agent-framework

Fix pre commit 6

Tao Chen · 2026-04-20 20:36:33 -07:00

49677ba789

Fix pre commit 5

Tao Chen · 2026-04-20 20:30:25 -07:00

7f751e7a0f

Fix pre commit 4

Tao Chen · 2026-04-20 20:27:26 -07:00

01d8a8af53

Fix pre commit

Tao Chen · 2026-04-20 18:39:56 -07:00

93b03140c7

Fix README

Tao Chen · 2026-04-20 18:37:24 -07:00

7aa40b16de

Merge branch 'main' into feature/python-foundry-hosted-agent-vnext

Tao Chen · 2026-04-20 18:35:09 -07:00

fc9194dcb6

Comments and mypy

Tao Chen · 2026-04-20 18:11:32 -07:00

e24d72be75

Fix README

Tao Chen · 2026-04-20 17:54:44 -07:00

8b77baf4a2

Python: Add support for Foundry Toolboxes (#5346 )

* Add support for the Foundry Toolbox in MAF

Introduces a Foundry Toolbox integration: FoundryChatClient gains a
get_toolbox() helper plus select_toolbox_tools(), normalize_tools in
the core package flattens tool-collection wrappers (ToolboxVersionObject
and generic iterables, while leaving Pydantic BaseModel instances
alone), and the new agent_framework.foundry namespace re-exports the
toolbox helpers. Ships with unit tests, a sample, and a design doc.

azure-ai-projects is pinned to the public >=2.0.0,<3.0 range and the
lockfile resolves from public PyPI. The toolbox test module skips when
Toolbox* types are unavailable so CI stays green until the public 2.1.0
SDK lands. OMC tooling directories (.omc/, .omx/) are gitignored.

* Update to latest azure ai projects package

* Improve sample

* Rename ADR to 0025

* Update ADR

* Apply suggestion from @alliscode

Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>

* Improve samples

* Update test

---------

Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>

Evan Mattson · 2026-04-20 23:56:01 +00:00

04aaf0c1fe

Improve samples (#5372 )

Tao Chen · 2026-04-20 16:34:53 -07:00

8bc7c3a7a8

Python: Add special handling for workflows (#5298 )

* Add special handling for workflows

* Address comments

Tao Chen · 2026-04-16 17:55:45 -07:00

0fcd71dbeb

Python: Add Hyperlight CodeAct package and docs (#5185 )

* initial work on code_mode

* updated samples

* updates to codeact

* udpated codeact

* Draft CodeAct ADR and sample updates

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

* initial implementation and adr and feature

* Python: Limit Hyperlight wasm backend to Python <3.14

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

* Python: Fix CI for Hyperlight CodeAct PR

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

* Python: Run Hyperlight integration when available

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

* Python: Address Hyperlight review feedback

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

* Python: Simplify Hyperlight file mount inputs

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

* Python: Accept Path host paths in Hyperlight mounts

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

* Python: Fix Hyperlight mount typing for CI

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

* temp run integration test

* Python: Strengthen Hyperlight real sandbox tests

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

* added additional tests

* Python: Simplify Hyperlight CodeAct API

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

* set tests as non-integration

* Retry Hyperlight allowed-domain registration

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

* Gate Hyperlight integration tests by runtime support

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

* Fix Hyperlight skip test on Python 3.14

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

* Delay Hyperlight runtime probe until test execution

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

* Relax Hyperlight Windows integration stdout assertion

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

* Scan Hyperlight output directory for artifacts

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

* Retry Hyperlight output artifact collection

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

* Harden Hyperlight integration output assertions

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

* Retry Hyperlight read-back check in integration test

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

* Simplify Hyperlight integration write assertion

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

* Avoid pathlib in Hyperlight integration sandbox

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

* Use socket network check in Hyperlight sandbox

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

* Replace blocked Azure AI Search blog link

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

* Clarify Hyperlight guest stdlib limits

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

* Use _socket in Hyperlight integration sandbox

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

* Handle Hyperlight mounted file paths

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

* Broaden Hyperlight sandbox path fallbacks

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

* Search Hyperlight guest mounts recursively

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

* Split Hyperlight mount coverage

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

* Split Hyperlight live network tests

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

* Fix Hyperlight file-write test on Windows

Enable the sandbox filesystem by providing a workspace_root so
/output is mounted. Remove os.path.exists assertion (unsupported
in WASM guest) and fix Content data assertion to use .uri.
Skip the network integration test on Windows where the WASM
sandbox lacks the encodings.idna codec.

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

* Address PR review: ADR intro, manual wiring sample, doc clarifications

- Add CodeAct introduction section to ADR for unfamiliar readers
- Clarify 'less runtime efficient' con with specific overhead description
- Add note in Python impl doc clarifying ADR vs impl doc split
- Explain why before_run hooks must be per-run (CRUD, concurrency, approval)
- Rename code_interpreter variable to codeact in E2E sample
- Add manual static wiring sample (codeact_manual_wiring.py)
- Add 'when to use which pattern' guidance to samples README

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

* Address PR #5185 review comments and add .NET CodeAct design doc

- Fix async callback: _make_sandbox_callback returns sync wrapper with
  thread + asyncio.run() bridge (was broken with real Wasm FFI)
- Fix stale output: clear output_dir before each sandbox.run() call
- Fix blocking event loop: _run_code now async with asyncio.to_thread()
- Revert _agents.py options['tools'] injection (unnecessary; provider
  uses context.extend_tools())
- Revert SessionContext.options docstring back to read-only
- Add real-sandbox test fixtures (shared/restored/fresh)
- Add 8 new real-sandbox tests for callback round-trip, stale output,
  event loop non-blocking, basic execution, stdout/stderr, errors,
  snapshot/restore, and tool registration
- Add comprehensive .NET HyperlightCodeActProvider design document

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

* Update hyperlight README with code snippets and remove Public API section

Replace bare export list with Quick Start code examples covering the
context provider, standalone tool, manual static wiring, and file
mounts / network access patterns.

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

---------

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

Eduard van Valkenburg · 2026-04-17 00:49:44 +00:00

b03cb324d5

Merge branch 'main' into feature/python-foundry-hosted-agent-vnext

Tao Chen · 2026-04-15 20:59:51 -07:00

892d88df28

Python: add experimental file history provider (#5248 )

* add experimental file history provider

* Improve file history provider writes

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

* typo

* cleanup

* cleanup

* fix in readme

* added security messages

* Refine file history provider locking

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

* added additional sample

---------

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

Eduard van Valkenburg · 2026-04-15 22:23:37 +00:00

ff05c22c58

Python: Upgrade agentserver packages (#5284 )

* Upgrade agentserver packages

* Fix new types

Tao Chen · 2026-04-15 14:16:37 -07:00

3225a59fd3

Move samples (#5281 )

Tao Chen · 2026-04-15 11:33:15 -07:00

9e3983e547

Python: Refine samples and upgrade packages (#5261 )

* Refine samples and upgrade pacakges

* Upgrade to a new package that fixes a bug

* Update model env var

Tao Chen · 2026-04-15 10:46:19 -07:00

383a2afca2

Merge branch 'main' into feature/python-foundry-hosted-agent-vnext

Tao Chen · 2026-04-13 16:47:46 -07:00

448f46aff2

Update dependency (#5215 )

Tao Chen · 2026-04-10 16:10:35 -07:00

a98a585afb

Python: Wrapper + Samples 1st (#5177 )

* Experiment

* Update dependency and add non streaming

* Add more samples

* Rename samples

* Add invocations

* Comments 1

* Comments 2

* Comments 3

* Improve README

* Add local shell sample

* WIP: Add eval and memory samples

* Update user agent prefix

* Update user agent prefix doc

Tao Chen · 2026-04-10 10:18:32 -07:00

615ef9049f

Python: Migrate GitHub Copilot package to SDK 0.2.x (#5107 )

* Python: Migrate GitHub Copilot package to SDK 0.2.x

Replace all imports from the non-existent copilot.types module with
correct SDK 0.2.x module paths (copilot.session, copilot.client,
copilot.tools, copilot.generated.session_events). Fix PermissionRequest
attribute access from dict-style .get() to dataclass attribute access.
Add OTel telemetry support to Copilot samples via configure_otel_providers
and document new telemetry environment variables in samples README.

* Python: Fix remaining copilot.types import in sample validation script

* Python: Include model in default_options for telemetry span attributes

* Python: Address review feedback on log_level and session kwargs typing

* Python: Scope PR to SDK 0.2.x migration only, remove net-new OTel features

- Remove RawGitHubCopilotAgent split and AgentTelemetryLayer inheritance
- Remove TelemetryConfig plumbing and OTLP/file telemetry settings
- Remove configure_otel_providers() calls from samples
- Remove telemetry env var rows from samples README
- Retain only: import path fixes, PermissionRequest attribute access fix,
  log_level default fix, session kwargs typed fix, dependency pin

* Python: Update tests for SDK 0.2.x API changes

- SubprocessConfig replaces CopilotClientOptions dict
- create_session and resume_session now use keyword args
- send and send_and_wait take plain string prompt instead of MessageOptions
- on_permission_request is always required; deny-all fallback replaces omission

* Python: Pin github-copilot-sdk to >=0.2.0,<=0.2.0

Tighten the upper bound from <0.3.0 to <=0.2.0 to avoid pulling in 0.2.1+
which has breaking API changes relative to 0.2.0. The lower bound stays at
>=0.2.0 since this migration requires the 0.2.x import paths; 0.1.x would
fail at import time.

* Python: Pin github-copilot-sdk to >=0.2.1,<=0.2.1

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Dineshsuriya D · 2026-04-10 01:07:14 +00:00

d4036c5aef

Bump vite (#5132 )

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.3.1 to 7.3.2.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/v7.3.2/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.3.2/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.3.2
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2026-04-10 00:11:48 +00:00

eea543e697

Python: Stop emitting duplicate reasoning content from OpenAI response.reasoning_text.done and response.reasoning_summary_text.done events (#5162 )

* Fix reasoning text done events duplicating streamed delta content (#5157)

The OpenAI Responses API sends both reasoning_text.delta (incremental
chunks) and reasoning_text.done (full accumulated text) events. The
chat client was emitting Content for both, causing ag-ui to append the
full done text onto already-accumulated delta text, producing
duplicated reasoning output.

Stop emitting Content for reasoning_text.done and
reasoning_summary_text.done events, matching how output_text.done is
already handled (not emitted). The deltas contain all the content;
the done event is redundant.

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

* fix(openai): emit reasoning done content as fallback when no deltas observed (#5157)

Address PR review feedback:
- Track item_ids that received reasoning deltas via seen_reasoning_delta_item_ids set
- Emit content from done events only when no deltas were received for the
  item_id, preventing silent content loss on stream resumption
- Add comment documenting code_interpreter done event asymmetry
- Replace redundant ag-ui test with deduplication-focused test
- Add integration test for delta+done sequence in OpenAI chat client tests
- Add fallback path tests for done events without preceding deltas

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

* Address review feedback for #5157: Python: [Bug]: "type": "response.reasoning_text.delta" and "response.reasoning_text.done" both get exposed as "text_reasoning"

* Fix AG-UI reasoning streaming to use proper Start/End pattern (#5157)

_emit_text_reasoning now follows the same streaming pattern as _emit_text:
- Emits ReasoningStartEvent/ReasoningMessageStartEvent only on the first
  delta for a given message_id
- Emits only ReasoningMessageContentEvent for subsequent deltas
- Defers ReasoningMessageEndEvent/ReasoningEndEvent until
  _close_reasoning_block is called (on content type switch or end-of-run)

This produces the correct protocol pattern:
  ReasoningStartEvent
    ReasoningMessageStartEvent
    ReasoningMessageContentEvent(delta1)
    ReasoningMessageContentEvent(delta2)
    ReasoningMessageEndEvent
  ReasoningEndEvent

Instead of wrapping every delta in a full Start→End sequence.

Backward compatibility is preserved: calling _emit_text_reasoning without
a flow argument still produces the full sequence per call.

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

* Fix import ordering lint error in AG-UI test file (#5157)

Move inline import of TextMessageContentEvent to the top-level import
block and ensure alphabetical ordering to satisfy ruff I001 rule.

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

* Fix mypy error: rename loop variable to avoid type conflict with WorkflowEvent

The 'event' variable was already typed as WorkflowEvent[Any] from the
async for loop at line 590. Reusing it in the _close_reasoning_block
loop (which returns list[BaseEvent]) caused an incompatible assignment
error. Renamed to 'reasoning_evt' to avoid the conflict.

Fixes #5162

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

* Address review feedback for #5157: review comment fixes

* narrow test result reporting to explicit pytest JUnit XML

* Fix test args

* Fix pytest-results-action in merge workflow and remove committed test artifacts

Apply the same JUnit XML fix from python-tests.yml to python-merge-tests.yml:
add --junitxml=pytest.xml to all test commands and narrow the results action
path from ./python/**.xml to ./python/pytest.xml. Also remove accidentally
committed pytest.xml and python-coverage.xml and add them to .gitignore.

---------

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

Evan Mattson · 2026-04-09 22:44:59 +00:00

5e8fe0be1f

Python: Add Cosmos DB NoSQL Checkpoint Storage for Python Workflows (#4916 )

* Add CosmosCheckpointStorage for Python workflow checkpointing

Add native Cosmos DB NoSQL support for workflow checkpoint storage in the
Python agent-framework-azure-cosmos package, achieving parity with the
existing .NET CosmosCheckpointStore.

New files:
- _checkpoint_storage.py: CosmosCheckpointStorage implementing the
  CheckpointStorage protocol with 6 methods (save, load, list_checkpoints,
  delete, get_latest, list_checkpoint_ids)
- test_cosmos_checkpoint_storage.py: Unit and integration tests
- workflow_checkpointing.py: Sample demonstrating Cosmos DB-backed
  workflow checkpoint/resume

Auth support:
- Managed identity / RBAC via Azure credential objects
  (DefaultAzureCredential, ManagedIdentityCredential, etc.)
- Key-based auth via account key string or AZURE_COSMOS_KEY env var
- Pre-created CosmosClient or ContainerProxy

Key design decisions:
- Partition key: /workflow_name for efficient per-workflow queries
- Serialization: Reuses encode/decode_checkpoint_value for full Python
  object fidelity (hybrid JSON + pickle approach)
- Container auto-creation via create_container_if_not_exists

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

* Adding cosmos checkpointer

* Resolving comments

* Fixing builds

* Adding sample for history provider and checkpoint storage

* Resolving comments

* fixing builds

* Resolving comments

---------

Co-authored-by: Aayush Kataria <aayushkataria@Aayushs-MacBook-Pro-2.local>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Aayush Kataria · 2026-04-09 05:01:41 +00:00

30a2bc3dcb

Fix handoff workflow context management and improve AG-UI demo (#5136 )

Evan Mattson · 2026-04-08 04:08:24 +00:00

e10d448ae2

Python: Adds sample documentation for two separate Neo4j context providers for retrieval and memory (#4010 )

* Python: Adds sample documentation for two separate Neo4j context providers for retrieval and memory

* adding pypi links

* adding dotnot examples

* adding dotnot examples

* merge upstream samples

* fixing docs

* fix relative paths

---------

Co-authored-by: Ben Lackey <ben.lackey@neo4j.com>

Ryan Knight · 2026-04-07 09:57:35 +00:00

090b88a956

Python: [BREAKING] update to v1.0.0 (#5062 )

* updates to final deprecated pieces and versions

* fix mypy

* fix readme links

Eduard van Valkenburg · 2026-04-02 15:26:30 +00:00

3446eb8d5d

Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056 )

* renamed AzureAIINferenceEmbeddings and lazy load azure-cosmos and env var rename

* updated coverage

* fix readme

Eduard van Valkenburg · 2026-04-02 11:26:35 +00:00

95fd5ec658

Python: Fix server_tool_use input_json_delta handling and improve Anthropic samples (#5050 )

* Fix server_tool_use input_json_delta handling and improve Anthropic samples

- Fix: Skip input_json_delta for server_tool_use content blocks in AnthropicClient streaming. Server-managed tools (e.g., skills with code interpreter) were producing Content.from_function_call(name='') entries that caused Anthropic API 400 errors on subsequent turns.

- Samples: Add dotenv loading and environment variable documentation to Anthropic Claude samples (MCP, permissions, session, shell, tools, URL, skills).

* Add regression test for server_tool_use + input_json_delta skip behavior

Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/7c68dcb2-b577-4e36-b423-664b8fe3ac1d

Co-authored-by: chetantoshniwal <255221507+chetantoshniwal@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: chetantoshniwal <255221507+chetantoshniwal@users.noreply.github.com>

chetantoshniwal · 2026-04-02 09:43:59 +00:00

47d82911c0

[BREAKING] Python: Refactor workflows kwargs (#5010 )

* Refactor workflows kwargs usage

* Update sample

* Add tests

* Update samples

* Fix formatting

* Comments

* Comments 2

* Comments 3

* Fix test and typing

Tao Chen · 2026-04-02 09:40:39 +00:00

62595b233f

Python: Move workflow-samples and agent-samples under declarative-agents directory (#5011 )

* Move workflow-samples and agent-samples under declarative-agents and update all references

Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/f70f7d19-9256-4eec-b7db-28007d74440c

Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>

* Fix relative paths in README files inside moved directories

Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/f70f7d19-9256-4eec-b7db-28007d74440c

Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>
Co-authored-by: Shawn Henry <shahen@microsoft.com>

Copilot · 2026-04-02 09:34:33 +00:00

fd253c0b0e

Python: Fix SK migration samples (#5047 )

* Fix SK migration samples

* Fix env vars for SK

* Hard code model for sheel tool samples

Tao Chen · 2026-04-02 08:40:34 +00:00

3d87cec304

Python: Fix broken samples and add missing READMEs (#5038 )

* Python: Fix broken samples and add missing READMEs

- simple_context_provider: move instructions kwarg into options dict
- suspend_resume_session: use OpenAIChatCompletionClient for in-memory demo
- foundry_chat_client_with_hosted_mcp: move store kwarg into options dict
- Add README.md for context_providers and conversations sample folders

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

* Python: Fix additional sample issues in context_providers

- mem0_basic: send preferences query before sleep so Mem0 can learn them,
  print result from new session recall
- mem0_sessions: add session for multi-turn conversation in agent-scoped
  example, remove user_id from agent-scoped provider (Mem0 API stores
  memories without user_id when agent_id is provided), use single message
  for storing preferences
- redis_basics: print retrieved context messages instead of raw object
- redis_sessions: add missing load_dotenv() call
- redis_basics/redis_sessions: fix docstrings referencing wrong client type
- azure_redis_conversation: replace duplicate copyright with load_dotenv()

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

* Python: Fix broken link in declarative README

openai_responses_agent.py was renamed to openai_agent.py

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

---------

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

Giles Odigwe · 2026-04-01 21:35:16 +00:00

6f6ee61834

Python: updated declarative samples and handling of non-pydantic response formats (#5022 )

* updated declarative samples and handling of non-pydantic response formats

* fixed from comments

* update docstring

Eduard van Valkenburg · 2026-04-01 19:16:00 +00:00

519bb0cb2b

Python: [BREAKING] Standardize model selection on model (#4999 )

* Refactor Anthropic model option and provider clients

Rename the Anthropic client model option from model_id to model, add provider-specific Anthropic wrappers for Foundry, Bedrock, and Vertex, and expose them through the Anthropic, Foundry, Amazon, and Google namespaces. Update core option handling, docs, samples, and tests accordingly.

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

* Fix Anthropic skills sample typing

Cast the Anthropic beta client to Any in the skills sample so the pre-commit sample pyright check no longer fails on beta skills and files endpoints that are not exposed by the current SDK stubs.

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

* undo sample mypy

* Retry CI after transient external failures

Retrigger PR validation after an unrelated Copilot review workflow SAML failure and a transient external tau2 git fetch failure in the Windows Python test setup.

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

* Address review feedback on model option merging

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

* Address Anthropic compatibility review feedback

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

* moved all to `model`

* fixes for azure ai search

* Python: standardize remaining sample env var names

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

* Python: fix foundry-local pyright compatibility

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

* updated env vars in cicd

---------

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

Eduard van Valkenburg · 2026-04-01 19:00:18 +00:00

6acab3d1d6

Python: Fix observability samples (#5016 )

* Fix observability samples

* Update python/samples/02-agents/observability/configure_otel_providers_with_parameters.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/02-agents/observability/agent_observability.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/02-agents/observability/agent_observability.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tao Chen · 2026-04-01 17:12:03 +00:00

86f8efc8ff

Python: [BREAKING] update context provider APIs, middleware, and per-service-call history persistence (#4992 )

* Rename provider base APIs

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

* Allow provider-added chat and function middleware

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

* Simulate service-stored history per model call

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

* Fix typing regressions in CI

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

* Fix response ID suppression review feedback

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

* Rename per-service-call history persistence APIs

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

* Address context persistence review feedback

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

* Stabilize markdown sample docs

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

* Persist service continuation state per call

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

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

Eduard van Valkenburg · 2026-04-01 16:13:11 +00:00

b065a4ce51

fix and unify devui samples (#5025 )

Eduard van Valkenburg · 2026-04-01 13:47:20 +00:00

2cb78ea12e

Python: fixed middleware samples (#5026 )

* fixed samples

* small update to explanation

* add snippet fix on root readme

Eduard van Valkenburg · 2026-04-01 13:40:27 +00:00

cee0a458fe

Python: updated azure ai inference sample (#5028 )

* updated azure ai inference sample

* openai multimodel fix

* update language

Eduard van Valkenburg · 2026-04-01 13:35:56 +00:00

4b9856e66f

Add Neo4j GraphRAG samples (#4994 )

* Add Neo4j GraphRAG samples

* Fix sample CI issues

* Address sample review feedback

* Move Neo4j Python sample to end-to-end

* Make Neo4j GraphRAG sample self-contained

* Remove unused central package versions

Christian Glessner · 2026-04-01 10:23:04 +00:00

34329840e1

fixes to azure ai search init, samples (#5021 )

Eduard van Valkenburg · 2026-04-01 09:59:52 +00:00

2a8c3e2dcf

Python: Fix migration samples (#5015 )

* Fix migration samples

* Fix migration samples 2

* Fix formatting

* Comments

Tao Chen · 2026-04-01 06:32:30 +00:00

e43fc8ccec

Python: Fix agent_with_hosted_mcp sample to use Foundry client for MCP tools (#4867 )

* Fix agent_with_hosted_mcp sample to use AzureOpenAIResponsesClient (#4861)

The agent_with_hosted_mcp sample used AzureOpenAIChatClient with an MCP tool
dict, but the Chat Completions API only supports 'function' and 'custom' tool
types, not 'mcp'. This caused a 400 error at runtime.

Switch the sample to AzureOpenAIResponsesClient which natively supports MCP
tools via the Responses API. Use get_mcp_tool() to construct the tool config.

Changes:
- main.py: Replace AzureOpenAIChatClient with AzureOpenAIResponsesClient
- requirements.txt: Update azure-ai-agentserver-agentframework to 1.0.0b16
  and use agent-framework-azure-ai package
- agent.yaml: Use AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME env var
- Add regression test documenting chat client MCP tool passthrough behavior

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

* Python: Fix agent_with_hosted_mcp sample to use Responses API client for MCP tools

Fixes #4861

* Remove REPRODUCTION_REPORT.md investigation artifact (#4861)

Remove the reproduction report markdown file from the test directory.
Investigation notes belong in the GitHub issue or PR description,
not as committed files in the source tree. The regression test in
test_openai_chat_client.py already provides automated verification.

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

* Add MCP tool API rejection regression test (#4861)

Add test_mcp_tool_dict_causes_api_rejection to verify that MCP tool
dicts passed through to the Chat Completions API result in a clear
ChatClientException rather than being silently dropped. This completes
the regression test coverage requested in code review.

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

* small fix

* Revert deletion of dotnet local.settings.json files

Restore the two local.settings.json files that were accidentally deleted in this PR.

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

---------

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

Giles Odigwe · 2026-03-31 22:04:54 +00:00

d992febe9b

Python: Remove unsupported memory scoping params from mem0/redis samples and docs (#4367 )

* Python: Remove unsupported memory scoping params from samples and docs

Fixes #4353

The `Mem0ContextProvider` and `RedisContextProvider` no longer support
`thread_id` or `scope_to_per_operation_thread_id` parameters. This commit
updates the affected samples and READMEs to use only the currently
supported API (`user_id`, `agent_id`, `application_id`).

Changes:
- mem0_sessions.py: Remove `thread_id` and
  `scope_to_per_operation_thread_id` from examples 1 and 2, rewrite to
  demonstrate user-scoped and agent-scoped memory patterns
- redis_sessions.py: Update module docstring to remove references to
  removed thread scoping params
- mem0/README.md: Update Memory Scoping docs to reflect current API
- redis/README.md: Remove `thread_id` and
  `scope_to_per_operation_thread_id` references from docs

* Address Copilot review: rename thread_scope functions, fix docstring

- Rename `example_global_thread_scope` -> `example_global_memory_scope`
- Rename `example_per_operation_thread_scope` -> `example_agent_scoped_memory`
- Update example 2 docstring to mention `application_id` alongside
  `user_id` and `agent_id` since it's set in the provider config
- Update module docstring scenario 2 to include `application_id`

* fix: rebase onto main, address giles17 review feedback

- Resolve merge conflicts by rebasing all 4 original files onto current main
- Address giles17's agent review suggestions:
  - mem0_basic.py: update comment to remove thread_id from scoping list
  - mem0_oss.py: update comment to remove thread_id from scoping list
  - redis_sessions.py: rename Example 2 from "Agent-Scoped Memory" to
    "Hybrid Vector Search" to accurately describe what it demonstrates
  - redis/README.md: update Example 2 description to match renamed example

---------

Co-authored-by: Tao Chen <taochen@microsoft.com>
Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>

L. Elaine Dazzio · 2026-03-31 21:57:23 +00:00

1e527a328c

Python: [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces (#4990 )

* [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces

Also clean up follow-on docs, environment guidance, package metadata, and lab test stability.

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

* Fix deleted semantic-kernel sample links

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

* Address PR review feedback

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

* improve foundry language

* Fix A2A Foundry sample regression

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

---------

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

Eduard van Valkenburg · 2026-03-31 20:36:21 +00:00

3a49b1d6dd

Python: Add Python A2A agent-as-function-tools sample (#4889 )

* Add Python A2A agent-as-function-tools sample

Port of the .NET A2AAgent_AsFunctionTools sample to Python.
Resolves a remote A2A agent card, converts each skill to a
FunctionTool via as_tool(), and registers them with a host agent
using AzureOpenAIResponsesClient.

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

* Sanitize A2A skill names before passing to as_tool()

as_tool() only auto-sanitizes when name is omitted. Since we pass
skill.name explicitly, we need to strip special characters ourselves.

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

---------

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

Giles Odigwe · 2026-03-31 20:00:40 +00:00

a5eacbbe65

Python: Add Python feature lifecycle decorators for released APIs (#4975 )

* Add Python feature lifecycle decorators

Introduce reusable experimental and release-candidate decorators for released packages, migrate the Skills APIs to the new staged metadata and warning system, and add lifecycle guidance plus samples.

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

* Fix Python CI follow-ups

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

* Address PR review feedback

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

* Preserve protocol runtime checks

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

---------

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

Eduard van Valkenburg · 2026-03-31 19:40:08 +00:00

55b6e7a9f4

Python: Add header_provider to Streamable HTTP MCP servers (#4849 )

* Python: Add header_provider to MCPStreamableHTTPTool (#4808)

Add a header_provider callback parameter to MCPStreamableHTTPTool that
enables injecting dynamic per-request HTTP headers from runtime kwargs
(originating from FunctionInvocationContext.kwargs set in agent middleware).

The implementation uses contextvars and httpx event hooks to ensure headers
are task-local and safe for concurrent tool calls:

- header_provider receives the runtime kwargs dict and returns headers
- call_tool sets a ContextVar before delegating to MCPTool.call_tool
- An httpx request event hook reads from the ContextVar and injects headers

Example usage:
    mcp_tool = MCPStreamableHTTPTool(
        name="web-api",
        url="https://api.example.com/mcp",
        header_provider=lambda kwargs: {
            "X-Auth-Token": kwargs.get("auth_token", ""),
        },
    )

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

* Address review feedback for #4808: Python: [Bug]: Unable to pass AgentContext to MCPStreamableHTTPTool

* Add test for header_provider via FunctionTool.invoke with FunctionInvocationContext

Addresses PR review comment: exercises the full pipeline from
FunctionInvocationContext.kwargs through FunctionTool.invoke to
MCPStreamableHTTPTool.call_tool and header_provider, rather than
testing call_tool in isolation.

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

* Address review feedback for #4808: review comment fixes

* Fix streamable MCP transport defaults

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

* Fix Azure AI test client mocks

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

* Fix MCP runtime kwarg regressions

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

* Stabilize MCP tool runtime kwargs

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

* Use context kwargs in MCP wrappers

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

* updated mcp samples

* fix link

---------

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

Eduard van Valkenburg · 2026-03-31 17:23:49 +00:00

9c57680f00

Python: Fix sample bugs: incorrect API params, wrong client types, and invalid options (#4983 )

* Fix sample bugs: incorrect API params, wrong client types, and invalid options

- typed_options.py: Fix AnthropicClient model->model_id, wrap raw strings in Message objects for get_response(), fix reasoning_effort->reasoning dict, fix budget_tokens minimum (1024), use OpenAIChatClient not FoundryChatClient, remove unused import

- client_reasoning.py: Fix deprecated model_id to model param

- client_with_hosted_mcp.py: Remove invalid store=True kwarg from Agent.run()

- code_defined_skill.py: Fix precision kwarg to use function_invocation_kwargs

- Various other samples: Fix deprecated API usage and incorrect params

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

* Address PR review comments

- client_with_hosted_mcp.py: Fix remaining store=True kwarg on line 68 to use options dict

- client_with_session.py: Change store=True to store=False to match in-memory persistence demo intent

- typed_options.py: Remove non-existent import and model key from docstring example

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

* new sample fixes

---------

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

Giles Odigwe · 2026-03-31 16:58:51 +00:00

7c2dae8855

444 Commits