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Commits on Dec 2, 2025

• Fix MangenticAgentExecutor producing repr str for tool call content (#2566)

  moonbox3

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  c2d285e

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• Python: Add orchestration ID to durable agent entity state and code refactor (#2484)

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  Copilot

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  larohra

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  cb343dd

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• Python: Emit ExecutorFailedEvent before WorkflowFailedEvent when executor throws exception (#2537)

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  moonbox3

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  0d5d10d

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• Python: Add sample to show handoff as agent with HITL (#2534)

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  moonbox3

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  e3b700a

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Commits on Nov 27, 2025

• Python: Refactor ag-ui to clean up some patterns (#2363)

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  moonbox3

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  8cf8b0f

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• Python: docs: Update Python orchestration documentation (#2087)

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  3 peopleauthored
  6c62431

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Commits on Nov 26, 2025

• Python: [Breaking] Python: Respond with `AgentRunResponse` with serialized structured output (#2285)

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  larohra

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  306c81a

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• [BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. (#2291)

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  moonbox3

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  907d79a

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Commits on Nov 25, 2025

• Python: Added support for application endpoints in Azure AI client (#2460)

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  dmytrostruk

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  Copilot

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  5d8be58

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• Python: Added MCP tool support for azure functions package. (#2385)

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  5 peopleauthored
  b1c210c

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• Python: [BREAKING] Removed default "store" value (#2443)

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  dmytrostruk

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  b8260ae

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• [BREAKING] Python: Adjust magentic event types raised. No need for custom events. (#2215)

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  moonbox3

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  Copilot

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  27b3a51

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• Python: fix for logging setup (#2371)

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  eavanvalkenburg

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  1b4103d

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• Python: Fix runtime response format for responses client (#2440)

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  moonbox3

  authored
  2a4802e

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• Python: AzureAI OpenAPI + Memory Search Samples (#2390)

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  giles17

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  e303cc9

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• fix: always include output in function call result message (#2414)

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  Hedrekao

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  c78edda

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Commits on Nov 24, 2025

• Python: Preserve MCP array items schema in Pydantic field generation (#2382)

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  giles17

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  bcbf1b3

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• Python: renamed ai search and cleanup of samples and unified import logic (#2369)

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  eavanvalkenburg

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  9f43108

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• a2a sample update (#2391)

  giles17

  authored
  ec08ee5

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• Bug fix for Redis TypeError (#2411)

  moonbox3

  authored
  f9a94ce

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• Python: make tool call view optional in DevUI + other link fixes (#2243)

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  victordibia

  authored
  f0f1051

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Commits on Nov 22, 2025

• Python: Integration tests for Azure AI client and fixes in samples (#2387)

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  dmytrostruk

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  Copilot

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  ee8936d

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Commits on Nov 21, 2025

• Python: Use Foundry evaluators to evaluate agent workflows (#2322)

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  salma-elshafey

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  moonbox3

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  4c52903

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• Python: Fix the example of multi-tier handoff workflow with specialist-to-specialist routing (#2332)

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  4 peopleauthored
  1bf926b

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• Python: feat(mcp): add full _meta field support for CallToolResult objects (#2286)

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  bostdiek

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  Copilot

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  d18ce24

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• removed additional properties from messages sent to OAI responses and chat (#2344)

  eavanvalkenburg

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  a7a0660

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• Python: Add Handoff + tool approval + checkpointing sample (#2346)

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  moonbox3

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  Copilot

  authored
  0781d4b

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• Sample to show passing in JSON schema for structured outputs (#2362)

  moonbox3

  authored
  5bdf8a7

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• Updated package versions (#2360)

  dmytrostruk

  authored
  cf13e35

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Commits on Nov 20, 2025

• Update Workflow Viz sample comments (#2361)

  TaoChenOSU

  authored
  5353b9a

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• Python: Feature/azure ai search agentic rag (search as separate package) (#2328)

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  farzad528

  and

  claude

  authored
  04e711c

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• Python: Remove duplicated workflow observability sample (#2357)

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  TaoChenOSU

  authored
  02af2bc

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• Python: Move evaluation folders to under evaluations (#2355)

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  YusakuNo1

  authored
  e5b63a1

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• Python: Fix for Azure AI client (#2358)

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  dmytrostruk

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  Copilot

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  b575b63

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• fix(observability): handle datetime serialization in tool results (#2248)

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  hayato-kishikawa

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  kishikawa-hayato

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  f99dca0

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