Azure/azure-sdk-for-java com.azure+azure-ai-projects

2.2.0 (2026-07-01)

Added EndpointBasedEvaluatorDefinition for custom evaluator definitions backed by customer-hosted endpoints and Project Connections.

Preview operation group clients now use beta-prefixed names and are built through AIProjectClientBuilder.beta(). DataGenerationJobsClient / DataGenerationJobsAsyncClient renamed to BetaDatasetsClient / BetaDatasetsAsyncClient; EvaluationTaxonomies, Evaluators, Insights, Models, RedTeams, Routines, Schedules, and Skills clients were renamed to their corresponding Beta*Client / Beta*AsyncClient names.
Skill renamed to SkillDetails. SkillsClient and SkillsAsyncClient methods such as getSkill, listSkills, and updateSkill now return SkillDetails / PagedIterable<SkillDetails> / PagedFlux<SkillDetails> instead of Skill.
RoutineRun.getStatus() now returns BinaryData instead of String to align with the current Routines preview contract.
SystemDataV3 and ModelVersion.getSystemData() were removed because model versions no longer expose system data in the current service contract.

Fixed OpenAI clients built from AIProjectClientBuilder to honor a custom HttpPipeline supplied through pipeline(...), preserving custom policies while still adding required preview feature headers for applicable preview clients.

Added routines samples covering CRUD (RoutinesSample / RoutinesAsyncSample), schedule trigger, timer trigger, and manual dispatch, with a shared RoutinesSampleUtils helper.
Marked preview clients, models, and methods with @Beta annotations so preview surface area is explicit in generated API docs.