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Release Notes

New Features

  • Add Foundry local sample by @eavanvalkenburg (#12214)
  • Feature python vector stores preview by @eavanvalkenburg (#12271)
  • Allow for structured outputs with Ollama by @moonbox3 (#12533)
  • Support | and |= operators for KernelArgument by @KanchiShimono (#12499)
  • pseudo-stream copilot invoke_stream by @moonbox3 (#12548)

Enhancements and Improvements

  • Agent response callbacks to provide full context by @TaoChenOSU (#12501)
  • Improve AzureAIAgent get thread msg handling by @moonbox3 (#12535)
  • Correct chat completion agent history truncation samples by @TaoChenOSU (#12474)
  • Add check for not approved and approved for Agent Sample by @nmoeller (#12316)
  • added operationid validation in openapi spec by @sshandilya1991 (#12551)

Bug Fixes

  • Remove orchestration persona adaptation messages by @TaoChenOSU (#12446)
  • fixes for new MCP types and small openapi fix by @eavanvalkenburg (#12486)

Python Package Updates

  • Bump torch from 2.7.0 to 2.7.1 in /python by @dependabot (#12424)
  • Bump pmeier/pytest-results-action from 0.7.1 to 0.7.2 by @dependabot (#12498)
  • Bump google-cloud-aiplatform from 1.95.1 to 1.97.0 in /python by @dependabot (#12496)
  • Bump version to 1.34.0 for a release by @moonbox3 (#12580)

New Contributors

Full Changelog: https://github.com/microsoft/semantic-kernel/compare/python-1.33.0...python-1.34.0

Source: README.md, updated 2025-06-25