix: Remove Foundry-Features header from toolbox creation * Update all eval models to GPT-5.4 (#48891) Co-authored-by: helen229 <gaoh@microsoft.com> --------- Co-authored-by: Rabah B <134166186+RabsB@users.noreply.github.com> Co-authored-by: Rabah B <rboubchir+microsoft@microsoft.com> Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Co-authored-by: azure-sdk-automation[bot] <191533747+azure-sdk-automation[bot]@users.noreply.github.com> Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Radhika Gupta <guptaradhika@microsoft.com> Co-authored-by: Matthew Boentoro <mattboentoro@yahoo.com> Co-authored-by: Matthew Boentoro <mboentoro@microsoft.com> Co-authored-by: Nathandrake229 <39689729+Nathandrake229@users.noreply.github.com> Co-authored-by: Naman Tyagi <namantyagi@microsoft.com> Co-authored-by: Libba Lawrence <llawrence@microsoft.com> Co-authored-by: efrainretana <141282336+efrainretana@users.noreply.github.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Ankit Singhal <30610298+singankit@users.noreply.github.com> Co-authored-by: Travis Prescott <trpresco@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> Co-authored-by: helen229 <gaoh@microsoft.com> Co-authored-by: Travis Prescott <tjprescott@users.noreply.github.com> Co-authored-by: jenny <63012604+JennyPng@users.noreply.github.com> Co-authored-by: Mohamed Hessien <mohessie@microsoft.com> Co-authored-by: M-Hietala <78813398+M-Hietala@users.noreply.github.com> Co-authored-by: Simon Moreno <30335873+simorenoh@users.noreply.github.com> Co-authored-by: Dan Fiedler <151573964+danfiedler-msft@users.noreply.github.com> Co-authored-by: FumingZhang <81607949+FumingZhang@users.noreply.github.com> Co-authored-by: Mike Harder <mharder@microsoft.com> Co-authored-by: Sydney Lister <103153180+slister1001@users.noreply.github.com> Co-authored-by: Ray Chen <raychen@microsoft.com> Co-authored-by: Darren Cohen <39422044+dargilco@users.noreply.github.com> Co-authored-by: mikeharder <9459391+mikeharder@users.noreply.github.com> Co-authored-by: Yuchao Yan <yuchaoyan@microsoft.com> Co-authored-by: Chakradhar886 <v-cchakradha@microsoft.com> Co-authored-by: knit <knitvoger@gmail.com> Co-authored-by: Jin-Wu <wujin@microsoft.com> Co-authored-by: saanikaguptamicrosoft <gsaanika@gmail.com> Co-authored-by: Evan Waldmann <Waldmannevan@gmail.com> Co-authored-by: Evan Waldmann (from Dev Box) <evanwaldmann@microsoft.com> Co-authored-by: Matthew Metcalf <mrm9084@gmail.com> Co-authored-by: Yuan Qu <yuanqu@microsoft.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Shiva S <shivakishore14@gmail.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 Copilot-Session: c896e16a-4a37-45eb-9f29-3b5d0cf3375b Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81

* Update version * Restore tsp-location.yaml * Update emitter skill for Python to deal with prerequisites (#47878) * change log (#47916) * [azure-ai-projects] Emit SDK from TypeSpec (commit fca510e0) (#47914) * Fix TypeSpec paths (#47959) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview (#48234) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview * change log * Re-emit from latest TypeSpec and do required updates (#48216) * Re-emit, to remove WebIQ tools (#48240) * update report * Updates in prep for a release of 2.4.0 (#48248) * Update rename tsp-location.yaml, so it does not break release build * change log (#48246) * Add sample toolboxes for synchronous and asynchronous AIProjectClient usage; update assets.json tag * Comment out additional sample tests in TestSamples class * Update to version 2.5.0 * Howie/sample 35 (#48310) * Refactor agent name retrieval to use a fallback mechanism - Updated multiple sample scripts to change the way the agent name is retrieved from environment variables. - Replaced the default value assignment using `os.environ.get("FOUNDRY_AGENT_NAME", "MyAgent")` with a more concise approach using `os.environ.get("FOUNDRY_AGENT_NAME") or "MyAgent"`. - This change ensures that if the environment variable is not set, the fallback value "MyAgent" is still used, while improving code readability. - The affected files include various agent tools and hosted agent samples across the project. * rever dataset generation job polling and update assistant prompt * change log (#48427) * Custom LRO pollers to enable easy access to Job ID (#48468) * Re-emit from latest TypeSpec commit (8-10-2026 17:16) (#48526) * update api.md files * Update public methods report. Delete other old report * Howie/reemit (#48608) * Add A2A protocol support and update related models - Introduced A2ATool and A2AToolboxTool classes for A2A protocol implementation. - Added A2AProtocolVersion enum to define supported A2A protocol versions. - Updated DataGenerationJobOptions to include SimulationSeedDataGenerationJobOptions and removed TaskGenerationDataGenerationJobOptions. - Modified existing models and enums to accommodate new A2A features. - Updated sample agent to utilize the new A2ATool class. - Adjusted beta routines API to remove unsupported parameters and enhance pagination handling. - Updated YAML configuration to reflect repository changes. * Update tsp-location.yaml with latest commit and repository details * Update sample_agent_to_agent.py skip reason in test_samples.py * Update CHANGELOG.md to include new A2A tools and breaking changes (#48626) * Remove deprecated multi-agent workflow samples and update evaluation … (#48795) * Add BetaAgentInsightMonitorsOperations and related functionality - Introduced `BetaAgentInsightMonitorsOperations` for managing agent insight monitors. - Updated `BetaOperations` to include the new agent insight monitors operations. - Removed outdated sample scripts for multi-agent workflows and MCP approval. - Updated evaluation samples to reflect changes in Azure SDK and improve functionality. - Adjusted role assignment parameters in evaluation samples for better clarity and structure. - Updated `tsp-location.yaml` to include new directories for agent insights and voice agents. * refactor: remove unnecessary RoleAssignmentProperties import in evaluation samples * refactor: remove VoiceAgents from agent feature headers in tests and implementation * refactor: remove VoiceAgents from non-beta optional test cases * feat: add new features for agent insight monitors and Microsoft 365 publishing * refactor: update RoleAssignment import and parameters format in evaluation samples * refactor: update RoleAssignment parameters to use dictionary format in RBAC assignment * feat: add multi-agent workflow samples with synchronous and asynchronous clients * feat: update CHANGELOG and public methods documentation for AgentInsight monitors and Microsoft 365 publishing * main -> vnext (#48897) * [azure-ai-evaluation] Release 1.18.4 (#48782) * Release azure-ai-evaluation-1.19.0 Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 * Correct azure-ai-evaluation release to 1.18.4 Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 --------- Co-authored-by: Rabah B <rboubchir+microsoft@microsoft.com> Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 * Increment package version after release of azure-ai-agentserver-responses (#48785) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Populate measurements on telemetry from the `microsoft.custom_measurements` attribute (#48750) * Populate measurements on telemetry from the microsoft.custom_measurements attribute * Update CHANGELOG * Address feedback * Address feedback * Address feedback * Add samples for custom measurements attributes * Rename sample file to fix mypy errors * Fix format * Prepare azure-postgresql-auth 1.1.0 for release (#48762) Bump the package version to 1.1.0 and stamp the CHANGELOG's Unreleased section with the 2026-08-26 release date. The minor bump reflects the new public `create_asyncpg_engine` API added since 1.0.2. Co-authored-by: Matthew Boentoro <mboentoro@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Scope durable task IDs by hosted session GUID (#48776) * Scope durable task IDs by session GUID Read FOUNDRY_AGENT_SESSION_GUID in hosted configuration and use it as the private durable task namespace while preserving public conversation chain identity. Reuse active pre-rollout multi-turn tasks through a legacy-ID lookup and keep one-shot task IDs unchanged. Authored-by: GitHub Copilot CLI v1.0.81-9 Model: GPT-5.6 Sol (gpt-5.6-sol) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 * fix(agentserver): address session GUID review feedback Regenerate the Core API snapshot for AgentConfig.session_guid and require Core 2.2.0b1 from the Responses package so the configuration and legacy lookup APIs are always available. Authored-by: GitHub Copilot CLI v1.0.81-9 Model: GPT-5.6 Sol (gpt-5.6-sol) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 --------- Co-authored-by: Naman Tyagi <namantyagi@microsoft.com> Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 * [Storage Blob] Migrating to TypeSpec (#45133) * [Search] Include Issue Cleanup starting 2026-08-01-preview release (#48767) * Fix issue in python Collection * Fix serialization perf regression * Include issue in changelog * Address copilot comments * Revert generated skill documentation edits Co-authored-by: efrainretana <141282336+efrainretana@users.noreply.github.com> * Update API surface * Fix accidental change --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> * Configure Agent Server trace sampling and instrumentation defaults (#48753) * Sync eng/common directory with azure-sdk-tools for PR 16660 (#48799) * Add Get-PackageApprovalStatus script. * Add Create-APIViewRevision.ps1 script * Add Mark-PackageReleased.ps1 script. * Update proposoal and scripts. Add step templates. * Updates. * Code review feedback. * Feedback. * Update get-package-approval-status condition. * Updates. * Ensure Get-PackageApprovalStatus does not fail for packages that aren't ready for release. * Code review feedback. * Code review feedback. * Validate SDK language for package approval --------- Co-authored-by: Travis Prescott <trpresco@microsoft.com> * [AutoPR azure-mgmt-cloudhealth]-generated-from-SDK Generation - Python-6742947 (#48727) * Configurations: 'specification/cloudhealth/resource-manager/Microsoft.CloudHealth/CloudHealth/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'ef5352bc9eb986c683703bc0f7907804837a1e00' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6742947 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update * Update CHANGELOG.md --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Bump Vally CLI to 0.14.0 (#48813) Co-authored-by: helen229 <gaoh@microsoft.com> * Update Python release pipelines for API Review Hub integration (#48711) * Update Python release pipelines for API Review Hub integration * Fix indentation. * Code review feedback. * [ARH] Fix Review Hub Artifact Generation (#48816) * Replace script expansions with environment variables. * Fix version parsing. * Fix compile-time expansions in base templates. (#48818) Co-authored-by: Travis Prescott <trpresco@microsoft.com> * Sync eng/common directory with azure-sdk-tools repository for Tools PR 16806 (#48811) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Conda Release 2026.09.01 (#48796) * Update conda files for 2026.09.01 release * Address PR review comments: update stale Conda release version pins Fixes stale version pins flagged in PR review comments on Azure/azure-sdk-for-python#48790: - azure-storage-blob: 12.30.0 -> 12.30.1 - azure-ai-projects: 2.4.0 -> 2.5.0 - azure-mgmt-compute: 38.2.0 -> 38.3.0 - azure-mgmt-containerservice: 41.5.0 -> 41.6.0 - azure-mgmt-containerservicefleet: 3.1.0 -> 4.0.0 - azure-mgmt-network: 31.0.1 -> 32.0.0 - azure-mgmt-recoveryservices: 4.1.0 -> 4.2.0 - azure-mgmt-storagesync: 2.0.0 -> 2.1.0 - azure-ai-voicelive: 1.2.0 -> 1.3.0 - azure-iot-deviceupdate: 1.0.0 -> 1.1.0 - azure-keyvault-secrets: 4.11.0 -> 4.11.2 Updated both the pipeline checkout pins in conda-sdk-client.yml and the corresponding conda release log entries for the 2026.09.01 release. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Use SQL release tag for Conda build Source azure-mgmt-sql 4.0.0 from its repository tag so the network-isolated Conda build does not depend on CFS upstream ingestion. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove Azure AI Evaluation Conda release log The Azure AI Evaluation package is not built or shipped as part of the Conda release. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [Evaluation] Make App Insights export best effort for managed identity (#48805) * fix(evaluation): make App Insights export best effort Keep managed-identity evaluation results when Application Insights export fails or times out, while preserving strict credential validation and failure logs. Authored-by: GitHub Copilot for VS Code Model: GitHub Copilot (copilot) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix(evaluation): bump version to 1.18.5 to match the Unreleased changelog entry Verify ChangeLogEntries failed: _version.py still read 1.18.4, so the validator picked up the 1.18.4 entry and rejected its 2026-08-27 date for no longer being the latest in the file, now that a 1.18.5 (Unreleased) section sits above it. _version.py represents the upcoming version and has to match the Unreleased heading. This is the repository convention: of the packages currently carrying an (Unreleased) top entry, 71 have a matching _version.py and 2 do not. Authored-by: GitHub Copilot for VS Code Model: Claude Opus 5 (claude-opus-5) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [AutoPR azure-mgmt-newrelicobservability]-generated-from-SDK Generation - Python-6685273 (#48531) * Configurations: 'specification/newrelic/NewRelicObservability.Management/tspconfig.yaml', SDK Release Type: stable, and CommitSHA: 'c8e1ea0817257e22c9bea05882feecdb78a3ef96' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6685273 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 * Add support to the exporter for Availability Data telemetry (#48812) * Add support to the exporter for Availability Data telemetry * Update CHANGELOG * Address feedback * Honor the python 3.10 timestamp style * Fix format * [AutoPR azure-mgmt-cognitiveservices]-generated-from-SDK Generation - Python-6755272 (#48662) * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'd8ae42826a35b0973ff1bb7900328c5063698a81' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6726122 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix cognitiveservices generated pylint errors * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '3644d9bb0870c79641abbd0caa6f440051afb727' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6748588 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Restore permission-safe compute polling * Configurations: 'specification/cognitiveservices/CognitiveServices.Management/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '6e058a0a22c828ca0ebfd5a4826a72addc44f909' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6755272 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Restore compute polling customizations --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: M-Hietala <78813398+M-Hietala@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Update CHANGELOG.md (#48828) * Configurations: 'specification/servicenetworking/resource-manager/Microsoft.ServiceNetworking/ServiceNetworking/tspconfig.yaml', API Version: 2026-03-01, SDK Release Type: stable, and CommitSHA: '3fbff828a405632668f197b4c30466a0b8dc2cef' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756615 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. (#48789) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Add troubleshotoing. (#48832) * [AutoPR azure-mgmt-resource-policy]-generated-from-SDK Generation - Python-6767339 (#48752) * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', API Version: 2026-01-01-preview, SDK Release Type: beta, and CommitSHA: 'befd1687368facdf2e5f0878725c66107c2cd8d5' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6745144 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'e97a33424f6e7bce32dfc0b5d989a7485d586853' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756037 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/resources/resource-manager/Microsoft.Authorization/policy/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'fb93aacb4b6f5bcd058e6730b113f1fcdcba8157' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6767339 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Update otel dependencies (#48823) * Update otel dependencies * Align with upstream * Fix lint * Add CHANGELOG * Update CHANGELOG * [AutoPR azure-mgmt-computerecommender]-generated-from-SDK Generation - Python-6760677 (#48781) * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: 'e86fadcae9dc3552bf56d669d43716419080317e' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6754980 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '3fbff828a405632668f197b4c30466a0b8dc2cef' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6756573 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update CHANGELOG.md * Configurations: 'specification/compute/resource-manager/Microsoft.Compute/Recommender/tspconfig.yaml', SDK Release Type: beta, and CommitSHA: '397bf665c4d649b98bcfaf239c4b0a526301a03a' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6760677 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> * Exporter release 1.0.0b57 (#48835) * [CI] Skip managment plane SDKs (#48836) * Skip managment plane SDKs. * Code review feedback. * Update apistub (#48839) * Cosmos: GA throughput buckets (#48838) * Update CHANGELOG.md * GA throughput buckets remove preview label on README * Update CHANGELOG.md * Update CHANGELOG.md * Pin GitHub Actions to full-length commit SHAs (#48801) * [AutoPR azure-mgmt-containerservice]-generated-from-SDK Generation - Python-6768970 (#48779) * Configurations: 'specification/containerservice/resource-manager/Microsoft.ContainerService/aks/tspconfig.yaml', API Version: 2026-06-02-preview, SDK Release Type: beta, and CommitSHA: 'fbe52aa85adfd4b8cdaf711e5a768e3107882b85' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6752501 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Configurations: 'specification/containerservice/resource-manager/Microsoft.ContainerService/aks/tspconfig.yaml', and CommitSHA: '036696689876be9b9eb9680494011244e41950d8' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6768970 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * update --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: FumingZhang <81607949+FumingZhang@users.noreply.github.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> * Sync .github/workflows directory with azure-sdk-tools for PR 16880 (#48846) * Sync .github/workflows directory with azure-sdk-tools repository for Tools PR 16880 * Pin SHA to azure-sdk-actions repo --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Mike Harder <mharder@microsoft.com> * Reuse staged wheels and fail on input prompts. (#48840) * Remove the _MICROSOFT_AVAILABILITY_TEST_TIMESTAMP and rely on the LogRecord timestamp instead for Availability Data (#48841) * Remove the _MICROSOFT_AVAILABILITY_TEST_TIMESTAMP and rely on the LogRecord timestamp instead for Availability Data * Update CHANGELOG * Increment package version after release of azure-cosmos (#48850) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Install deps if needed. (#48851) * [ARH] Authorize package registry (#48852) * Install deps if needed. * Auth dev pipeline * Replace quoting with env variables. (#48855) * [Evaluation] Prepare azure-ai-evaluation 1.18.5 release (#48853) Stamp the 2026-09-02 release date and fold the unpublished 1.18.4 change into 1.18.5 so the notes cover the cumulative update from PyPI version 1.18.3. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [identity] pin msal to < 1.38.0 (#48863) * pin msal * changelog * Sync .github/workflows directory with azure-sdk-tools repository (#48861) Co-authored-by: azure-sdk <azuresdk@microsoft.com> * Use 'none' environment for auto-release publish to skip manual approval gate (#48235) Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: c896e16a-4a37-45eb-9f29-3b5d0cf3375b * Howie/release (#48866) * Update version * Restore tsp-location.yaml * Update emitter skill for Python to deal with prerequisites (#47878) * change log (#47916) * [azure-ai-projects] Emit SDK from TypeSpec (commit fca510e0) (#47914) * Fix TypeSpec paths (#47959) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview (#48234) * Remove sample_agent_toolbox_skill.py per bakcned folks and Linda request, add new hosted agent samples for Teams message trigger and reminder preview * change log * Re-emit from latest TypeSpec and do required updates (#48216) * Re-emit, to remove WebIQ tools (#48240) * update report * Updates in prep for a release of 2.4.0 (#48248) * Update rename tsp-location.yaml, so it does not break release build * change log (#48246) * Add sample toolboxes for synchronous and asynchronous AIProjectClient usage; update assets.json tag * Comment out additional sample tests in TestSamples class * Update to version 2.5.0 * Howie/sample 35 (#48310) * Refactor agent name retrieval to use a fallback mechanism - Updated multiple sample scripts to change the way the agent name is retrieved from environment variables. - Replaced the default value assignment using `os.environ.get("FOUNDRY_AGENT_NAME", "MyAgent")` with a more concise approach using `os.environ.get("FOUNDRY_AGENT_NAME") or "MyAgent"`. - This change ensures that if the environment variable is not set, the fallback value "MyAgent" is still used, while improving code readability. - The affected files include various agent tools and hosted agent samples across the project. * rever dataset generation job polling and update assistant prompt * change log (#48427) * Custom LRO pollers to enable easy access to Job ID (#48468) * Re-emit from latest TypeSpec commit (8-10-2026 17:16) (#48526) * update api.md files * Update public methods report. Delete other old report * Howie/reemit (#48608) * Add A2A protocol support and update related models - Introduced A2ATool and A2AToolboxTool classes for A2A protocol implementation. - Added A2AProtocolVersion enum to define supported A2A protocol versions. - Updated DataGenerationJobOptions to include SimulationSeedDataGenerationJobOptions and removed TaskGenerationDataGenerationJobOptions. - Modified existing models and enums to accommodate new A2A features. - Updated sample agent to utilize the new A2ATool class. - Adjusted beta routines API to remove unsupported parameters and enhance pagination handling. - Updated YAML configuration to reflect repository changes. * Update tsp-location.yaml with latest commit and repository details * Update sample_agent_to_agent.py skip reason in test_samples.py * Update CHANGELOG.md to include new A2A tools and breaking changes (#48626) * Remove deprecated multi-agent workflow samples and update evaluation … (#48795) * Add BetaAgentInsightMonitorsOperations and related functionality - Introduced `BetaAgentInsightMonitorsOperations` for managing agent insight monitors. - Updated `BetaOperations` to include the new agent insight monitors operations. - Removed outdated sample scripts for multi-agent workflows and MCP approval. - Updated evaluation samples to reflect changes in Azure SDK and improve functionality. - Adjusted role assignment parameters in evaluation samples for better clarity and structure. - Updated `tsp-location.yaml` to include new directories for agent insights and voice agents. * refactor: remove unnecessary RoleAssignmentProperties import in evaluation samples * refactor: remove VoiceAgents from agent feature headers in tests and implementation * refactor: remove VoiceAgents from non-beta optional test cases * feat: add new features for agent insight monitors and Microsoft 365 publishing * refactor: update RoleAssignment import and parameters format in evaluation samples * refactor: update RoleAssignment parameters to use dictionary format in RBAC assignment * feat: add multi-agent workflow samples with synchronous and asynchronous clients * feat: update CHANGELOG and public methods documentation for AgentInsight monitors and Microsoft 365 publishing --------- Co-authored-by: Darren Cohen <39422044+dargilco@users.noreply.github.com> * Sync .github/workflows directory with azure-sdk-tools for PR 16886 (#48864) * Only trigger on pull_request - Allows for simpler and more efficient checkout * Change runner from ubuntu-latest to ubuntu-slim --------- Co-authored-by: Mike Harder <mharder@microsoft.com> * Update npm lockfiles (#48871) Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: mikeharder <9459391+mikeharder@users.noreply.github.com> * Delete .github/workflows/typespec-python-regenerate.yml (#48874) * Bump version & changelog update (#48808) * Bump version to 1.36.0 * Update CHANGELOG for version 1.36.0 Updated version number from 1.35.0 to 1.36.0 and added release notes for features and bug fixes. * Prepare azure-ai-agentserver-invocations 1.2.0b1 release (#48877) Co-authored-by: Jin-Wu <wujin@microsoft.com> * [azure-ai-ml] Store tenant id in JobOperations to speed up jobs.list() iteration (#48760) * [azure-ai-ml] Cache tenant id in JobOperations to speed up jobs.list() iteration Fixes #48415. _append_tid_to_studio_url called credential.get_token() on every job during list() iteration to decode the tenant id from a JWT. TokenCredential.get_token is not cached, so AzureCliCredential shelled out to 'az account get-access-token' per job (~77s for 100 jobs in the issue vs ~13s without). The tenant id is stable for a JobOperations instance, so cache it on self._tid_cache after the first decode and reuse for subsequent jobs. No public API or wire change. * Add regression test for JobOperations tenant id cache Addresses Copilot review feedback on PR: asserts _append_tid_to_studio_url populates both jobs' Studio URLs with the tenant id while credential.get_token() is called exactly once. Existing tests only covered the no-services no-op path. * Apply black formatting to tid cache regression test Collapses the multi-line function signature and AccessToken constructor to single lines at the repo's 120-char line length, matching what black in the CI pipeline expects. * Rename tid_cache * [AutoPR azure-mgmt-servicefabricmanagedclusters]-generated-from-SDK Generation - Python-6768562 (#48819) * Configurations: 'specification/servicefabricmanagedclusters/resource-manager/Microsoft.ServiceFabric/ServiceFabricManagedClusters/tspconfig.yaml', and CommitSHA: '44920c2ab894014c26ce4a61b0eb5483ecf48280' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6767794 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Update Service Fabric Managed Clusters changelog Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 * Configurations: 'specification/servicefabricmanagedclusters/resource-manager/Microsoft.ServiceFabric/ServiceFabricManagedClusters/tspconfig.yaml', and CommitSHA: 'f4d16444c4bf911d8017bfa1b92365aacef0d130' in SpecRepo: 'https://github.com/Azure/azure-rest-api-specs' Pipeline run: https://dev.azure.com/azure-sdk/internal/_build/results?buildId=6768562 Refer to https://eng.ms/docs/products/azure-developer-experience/develop/sdk-release/sdk-release-prerequisites to prepare for SDK release. * Update Service Fabric Managed Clusters changelog Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 --------- Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Evan Waldmann <Waldmannevan@gmail.com> Co-authored-by: Evan Waldmann (from Dev Box) <evanwaldmann@microsoft.com> Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 * Fix issue where package info is missing or empty. (#48872) * Updating App Config test resources (#48769) * Updating App Config test resources * Update test_readiness.py * Apply batched suggestions from code review Co-authored-by: Yuan Qu <yuanqu@microsoft.com> * updating from review comments * Apply batched suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Updating samples * review items * Fixing provider tests * Update conftest.py * Fixing tests --------- Co-authored-by: Yuan Qu <yuanqu@microsoft.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> * Prepare azure-ai-agentserver-core 2.2.0b1 release (#48826) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix issue with filtering (#48884) * Code review feedback. * Code review feedback. * Add fix to skip marking management plane SDKs released. * Update otel dependencies (#48834) * Update otel dependencies * Bump min exporter version * Add shell toolbox sample (#48870) * feat: Enhance Agent Insights with content moderation and shell toolbox support - Added content-safety moderation support for custom request, response, and streaming invocation body formats. - Introduced `external_web_access` property to `WebSearchTool` and `WebSearchToolboxTool` for controlling internet access. - Implemented new `RaiInvocationModeration`, `RaiInvocationContentType`, and `RaiInvocationMode` models for enhanced invocation control. - Updated `BetaAgentInsightMonitorsOperations` to include an optional `operation_id` for idempotent retries. - Added sample demonstrating the use of a shell tool in a toolbox with a Prompt Agent. - Fixed Responses API instrumentation for streaming calls. - Updated changelog and API metadata for version 2.6.0. * fix: Update asset tag to reflect the latest version in assets.json * fix: Update agents header value to include ModelRouterControls in tests * fix: Update asset tag to reflect the latest version in assets.json * fix: Remove Foundry-Features header from toolbox creation * Update all eval models to GPT-5.4 (#48891) Co-authored-by: helen229 <gaoh@microsoft.com> --------- Co-authored-by: Rabah B <134166186+RabsB@users.noreply.github.com> Co-authored-by: Rabah B <rboubchir+microsoft@microsoft.com> Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Co-authored-by: azure-sdk-automation[bot] <191533747+azure-sdk-automation[bot]@users.noreply.github.com> Co-authored-by: azure-sdk <azuresdk@microsoft.com> Co-authored-by: Radhika Gupta <guptaradhika@microsoft.com> Co-authored-by: Matthew Boentoro <mattboentoro@yahoo.com> Co-authored-by: Matthew Boentoro <mboentoro@microsoft.com> Co-authored-by: Nathandrake229 <39689729+Nathandrake229@users.noreply.github.com> Co-authored-by: Naman Tyagi <namantyagi@microsoft.com> Co-authored-by: Libba Lawrence <llawrence@microsoft.com> Co-authored-by: efrainretana <141282336+efrainretana@users.noreply.github.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Ankit Singhal <30610298+singankit@users.noreply.github.com> Co-authored-by: Travis Prescott <trpresco@microsoft.com> Co-authored-by: ChenxiJiang333 <v-chenjiang@microsoft.com> Co-authored-by: ChenxiJiang333 <119990644+ChenxiJiang333@users.noreply.github.com> Co-authored-by: helen229 <gaoh@microsoft.com> Co-authored-by: Travis Prescott <tjprescott@users.noreply.github.com> Co-authored-by: jenny <63012604+JennyPng@users.noreply.github.com> Co-authored-by: Mohamed Hessien <mohessie@microsoft.com> Co-authored-by: M-Hietala <78813398+M-Hietala@users.noreply.github.com> Co-authored-by: Simon Moreno <30335873+simorenoh@users.noreply.github.com> Co-authored-by: Dan Fiedler <151573964+danfiedler-msft@users.noreply.github.com> Co-authored-by: FumingZhang <81607949+FumingZhang@users.noreply.github.com> Co-authored-by: Mike Harder <mharder@microsoft.com> Co-authored-by: Sydney Lister <103153180+slister1001@users.noreply.github.com> Co-authored-by: Ray Chen <raychen@microsoft.com> Co-authored-by: Darren Cohen <39422044+dargilco@users.noreply.github.com> Co-authored-by: mikeharder <9459391+mikeharder@users.noreply.github.com> Co-authored-by: Yuchao Yan <yuchaoyan@microsoft.com> Co-authored-by: Chakradhar886 <v-cchakradha@microsoft.com> Co-authored-by: knit <knitvoger@gmail.com> Co-authored-by: Jin-Wu <wujin@microsoft.com> Co-authored-by: saanikaguptamicrosoft <gsaanika@gmail.com> Co-authored-by: Evan Waldmann <Waldmannevan@gmail.com> Co-authored-by: Evan Waldmann (from Dev Box) <evanwaldmann@microsoft.com> Co-authored-by: Matthew Metcalf <mrm9084@gmail.com> Co-authored-by: Yuan Qu <yuanqu@microsoft.com> Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> Co-authored-by: Shiva S <shivakishore14@gmail.com> Copilot-Session: 479d3ec4-1f89-49b1-bf00-5cecaf3c98b7 Copilot-Session: 6d678f27-b33c-41af-b188-c852375a8762 Copilot-Session: e079040f-c7f0-4ce9-ace2-24de36265fd7 Copilot-Session: c896e16a-4a37-45eb-9f29-3b5d0cf3375b Copilot-Session: 2e3615d9-62b8-4494-a517-9932780acb81 * Update public methods documentation to reflect new methods and change… (#48950) * Update public methods documentation to reflect new methods and changes in AIProjectClient - Increased total unique public methods from 157 to 197 - Added new stable and beta methods for `beta.agent_endpoint_conversations`, `beta.agent_telephony`, and `beta.agents` - Updated methods count for existing sub-clients - Included new methods in the alphabetical listing for better accessibility * Add new skills and operations for voice agent features in azure-ai-projects - Introduced `azure-ai-projects-model-reference-graph` skill for generating model reference graphs. - Updated README with new skill details. - Added operations for `BetaAgentEndpointConversations`, `BetaAgentTelephony`, and `BetaVoiceAgentWebSocket`. - Enhanced feature headers in `_patch.py` files to include voice agent options. - Updated tests to reflect new agent features and ensure proper mappings. * Add model reference graph generation and analysis scripts; remove FindUnusedModels.ps1 * Update asset tags and commit references in configuration files * feat: Add GitHub Copilot support and invoke latest toolbox MCP functionality - Updated VoiceAgentToolChoice to include new tool choices. - Introduced invoke_latest_toolbox_mcp method in ToolboxesOperations for invoking the latest toolbox version through MCP. - Added new models for GitHub Copilot harness and toolset configurations. - Enhanced ToolboxObject to include updated_at timestamp and versions. - Updated public methods documentation to reflect the addition of invoke_latest_toolbox_mcp method. * Refactor header construction in telephony binding requests to simplify ETag handling - Updated the logic for setting the "If-Match" header in multiple request building functions. - Removed the use of `prep_if_match` and directly assigned the ETag value to the header if it is not None. - Ensured consistent handling of the "If-Match" header across the following functions: - build_beta_agents_update_telephony_binding_request - build_beta_agents_delete_telephony_binding_request - build_beta_agents_replace_telephony_transfer_targets_request - build_beta_agent_telephony_cancel_call_job_request * Update asset tag in assets.json and modify seed scenario generation in sample_synthetic_multiturn_evaluation.py * feat: Add additional terms to cspell configuration for improved spell checking * fix: Remove duplicate VoiceAgentToolChoice alias and invalid overload stubs in generated code * fix: Update session types and improve async method tracing in AI project operations * fix doc gen * Fix pylint * re-emit * fix recording * revert * Refactor beta operations and update public methods (#49003) * Refactor beta operations and update public methods - Removed deprecated operations: BetaAgentEndpointConversationsOperations and BetaAgentTelephonyOperations. - Introduced new operations for voice agents: BetaVoiceAgentsConversationsOperations, BetaVoiceAgentsOperations, BetaVoiceAgentsRealtimeOperations, and BetaVoiceAgentsTelephonyOperations. - Updated public methods documentation to reflect the removal and addition of operations, resulting in a total of 197 unique public methods. - Adjusted expected Foundry features in tests to align with the new operations structure. - Updated tsp-location.yaml to point to the latest commit in the Azure REST API specs repository. * Add Foundry-Features header support for nested voice-agent operations * Add GeneratePublicMethodsDoc.ps1 script and update public methods documentation * Refactor Azure AI Projects SDK: Remove Realtime Voice Agent Operations and Update Models (#49023) - Removed BetaVoiceAgentsRealtimeOperations from the SDK, including its references in operations and models. - Updated model imports and exports to reflect the removal of BrowserAutomationTool and BrowserAutomationToolboxTool. - Renamed VoiceAudioItemResponse to VoiceAudioItem and VoiceGeneratedAudioItemResponse to VoiceGeneratedAudioItem for consistency. - Adjusted TelephonyOutboundRetryPolicy references to remove response types and ensure correct model usage. - Updated documentation to remove references to the removed realtime operations. - Updated tsp-location.yaml to reflect the latest commit in the Azure REST API specs repository. * Release * New emitter hasn't released to fix etag emitting. This postscript d… (#49032) * New emitter hasn't released to fix etag emitting. This postscript doing the exact what should happen. * Fix MatchConditions import and enhance LLM instructions validation tests * Update public methods documentation and tsp-location.yaml commit reference (#49048) - Reduced the total number of unique public methods from 197 to 187 in the documentation. - Updated the beta methods count for `beta.voice_agents.telephony` from 24 to 14. - Removed deprecated methods from the beta.voice_agents.telephony section. - Changed the commit reference in tsp-location.yaml to a new commit. * [azure-ai-projects] Add Voice Agents realtime client, samples, and tests aligned with .beta structure (#48965) * Add Voice Agents realtime client, samples, and tests aligned with .beta structure feature/azure-ai-projects/vnext already has the generated Voice Agents surface (.beta.agent_endpoint_conversations, .beta.agent_telephony, .beta.agents telephony binding/call/generate methods, .beta.voice_agent_web_socket) via PR #48950. This change adds the missing hand-written realtime WebSocket client and the surrounding samples/tests/docs to make Voice Agents a complete, usable feature, all under the .beta naming convention: - azure/ai/projects/_realtime.py and aio/_realtime.py: hand-written realtime WebSocket client (Realtime/AsyncRealtime, RealtimeConnection(Manager)), exposed as client.beta.realtime / async_client.beta.realtime via a new property on BetaOperations. Exported from azure.ai.projects.operations / azure.ai.projects.aio.operations (not the top-level package), matching how other .beta-only classes are exported. - 11 samples under samples/agents/voice/: CRUD lifecycle, guided generation, versioning, tools, live text/audio conversations, function-tool calling, and reading back persisted conversations/audio. - 14 test files under tests/agents/ and tests/foundry_features_header/: CRUD, telephony, telephony campaigns, conversations, realtime client (mocked + live), and telephony protocol tests. - Supporting test infra: conftest.py Foundry-Features/Accept sanitizers, test_base.py foundry_voice_model_name, and a NON_OPERATION_BETA_ATTRIBUTES exclusion in the generic .beta header-injection test (realtime is a hand-written WebSocket entry point, not a generated REST operation, so it can't be exercised by that generic mechanism -- it has its own dedicated header test in test_realtime_client.py). - PostEmitter.ps1: regression guard so a future tsp-client update can't silently overwrite _realtime.py's SDK client-identification fix (PR #48848) without failing the emit step. - pyproject.toml: optional ealtime extra (websockets / aiohttp). - CHANGELOG.md, README.md, .env.template, dev_requirements.txt updated. Renames applied while porting (vnext's TypeSpec commit is newer than the source branch this was ported from, and renamed several methods beyond just .beta nesting -- verified against vnext's own generated code and docs/public-methods.md): - agent_endpoint_conversations: dropped the "agent_conversation" infix and renamed *_content methods to download_* (e.g. get_agent_conversation_item -> get_item, get_agent_conversation_item_audio_content -> download_item_audio). - agent_telephony: dropped the redundant "telephony_" infix (e.g. create_telephony_call_job -> create_call_job, begin_validate_telephony_campaign -> begin_validate_campaign). - agents.generate_agent -> agents.generate, and telephony binding/call methods moved from top-level client.agents to client.beta.agents. Validated: black/pylint/mypy/pyright all clean. Full test suite: 219 passed/74 skipped/0 failed outside voice; voice+header suite 732 passed/49 skipped/8 failed (all 8 are brand-new tests with no recording yet, not a regression). Live-tested all 11 samples end-to-end against a real Foundry project with a real gpt-realtime deployment: real HTTP status codes, real multi-turn realtime conversations with byte-accurate audio sizing, real function-tool invocation, and real conversation/audio persistence+readback. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review feedback and generate voice-agent test recordings Review feedback fixes: - CSpell: add "redef" to sdk/ai/cspell.yaml (fixes CI failure on the type: ignore[no-redef] comment in sample_voice_agent_live_audio_conversation_async.py). - PostEmitter.ps1: remove the _realtime.py regression guard -- verified empirically (ran a real tsp-client update against the pinned commit; the hand-written files came back byte-identical) that tsp-client update does not touch files it doesn't generate, so the guard was unnecessary. - pyproject.toml: rename the "realtime" optional-dependency extra to "voice" (matches how it'll be documented for voice agents); update the 2 samples that referenced [realtime] to [voice]. - Samples: pin azure-ai-projects>=2.7.0 (drop the b1/--pre prerelease pins -- this package no longer ships beta releases) across all 11 voice samples; use the [voice] extra instead of manually listing aiohttp in the 2 samples that need it. - _realtime.py / aio/_realtime.py: - Remove the foundry_features parameter from RealtimeConnectionManager/Realtime.connect/AsyncRealtime.connect -- the realtime route is voice-agent-specific, so the header value is always the same and callers should not need (or be able) to override it. The value is now a hardcoded module constant. - Fix structured_inputs' type: it was Optional[str], silently requiring callers to pre-serialize their own JSON string with no documentation of the expected shape. Retyped to Optional[Mapping[str, Any]], matching the analogous generated model field (CreateTelephonyCallJobRequest.structured_inputs: dict[str, any]), and now serialized internally via SdkJSONEncoder. - Updated test_realtime_client.py/_async.py's _make_manager() helpers to match (foundry_features removed; the header-value assertions still pass since it's now a module constant rather than a per-call override). Test recordings: - Generated live recordings for the 8 new voice-agent tests that had none yet (test_voice_agent_crud(_async).py x6, test_read_conversation(_async) x2), against a real Foundry project with a real gpt-realtime deployment. Verified sanitization (endpoint/auth stripped) and re-verified end-to-end in playback mode after a fresh assets restore from the new tag. - Pushed the new recordings to Azure/azure-sdk-assets (tag python/ai/azure-ai-projects_59c7584f68) via the GitHub Git Data REST API, since a direct git push to that repo hangs in this environment; updated assets.json accordingly. Validated: black/pylint/mypy clean; full existing test suite unaffected (740 passed, 49 skipped, 0 failed, up from 732 passed/8 failed). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix realtime client wire-contract and sample bugs; simplify voice-agent samples to use create_version directly - _realtime.py / aio/_realtime.py: send structured_inputs as the documented structured_input query parameter instead of a custom header; distinguish graceful WebSocket closure from abnormal closure/transport errors so `for event in conn:` no longer silently swallows real failures. - sample_voice_agent_live_audio_conversation_async.py: always clear buffered local playback audio on barge-in, independent of whether a server response is still active. - sample_voice_agent_live_text_conversation.py / _async.py: drain a cancelled response's terminal event (correlated by response id) before starting the next turn, so a late completion can't be mistaken for the next reply. - test_voice_agent_conversations.py / _async.py: require at least one successful per-item audio retrieval instead of tolerating an all-404 run. - test_realtime_client.py / _async.py: add regression tests for the structured_input query parameter and the graceful-vs-abnormal closure distinction. - sample_voice_agent_live_audio_conversation_async.py, sample_voice_agent_live_text_conversation.py, sample_voice_agent_live_text_conversation_async.py: replace the generate()-then-patch-store two-step pattern with a single direct VoiceAgentDefinition(..., store=True) + create_version() call, matching sample_voice_agent_basic.py. Live-tested all three end-to-end. - GeneratePublicMethods.ps1 / docs/public-methods.md / api.md / api.metadata.yml: fix the generator to recognize the hand-written beta.realtime sub-client (a plain property, not a generated *Operations group) and regenerate. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix pylint line-too-long in VoiceConversationStatus docstring A parallel merge from feature/azure-ai-projects/vnext brought in a docstring bullet-list join fix (for a Sphinx warning) that pushed one line over pylint's 120-char limit. Re-wrap with correct RST continuation indentation; verified clean with docutils (no Sphinx warnings) and pylint (10.00/10). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix stale realtime docstrings and reformat telephony tests with black - Realtime/AsyncRealtime and their _ConfigProvider docstrings incorrectly said they could be constructed from either the top-level client or .beta.voice_agents; in practice only BetaVoiceAgentsOperations ever constructs them. Corrected the docstrings/type hints to match. - Reformatted 4 telephony test files with black (eng/black-pyproject.toml) after the longer beta.voice_agents.telephony identifier pushed some lines past 120 chars. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add Beta prefix to hand-written realtime classes for naming consistency Renames the 6 hand-written voice-agent realtime classes to align with the generated Beta<Group>Operations naming convention used throughout the rest of the .beta.voice_agents.* hierarchy (BetaVoiceAgentsOperations, BetaVoiceAgentsConversationsOperations, BetaVoiceAgentsTelephonyOperations): - Realtime -> BetaRealtime - RealtimeConnection -> BetaRealtimeConnection - RealtimeConnectionManager -> BetaRealtimeConnectionManager - AsyncRealtime -> AsyncBetaRealtime - AsyncRealtimeConnection -> AsyncBetaRealtimeConnection - AsyncRealtimeConnectionManager -> AsyncBetaRealtimeConnectionManager Updated everywhere these are referenced: class definitions and __all__ in _realtime.py/aio/_realtime.py, imports/type-hints/__all__ in operations/_patch.py and its async twin, the hand-written-subclient detection set in docs/GeneratePublicMethodsDoc.ps1, samples that import/type-hint the connection classes, the realtime unit test suites, a docstring comment in foundry_features_header_test_base.py, and CHANGELOG.md. Regenerated docs/public-methods.md and api.md/api.metadata.yml to match. Generated model files (_enums.py/_models.py) were left untouched -- their "Realtime" mentions are generic OpenAI Realtime API prose, not references to these classes. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add logging for WebSocket events in realtime connection classes (#49022) * Skip agent_insights samples in test_samples.py until recordings exist Both sample_agent_insights_on_demand and sample_agent_insights_scheduled fail CI on every platform (macOS, Windows, Ubuntu 3.10/3.13/3.14) with a 404 for a missing recording file. The recording was never pushed to the assets repo for these samples (added in #48889); confirmed missing on our tag, vnext's tag, and main's tag. Live-recording them isn't viable here since they need a connected Application Insights resource with Privileged Monitoring Data Reader access, which isn't configured in this environment. Follows the existing samples_to_skip pattern already used above for sample_external_agents_crud.py. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Make conversation id optional in voice conversation-reading samples Address PR review feedback: FOUNDRY_VOICE_CONVERSATION_ID (and FOUNDRY_VOICE_AGENT_NAME) are now optional in sample_voice_agent_read_conversation.py and sample_voice_agent_read_conversation_audio.py. When unset, each sample creates a temporary voice agent, holds one short realtime text turn via the new hold_sample_conversation() helper to produce a real persisted conversation, reads it back, then deletes the agent. Passing an explicit agent name preserves the original read-only behavior against an existing agent/conversation and leaves that agent untouched. Adds samples/agents/voice/voice_sample_util.py with the shared hold_sample_conversation() helper, which also polls until the conversation finishes finalizing (not just until response.done) before returning its id -- otherwise a caller reading it back immediately could see an incomplete transcript. Also fixes sample_voice_agent_read_conversation_audio.py's read_merged_recording() to handle a 404 locally (no merged recording available) instead of letting it abort the whole sample before the per-item audio demo runs. Live-verified against the real service: zero-config path (auto-create, read, delete) and explicit agent name/conversation id path (read an existing conversation, no side effects) both confirmed for each sample. black/pylint/mypy clean. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Sync hand-written telephony tests/changelog with vnext merge The latest merge from vnext (feature/azure-ai-projects/vnext) brought in two changes that our own dormant test files and CHANGELOG needed to catch up with: - PR #49032: proper MatchConditions/etag handling (prep_if_match, prep_if_none_match, quote_etag) for update_binding/delete_binding/ replace_transfer_targets/cancel_call_job. - PR #49048: removed the entire telephony campaign feature from the generated SDK (create_campaign, get_campaign, begin_import_campaign_recipients, begin_validate_campaign, begin_publish_campaign, pause/resume/cancel_campaign, get_operation, and their models/enums) as "deprecated" - this matches the campaign bugs found during E2E testing (import always failing server-side, malformed Operation-Location header). Changes: - Replace MatchConditions.Unconditionally with MatchConditions.IfPresent in test_voice_agent_telephony.py/_async.py (Unconditionally does not map to If-Match: * under the new prep_if_match logic and would 400; verified live against the real service that IfPresent correctly reaches the 404 path). Also fix an accompanying malformed fake binding ID. - Delete test_voice_agent_telephony_campaign.py/_async.py (all tests targeted now-removed campaign methods) and add test_voice_agent_telephony_call_job.py/ _async.py keeping only the still-valid call-job not-found test, using etag="0" (a well-formed revision) since cancel_call_job's etag is a numeric revision that rejects If-Match: *. - Remove campaign entries from the foundry_features_header protocol tests. - Update CHANGELOG.md to drop campaign mentions from the unreleased entry. All touched tests are pytest.mark.skip'd already (no un-skip, no recordings needed/affected). Full tests/agents/ + tests/foundry_features_header/ suite: 675 passed, 45 skipped. mypy/pylint/black clean. --------- Co-authored-by: Xiting Zhang <xitzhang@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Howie Leung <howieleung@microsoft.com> * Update CHANGELOG for release 2.7.0, adding new features, breaking changes, and sample updates * Refactor sample_voice_agent_generate.py documentation for clarity and conciseness * Fix date format in CHANGELOG and update sample_voice_agent_basic.py documentation for clarity * Refactor constructors in BetaRealtime and AsyncBetaRealtime to accept variable arguments and update metadata for version 2.7.0 * Address Copilot review feedback on voice-agent samples/tests - Ignore sample_voice_agent_live_text_conversation.py/_async.py in azpysdk's recursive samples check (both eng/tools/azure-sdk-tools/azpysdk/samples.py and scripts/devops_tasks/test_run_samples.py): the interactive input() loop has no timeout/ignore entry, so an automated run can block indefinitely or raise EOFError. - Add a new test_agent_voice_samples group in tests/samples/test_samples.py covering samples/agents/voice/, which was previously undiscovered since get_sample_paths only lists files directly under samples/agents. The 4 pure-HTTP samples (basic, generate, versions, with_tools) are now live recorded and run for real; the 4 WebSocket-based ones (live_text_conversation, live_function_tool, read_conversation, read_conversation_audio) stay skipped since they can't be captured/replayed by the test proxy. New recordings pushed to azure-sdk-assets and assets.json updated to the new tag. - sample_voice_agent_generate.py: wrap the post-create output in try/finally so the agent is always deleted even if reading/printing the generated definition raises. - sample_voice_agent_read_conversation.py / _audio.py: require FOUNDRY_VOICE_AGENT_NAME and FOUNDRY_VOICE_CONVERSATION_ID to be set together or both left unset, instead of treating them independently (which could mutate a user-owned agent without cleanup, or silently pair a conversation id with the wrong default agent). * Use delete_version instead of delete for temp agent cleanup Per Howie's PR review suggestion: since the temp agent this sample creates always has exactly one version, capture create_version's return value and clean up with agents.delete_version(agent_name, agent_version) instead of agents.delete(agent_name). Functionally equivalent in the normal case (deleting an agent's last version also removes the agent, verified live), but more surgical/consistent with the versioned-resource model. Live-tested end-to-end for both samples' zero-config path: create temp agent, hold conversation, read back (transcript / audio), clean up via delete_version, confirmed agent fully removed afterward. black/pylint clean. * Support agent-name-only mode in read-conversation samples Relax the env-var validation from "both or neither" to "conversation_id requires agent_name" (one-directional), so pointing FOUNDRY_VOICE_AGENT_NAME at your own existing agent without a conversation_id is now supported: the sample holds a new conversation against it instead of erroring out. Only call create_version (and only clean up via delete_version afterward) when the agent is auto-created by this sample; an explicitly named agent is assumed to already exist and is used as-is, never modified or deleted. hold_sample_conversation already raises a clear error if it isn't actually configured with store=True. Live-verified all 4 combinations for both samples: neither set (auto-create + cleanup), agent-only (new conversation on existing agent, left unmodified, not deleted), conversation-id-only (blocked with a clear ValueError), and both set (unchanged, fully manual). black/pylint clean. * Revert "Support agent-name-only mode in read-conversation samples" This reverts commit 805ef8815e0aed587da6905a84b48665e5a64744. * Revert "Use delete_version instead of delete for temp agent cleanup" This reverts commit f81b04c7bda57a03dfe47d80c736f325b3bd2e60. * Revert "Address Copilot review feedback on voice-agent samples/tests" This reverts commit a8942e0cad1b9d46a118de379e7407a388c9d772. * Update CrossLanguageVersion and fix import statement in _operations.py; improve documentation formatting in _enums.py; update commit reference in tsp-location.yaml * Address Copilot review feedback on voice-agent samples/tests (#49065) * Address Copilot review feedback on voice-agent samples/tests - Ignore sample_voice_agent_live_text_conversation.py/_async.py in azpysdk's recursive samples check (both eng/tools/azure-sdk-tools/azpysdk/samples.py and scripts/devops_tasks/test_run_samples.py): the interactive input() loop has no timeout/ignore entry, so an automated run can block indefinitely or raise EOFError. - Add a new test_agent_voice_samples group in tests/samples/test_samples.py covering samples/agents/voice/, which was previously undiscovered since get_sample_paths only lists files directly under samples/agents. The 4 pure-HTTP samples (basic, generate, versions, with_tools) are now live recorded and run for real; the 4 WebSocket-based ones (live_text_conversation, live_function_tool, read_conversation, read_conversation_audio) stay skipped since they can't be captured/replayed by the test proxy. New recordings pushed to azure-sdk-assets and assets.json updated to the new tag. - sample_voice_agent_generate.py: wrap the post-create output in try/finally so the agent is always deleted even if reading/printing the generated definition raises. - sample_voice_agent_read_conversation.py / _audio.py: require FOUNDRY_VOICE_AGENT_NAME and FOUNDRY_VOICE_CONVERSATION_ID to be set together or both left unset, instead of treating them independently (which could mutate a user-owned agent without cleanup, or silently pair a conversation id with the wrong default agent). * Use delete_version instead of delete for temp agent cleanup Per Howie's PR review suggestion: since the temp agent this sample creates always has exactly one version, capture create_version's return value and clean up with agents.delete_version(agent_name, agent_version) instead of agents.delete(agent_name). Functionally equivalent in the normal case (deleting an agent's last version also removes the agent, verified live), but more surgical/consistent with the versioned-resource model. Live-tested end-to-end for both samples' zero-config path: create temp agent, hold conversation, read back (transcript / audio), clean up via delete_version, confirmed agent fully removed afterward. black/pylint clean. * Refactor constructors in BetaRealtime and AsyncBetaRealtime to accept variable arguments and update metadata for version 2.7.0 * Support agent-name-only mode in read-conversation samples Relax the env-var validation from "both or neither" to "conversation_id requires agent_name" (one-directional), so pointing FOUNDRY_VOICE_AGENT_NAME at your own existing agent without a conversation_id is now supported: the sample holds a new conversation against it instead of erroring out. Only call create_version (and only clean up via delete_version afterward) when the agent is auto-created by this sample; an explicitly named agent is assumed to already exist and is used as-is, never modified or deleted. hold_sample_conversation already raises a clear error if it isn't actually configured with store=True. Live-verified all 4 combinations for both samples: neither set (auto-create + cleanup), agent-only (new conversation on existing agent, left unmodified, not deleted), conversation-id-only (blocked with a clear ValueError), and both set (unchanged, fully manual). black/pylint clean. * Address Copilot review feedback on voice-agent samples/tests - Ignore sample_voice_agent_live_text_conversation.py/_async.py in azpysdk's recursive samples check (both eng/tools/azure-sdk-tools/azpysdk/samples.py and scripts/devops_tasks/test_run_samples.py): the interactive input() loop has no timeout/ignore entry, so an automated run can block indefinitely or raise EOFError. - Add a new test_agent_voice_samples group in tests/samples/test_samples.py covering samples/agents/voice/, which was previously undiscovered since get_sample_paths only lists files directly under samples/agents. The 4 pure-HTTP samples (basic, generate, versions, with_tools) are now live recorded and run for real; the 4 WebSocket-based ones (live_text_conversation, live_function_tool, read_conversation, read_conversation_audio) stay skipped since they can't be captured/replayed by the test proxy. New recordings pushed to azure-sdk-assets and assets.json updated to the new tag. - sample_voice_agent_generate.py: wrap the post-create output in try/finally so the agent is always deleted even if reading/printing the generated definition raises. - sample_voice_agent_read_conversation.py / _audio.py: require FOUNDRY_VOICE_AGENT_NAME and FOUNDRY_VOICE_CONVERSATION_ID to be set together or both left unset, instead of treating them independently (which could mutate a user-owned agent without cleanup, or silently pair a conversation id with the wrong default agent). * Use delete_version instead of delete for temp agent cleanup Per Howie's PR review suggestion: since the temp agent this sample creates always has exactly one version, capture create_version…

Prepare azure-ai-agentserver-core 2.2.0b1 release

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Update release date to 2026-09-03

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Prepare azure-ai-agentserver-core 2.2.0b1 release - #48826

Prepare azure-ai-agentserver-core 2.2.0b1 release#48826
Shiva S (Shivakishore14) merged 2 commits into
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Shivakishore14:sshiva/release-agentserver-core-2.2.0b1

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