The Azure SDK team is pleased to announce our June 2025 client library releases.

54 packages released this month.

Stable Packages (13)

  • AI Agents

  • AI Evaluation

  • Communication Call Automation

  • Event Grid

  • Health Deidentification

  • Health Insights Radiology Insights

  • Identity

  • Resource Management - Chaos

  • Resource Management - Container Service

  • Resource Management - Network

  • Resource Management - Recovery Services

  • Resource Management - Resources

  • Resource Management - Storage

Patch Updates (5)

  • AI Agents

  • Azure Monitor OpenTelemetry

  • Machine Learning

  • Resource Management - App Platform

  • Resource Management - Media Services

Beta Packages (29)

  • AI Agents

  • AI Projects

  • Azure AI Search

  • Communication Phone Numbers

  • Cosmos DB

  • OpenTelemetry Exporter

  • Resource Management - Cognitive Services

  • Resource Management - Confidential Ledger

  • Resource Management - Container Registry

  • Resource Management - Kubernetesconfiguration-Extensions

  • Resource Management - Kubernetesconfiguration-Extensiontypes

  • Resource Management - Kubernetesconfiguration-Fluxconfigurations

  • Resource Management - Mongodbatlas

  • Resource Management - NetApp Files

  • Resource Management - Onlineexperimentation

  • Resource Management - Planetarycomputer

  • Resource Management - PostgreSQL Flexible Servers

  • Resource Management - Purestorageblock

  • Resource Management - Resource-Deploymentscripts

  • Resource Management - Resource-Deploymentstacks

  • Resource Management - Resource-Templatespecs

  • Resource Management - Secretsstoreextension

  • Resource Management - Service Networking

  • Resource Management - Sitemanager

  • Storage - Blobs

  • Storage - Files Data Lake

  • Storage - Files Share

  • Storage - Queues

  • unknown

Release highlights

AI Agents 1.0.0b2 Changelog

Breaking Changes

  • Rename get_last_text_message_by_role to get_last_message_text_by_role.

AI Agents 1.0.0b3 Changelog

Features Added

  • Internal updates based on TypeSpec finalization.

AI Agents 1.0.0 Changelog

Features Added

  • First stable release of Azure AI Agents client library.

AI Agents 1.1.0b1 Changelog

Features Added

  • API version is changed to 2025-05-15-preview.
  • Add FabricTool, SharepointTool, and BingCustomSearchTool classes along with samples.

Bugs Fixed

  • Adding instrumentation for create_thread_and_run

AI Agents 1.1.0b2 Changelog

Bugs Fixed

  • asyncio.gather is used to make function tool calls in parallel for async scenario.
  • Adding instrumentation for create_thread_and_run.
  • Fixed a tracing related bug that caused process_thread_run span to not appear when streaming is used without event handler.

AI Agents 1.0.1 Changelog

Bugs Fixed

  • asyncio.gather is used to make function tool calls in parallel for async scenario.
  • Adding instrumentation for create_thread_and_run.
  • Fixed a tracing related bug that caused process_thread_run span to not appear when streaming is used without event handler.

AI Evaluation 1.7.0 Changelog

Bugs Fixed

  • azure-ai-evaluation failed with module not found #40992

AI Evaluation 1.8.0 Changelog

Bugs Fixed

  • AdversarialSimulator in ADVERSARIAL_CONVERSATION mode was broken. It is now fixed.

Features Added

  • Introduces AttackStrategy.MultiTurn and AttackStrategy.Crescendo to RedTeam. These strategies attack the target of a RedTeam scan over the course of multi-turn conversations.

AI Projects 1.0.0b11 Changelog

Features added

  • .deployments methods to enumerate AI models deployed to your AI Foundry Project.
  • .datasets methods to upload documents and reference them. To be used with Evaluations.
  • .indexes methods to handle your Search Indexes.

Breaking changes

  • Azure AI Foundry Project endpoint is now required to construct the AIProjectClient. It has the form https://<your-ai-services-account-name>.services.ai.azure.com/api/projects/<your-project-name>. Find it in your AI Foundry Project Overview page. The factory method from_connection_string was removed.
  • Agents are now implemented in a separate package azure-ai-agents. Continue using the “.agents” operations on the AIProjectsClient to create, run and delete agents, as before. However there have been some breaking changes in these operations. See Agents package document and samples for more details.
  • Several changes to the .connections methods, including the response object (now simply called Connection)
  • The method .inference.get_azure_openai_client() now supports returning an authenticated AzureOpenAI client to be used with AI models deployed to the Project’s AI Services. This is in addition to the existing option to get an AzureOpenAI client for one of the connected Azure OpenAI services.
  • Import PromptTemplate from azure.ai.projects instead of azure.ai.projects.prompts.
  • The class ConnectionProperties was renamed to Connection, and its properties have changed.
  • The method .to_evaluator_model_config on ConnectionProperties is no longer required and does not have an equivalent method on Connection. When constructing the EvaluatorConfiguration class, the init_params element now requires deployment_name instead of model_config.
  • The method upload_file on AIProjectClient had been removed, use datasets.upload_file instead.
  • Evaluator Ids are available using the Enum EvaluatorIds and no longer require azure-ai-evaluation package to be installed.
  • Property scope on AIProjectClient is removed, use AI Foundry Project endpoint instead.
  • Property id on Evaluation is replaced with name.

Azure AI Search 11.6.0b12 Changelog

Bugs Fixed

  • Fixed the issue batching in upload_documents() did not work. #40157

Features Added

  • Added azure.search.documents.agent.KnowledgeAgentRetrievalClient.
  • Added knowledge agents operations in SearchIndexClient.
  • Added resync method in SearchIndexerClient.
  • Exposed @search.reranker_boosted_score in the search results.
  • Added x_ms_query_source_authorization as a keyword argument to SearchClient.search.
  • Added property azure.search.documents.indexes.models.SearchField.permission_filter.
  • Added property azure.search.documents.indexes.models.SearchIndex.permission_filter_option.

  • Added property azure.search.documents.indexes.models.SearchIndexerDataSourceConnection.indexer_permission_options.

  • Added new models:
  • azure.search.documents.models.QueryResultDocumentInnerHit
  • azure.search.documents.indexes.models.ChatCompletionExtraParametersBehavior
  • azure.search.documents.indexes.models.ChatCompletionResponseFormat
  • azure.search.documents.indexes.models.ChatCompletionResponseFormatType
  • azure.search.documents.indexes.models.ChatCompletionResponseFormatJsonSchemaProperties
  • azure.search.documents.indexes.models.ChatCompletionSchema
  • azure.search.documents.indexes.models.ChatCompletionSkill
  • azure.search.documents.indexes.models.CommonModelParameters
  • azure.search.documents.indexes.models.DocumentIntelligenceLayoutSkillChunkingProperties
  • azure.search.documents.indexes.models.DocumentIntelligenceLayoutSkillChunkingUnit
  • azure.search.documents.indexes.models.DocumentIntelligenceLayoutSkillExtractionOptions
  • azure.search.documents.indexes.models.DocumentIntelligenceLayoutSkillOutputFormat
  • azure.search.documents.indexes.models.IndexerPermissionOption
  • azure.search.documents.indexes.models.IndexerResyncOption
  • azure.search.documents.indexes.models.KnowledgeAgent
  • azure.search.documents.indexes.models.KnowledgeAgentAzureOpenAIModel
  • azure.search.documents.indexes.models.KnowledgeAgentModel
  • azure.search.documents.indexes.models.KnowledgeAgentModelKind
  • azure.search.documents.indexes.models.KnowledgeAgentRequestLimits
  • azure.search.documents.indexes.models.KnowledgeAgentTargetIndex
  • azure.search.documents.indexes.models.PermissionFilter
  • azure.search.documents.indexes.models.RankingOrder
  • azure.search.documents.indexes.models.SearchIndexPermissionFilterOption

Azure Monitor OpenTelemetry 1.6.9 Changelog

Features Added

  • Enable Azure AI Agents instrumentation for azure-ai-agents (#40866)

Azure Monitor OpenTelemetry 1.6.10 Changelog

Features Added

  • Enabled diagnostics for AKS Attach (#40988)

Communication Call Automation 1.4.0 Changelog

Features Added

  • Real-time transcription support
  • Audio and DTMF streaming capabilities
  • Integration of ConnectAPI for seamless streaming and transcription
  • Improved media streaming with bidirectional functionality, allowing audio formats in both directions, currently supporting sample rates of 24kHz and 16kHz
  • Support for custom speech models has been integrated into transcription
  • A confidence level for recognized speech has been introduced, ranging from 0.0 to 1.0 when available

Communication Phone Numbers 1.3.0b1 Changelog

Features Added

  • Adds support for the Browse Available Phone Numbers and Reservations APIs.
  • This adds an alternate way to search and purchase phone numbers that allows customers to select which phone numbers they want to reserve and purchase.
  • Adds support for automated purchases of phone numbers from countries requiring a Do Not Resell agreement.
  • For more information, refer to: https://learn.microsoft.com/azure/communication-services/concepts/numbers/sub-eligibility-number-capability
  • API version 2025-04-01 is the default.

Cosmos DB 4.12.0b1 Changelog

Features Added

  • Added ability to use weighted RRF (Reciprocal Rank Fusion) for Hybrid full text search queries. See PR 40899.

Bugs Fixed

  • Fixed Diagnostics Error Log Formatting to handle error messages from non-CosmosHttpResponseExceptions. See PR 40889
  • Fixed bug where multiple_write_locations option in client was not being honored. See PR 40999.

Cosmos DB 4.13.0b1 Changelog

Features Added

  • Added ability to set a user agent suffix at the client level. See PR 40904
  • Added ability to use request level excluded_locations on metadata calls, such as getting container properties. See PR 40905
  • Per partition circuit breaker support. It can be enabled through the environment variable AZURE_COSMOS_ENABLE_CIRCUIT_BREAKER. See PR 40302.

Bugs Fixed

  • Fixed how resource tokens are parsed for metadata calls in the lifecycle of a document operation. See PR 40302.
  • Fixed issue where Query Change Feed did not return items if the container uses legacy Hash V1 Partition Keys. This also fixes issues with not being able to change feed query for Specific Partition Key Values for HPK. See PR 41270

Event Grid 4.22.0 Changelog

Features Added

  • Added new enum values to SystemEventNames related to Azure Communication Services and Azure Edge.

Health Deidentification 1.0.0 Changelog

Breaking Changes

  • Changed method names in DeidentificationClient to match functionality:
  • Changed the deidentify method name to deidentify_text.
  • Changed the begin_create_job method name to begin_deidentify_documents.
  • Renamed the property DeidentificationContent.operation to operation_type.
  • Deprecated DocumentDataType.
  • Changed the model DeidentificationDocumentDetails:
  • Renamed input to input_location.
  • Renamed output to output_location.
  • Changed the model DeidentificationJob
  • Renamed name to job_name.
  • Renamed operation to operation_type.
  • Renamed the model OperationState to OperationStatus.
  • Changed path field to location in SourceStorageLocation and TargetStorageLocation.
  • Changed outputPrefix behavior to no longer include job_name by default.
  • Deprecated path and location from TaggerResult model.

Features Added

  • Introduced DeidentificationCustomizationOptions and DeidentificationJobCustomizationOptions models.
  • Added surrogate_locale field in these models.
  • Moved redaction_format field into these models.
  • Introduced overwrite property in TargetStorageLocation model, which allows a job to overwrite existing documents in the storage location.

Health Insights Radiology Insights 1.1.0 Changelog

Features Added

  • 3 new inferences added:
  • ScoringAndAssessmentInference
  • AssessmentValueRange
  • ScoringAndAssessmentCategoryType
  • GuidanceInference
  • GuidanceOptions
  • PresentGuidanceInformation
  • GuidanceRankingType
  • QualityMeasureInference
  • QualityMeasureOptions
  • QualityMeasureType
  • QualityMeasureComplianceType
  • Added samples for scoring and assessment, Quality Measure and Guidance

Identity 1.23.0 Changelog

Features Added

  • Added AZURE_TOKEN_CREDENTIALS environment variable to DefaultAzureCredential to allow for choosing groups of credentials.
  • prod for EnvironmentCredential, WorkloadIdentityCredential, and ManagedIdentityCredential.
  • dev for SharedTokenCacheCredential, AzureCliCredential, AzurePowershellCredential, and AzureDeveloperCliCredential.

Machine Learning 1.27.1 Changelog

Bugs Fixed

  • Handled key error for missing props in PAT url case.

OpenTelemetry Exporter 1.0.0b37 Changelog

Features Added

  • Implement spec for k8s attribute logic. (#41130)

Bugs Fixed

  • Do not count Functions as App Service (#41327)

Resource Management - App Platform 10.0.1 Changelog

Resource Management - Chaos 2.0.0 Changelog

Resource Management - Cognitive Services 13.7.0b1 Changelog

Resource Management - Confidential Ledger 2.0.0b5 Changelog

Resource Management - Container Registry 14.1.0b1 Changelog

Resource Management - Container Service 36.0.0 Changelog

Resource Management - Container Service 37.0.0 Changelog

Resource Management - Kubernetesconfiguration-Extensions 1.0.0b1 Changelog

Resource Management - Kubernetesconfiguration-Extensiontypes 1.0.0b1 Changelog

Resource Management - Kubernetesconfiguration-Fluxconfigurations 1.0.0b1 Changelog

Resource Management - Media Services 10.2.1 Changelog

Resource Management - Mongodbatlas 1.0.0b1 Changelog

Resource Management - NetApp Files 14.0.0b1 Changelog

Resource Management - Network 29.0.0 Changelog

Resource Management - Onlineexperimentation 1.0.0b1 Changelog

Resource Management - Planetarycomputer 1.0.0b1 Changelog

Resource Management - PostgreSQL Flexible Servers 1.2.0b1 Changelog

Resource Management - Purestorageblock 1.0.0b1 Changelog

Resource Management - Recovery Services 3.1.0 Changelog

Resource Management - Resource-Deploymentscripts 1.0.0b1 Changelog

Resource Management - Resource-Deploymentstacks 1.0.0b1 Changelog

Resource Management - Resource-Templatespecs 1.0.0b1 Changelog

Resource Management - Resources 23.4.0 Changelog

Resource Management - Secretsstoreextension 1.0.0b1 Changelog

Resource Management - Service Networking 2.1.0b1 Changelog

Resource Management - Sitemanager 1.0.0b1 Changelog

Resource Management - Storage 23.0.0 Changelog

Storage - Blobs 12.27.0b1 Changelog

Features Added

  • Added support for service version 2025-11-05.
  • Added support for better error handling for copy operations.

Storage - Files Data Lake 12.22.0b1 Changelog

Features Added

  • Added support for service version 2025-11-05.

Storage - Files Share 12.23.0b1 Changelog

Features Added

  • Added support for service version 2025-11-05.
  • Added support for better error handling for copy operations.

Storage - Queues 12.14.0b1 Changelog

Features Added

  • Added support for service version 2025-11-05.

unknown 1.0.0b1 Changelog

Features Added

  • Initial version of OnlineExperimentationClient library.

Latest Releases

View all the latest versions of Python packages here.

Installation Instructions

To install the latest beta version of the packages, copy and paste the following commands into a terminal:

$> pip install azure-ai-agents==1.0.0b2
$> pip install azure-ai-agents==1.0.0b3
$> pip install azure-ai-agents==1.0.0
$> pip install azure-ai-agents==1.1.0b1
$> pip install azure-ai-agents==1.1.0b2
$> pip install azure-ai-agents==1.0.1
$> pip install azure-ai-evaluation==1.7.0
$> pip install azure-ai-evaluation==1.8.0
$> pip install azure-ai-ml==1.27.1
$> pip install azure-ai-projects==1.0.0b11
$> pip install azure-communication-callautomation==1.4.0
$> pip install azure-communication-phonenumbers==1.3.0b1
$> pip install azure-cosmos==4.12.0b1
$> pip install azure-cosmos==4.13.0b1
$> pip install azure-eventgrid==4.22.0
$> pip install azure-health-deidentification==1.0.0
$> pip install azure-healthinsights-radiologyinsights==1.1.0
$> pip install azure-identity==1.23.0
$> pip install azure-mgmt-appplatform==10.0.1
$> pip install azure-mgmt-chaos==2.0.0
$> pip install azure-mgmt-cognitiveservices==13.7.0b1
$> pip install azure-mgmt-confidentialledger==2.0.0b5
$> pip install azure-mgmt-containerregistry==14.1.0b1
$> pip install azure-mgmt-containerservice==36.0.0
$> pip install azure-mgmt-containerservice==37.0.0
$> pip install azure-mgmt-kubernetesconfiguration-extensions==1.0.0b1
$> pip install azure-mgmt-kubernetesconfiguration-extensiontypes==1.0.0b1
$> pip install azure-mgmt-kubernetesconfiguration-fluxconfigurations==1.0.0b1
$> pip install azure-mgmt-media==10.2.1
$> pip install azure-mgmt-mongodbatlas==1.0.0b1
$> pip install azure-mgmt-netapp==14.0.0b1
$> pip install azure-mgmt-network==29.0.0
$> pip install azure-mgmt-onlineexperimentation==1.0.0b1
$> pip install azure-mgmt-planetarycomputer==1.0.0b1
$> pip install azure-mgmt-postgresqlflexibleservers==1.2.0b1
$> pip install azure-mgmt-purestorageblock==1.0.0b1
$> pip install azure-mgmt-recoveryservices==3.1.0
$> pip install azure-mgmt-resource==23.4.0
$> pip install azure-mgmt-resource-deploymentscripts==1.0.0b1
$> pip install azure-mgmt-resource-deploymentstacks==1.0.0b1
$> pip install azure-mgmt-resource-templatespecs==1.0.0b1
$> pip install azure-mgmt-secretsstoreextension==1.0.0b1
$> pip install azure-mgmt-servicenetworking==2.1.0b1
$> pip install azure-mgmt-sitemanager==1.0.0b1
$> pip install azure-mgmt-storage==23.0.0
$> pip install azure-monitor-opentelemetry==1.6.9
$> pip install azure-monitor-opentelemetry==1.6.10
$> pip install azure-monitor-opentelemetry-exporter==1.0.0b37
$> pip install azure-onlineexperimentation==1.0.0b1
$> pip install azure-search-documents==11.6.0b12
$> pip install azure-storage-blob==12.27.0b1
$> pip install azure-storage-file-datalake==12.22.0b1
$> pip install azure-storage-file-share==12.23.0b1
$> pip install azure-storage-queue==12.14.0b1

Feedback

If you have a bug or feature request for one of the libraries, please post an issue to GitHub.