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Author SHA1 Message Date
Dmytro StrukandGitHub 65b6b28ffe Update package versions (#3838) 2026-02-11 00:20:29 +00:00
Giles OdigweandGitHub 7a88af0aef Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634)
* Replace Hosted*Tool classes with client static factory methods

* fixed failing test

* mypy fix

* mypy fix 2

* declarative mypy fix

* addressed comments

* ToolProtocol removal

* fixed test

* agents mypy fix

* fix failing tests

* mypy fix

* addressed comments

* fixed tests

* addressed comments + added factory method overrides for azureai v2 client

* mypy fix

* added kwargs to azureai tool methods

* fixed in test

* _sessions fix

* test fix
2026-02-11 00:04:27 +00:00
ChrisandGitHub d249473a6d Re-enabled (#3828) 2026-02-10 23:13:21 +00:00
CopilotGitHubcrickmancopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Chris RickmanCopilot
9f4c5f3faa .NET: Add unit tests for EditTableV2Executor (#3773)
* Initial plan

* Add comprehensive unit tests for EditTableV2Executor

- Test AddItemOperation with record and scalar values
- Test ClearItemsOperation
- Test RemoveItemOperation
- Test TakeLastItemOperation (with items and empty table)
- Test TakeFirstItemOperation (with items and empty table)
- Test error cases (null ItemsVariable, non-table variable)
- Include ExecuteTestAsync and CreateModel helper methods
- All 10 tests passing

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Add comprehensive unit tests for EditTableV2Executor - complete with 100% coverage

- Added 13 comprehensive tests covering all code paths
- Test AddItemOperation with record and scalar values
- Test ClearItemsOperation
- Test RemoveItemOperation (including non-table value case)
- Test TakeLastItemOperation (with items and empty table)
- Test TakeFirstItemOperation (with items and empty table)
- Test error cases (null ItemsVariable, non-table variable, null operation values)
- Include ExecuteTestAsync and CreateModel helper methods
- 100% line and branch coverage achieved

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

* Update tests / refine product code

* Checkpoint

* Updated

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/ObjectModel/SetTextVariableExecutorTest.cs

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

* Address code review feedback

- Fix typo: rename metadataExpresssion to metadataExpression
- Fix test name in AddMessageWithMetadataAsync (was using wrong test name)
- Fix test name in ClearGlobalScopeAsync (was using wrong test name)
- Remove pre-population in SetTextVariableExecutorTest that made tests ineffective
- Use explicit .Where() filter in SetMultipleVariablesExecutorTest foreach loop

Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-10 23:11:49 +00:00
0521f5bed8 Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747)
* [BREAKING] Rename ChatAgent -> Agent, ChatMessage -> Message, ChatClientProtocol -> SupportsChatGetResponse

Simplify the public API by removing redundant 'Chat' prefix from core types:
- ChatAgent -> Agent
- RawChatAgent -> RawAgent
- ChatMessage -> Message
- ChatClientProtocol -> SupportsChatGetResponse

Also renamed internal WorkflowMessage (was Message in _runner_context) to avoid collision.

No backward compatibility aliases - this is a clean breaking change.

* [BREAKING] Rename Agent chat_client parameter to client

* Fix rebase issues: WorkflowMessage references and broken markdown links

* Fix formatting and lint issues from code quality checks

* Fix import ordering in workflow sample files

* fixed rebase

* Fix test failures: use WorkflowMessage and A2AMessage after ChatMessage→Message rename

- Replace Message(data=..., source_id=...) with WorkflowMessage(...) in workflow tests
- Fix isinstance check in A2A agent to use A2AMessage instead of Message
- Fix import in test_workflow_observability.py (Message→WorkflowMessage)

* Fix lint, fmt, and sample errors after ChatMessage→Message rename

- Auto-fix 70+ ruff lint issues across samples (ChatMessage→Message refs)
- Fix HostedVectorStoreContent→Content.from_hosted_vector_store in file search sample
- Fix _normalize_messages→normalize_messages in custom agent sample
- Fix context.terminate→raise MiddlewareTermination in middleware samples
- Fix with_update_hook→with_transform_hook in override middleware sample
- Add TOptions_co import back to custom_chat_client sample
- Add noqa for FastAPI File() default in chatkit sample
- Fix B023 loop variable capture in weather agent sample

* fix: update Agent constructor calls from chat_client to client in declaration-only tool tests

* fix: add register_cleanup to devui lazy-loading proxy and type stub

* fixed tests and updated new pieces

* fix agui typevar

* fix merge errors

* fix merge conflicts

* fiux merge

* Remove unused links

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
2026-02-10 23:04:32 +00:00
Evan MattsonandGitHub a4c9e43afb [BREAKING] Python: Remove workflow register factory methods. Update tests and samples (#3781)
* Remove workflow register factory methods. Update tests and samples

* Address Copilot feedback
2026-02-10 22:16:17 +00:00
ChrisandGitHub f407f726a7 .NET Workflows - Remove empty message injection in declarative workflow agent provider. (#3819)
* Fixed

* Update test-case expectations
2026-02-10 21:25:40 +00:00
Eduard van ValkenburgandGitHub ac0e6b0ee1 Python: PR1 — New session and context provider types (side-by-side) (#3763)
* PR1: Add core context provider types and tests

New types in _sessions.py (no changes to existing code):
- SessionContext: per-invocation state with extend_messages/get_messages/
  extend_instructions/extend_tools and read-only response property
- _ContextProviderBase: base class with before_run/after_run hooks
- _HistoryProviderBase: storage base with load/store flags, abstract
  get_messages/save_messages, default before_run/after_run
- AgentSession: lightweight session with state dict, to_dict/from_dict
- InMemoryHistoryProvider: built-in provider storing in session.state

35 unit tests covering all classes and configuration flags.

* feat: keyword-only params, stateless InMemoryHistoryProvider, deep serialization

- Make before_run/after_run parameters keyword-only
- InMemoryHistoryProvider stores ChatMessage objects directly (no per-cycle serialization)
- Deep serialization via to_dict/from_dict only at session boundary
- State type registry for automatic deserialization of registered types
- Updated tests for new serialization approach

* feat: add new-pattern provider implementations for external packages

- _RedisContextProvider(BaseContextProvider) - Redis search/vector context
- _RedisHistoryProvider(BaseHistoryProvider) - Redis-backed message storage
- _Mem0ContextProvider(BaseContextProvider) - Mem0 semantic memory
- _AzureAISearchContextProvider(BaseContextProvider) - Azure AI Search (semantic + agentic)

All use temporary _ prefix names for side-by-side coexistence with existing providers.
Will be renamed in PR2 when old ContextProvider/ChatMessageStore are removed.

* test: add tests for new-pattern provider implementations

- 32 tests for _RedisContextProvider and _RedisHistoryProvider
- 29 tests for _Mem0ContextProvider
- 17 tests for _AzureAISearchContextProvider

* fix: address PR review comments and CI failures

- Move module docstring before imports in _sessions.py (review comment)
- Import TYPE_CHECKING unconditionally in Redis _context_provider.py (NameError on Python <3.12)
- Fix Mem0 test_init_auto_creates_client_when_none to patch at class level

* feat: add source attribution to extend_messages

Set attribution marker in additional_properties for each message
added via extend_messages(), matching the tool attribution pattern.
Uses setdefault to preserve any existing attribution.

* refactor: make attribution value a dict with source_id key

* add attribution and use sets for filters

* Add source_type to message attribution and copy messages in extend_messages

- SessionContext.extend_messages now accepts source as str or object with
  source_id attribute; when an object is passed, its class name is recorded
  as source_type in the attribution dict
- Messages are shallow-copied before attribution is added so callers'
  original objects are never mutated
- Filter framework-internal keys (attribution) from A2A wire metadata
  to prevent leaking internal state over the wire

* fix: correct mypy type: ignore comment from union-attr to attr-defined

* set attribution to _attribution

* adjusted naming of bools
2026-02-10 21:19:15 +00:00
ChrisandGitHub ccff3d3452 Updated (#3772) 2026-02-10 21:15:59 +00:00
Eduard van ValkenburgandGitHub 35097d8c75 Python: Add long-running agents and background responses support (#3808)
* Python: Add long-running agents and background responses support

- Add ContinuationToken TypedDict to core types
- Add continuation_token field to ChatResponse, ChatResponseUpdate,
  AgentResponse, and AgentResponseUpdate
- Add background and continuation_token options to OpenAIResponsesOptions
- Implement polling via responses.retrieve() and streaming resumption
  in RawOpenAIResponsesClient
- Propagate continuation tokens through agent run() and
  map_chat_to_agent_update
- Fix streaming telemetry 'Failed to detach context' error in both
  ChatTelemetryLayer and AgentTelemetryLayer by avoiding
  trace.use_span() context attachment for async-managed spans
- Add 14 unit tests for continuation token types and background flows
- Add background_responses sample showing polling and stream resumption

Fixes #2478

* Python: Add A2A long-running task support via ContinuationToken

- Make ContinuationToken provider-agnostic (total=False, optional task_id/context_id fields)
- Add background param to A2AAgent.run() controlling token emission
- Add poll_task() for single-request task state retrieval
- Add resubscribe support via continuation_token param on run()
- Extract _updates_from_task() and _map_a2a_stream() for cleaner code
- Streamline run()/streaming by removing intermediate _stream_updates wrapper
- Update A2A sample to show background=False (default) with link to background_responses sample
- Remove stale BareAgent from __all__
- Add 12 new A2A continuation token tests

* fix logic for overriding continuation token when done

* refactored ContinuationToken setup
2026-02-10 20:37:43 +00:00
Giles OdigweandGitHub 32ba81e990 Python: Add documentation for declaration-only tools and middleware ordering (#3774)
* added explanation doctrings

* copilot comments
2026-02-10 20:14:28 +00:00
Giles OdigweandGitHub 84cb09cb68 Python: Add streaming support for code interpreter deltas (#3775)
* add streaming support for code interpreter deltas

* addressed copilot comments

* mypy fix
2026-02-10 19:43:33 +00:00
Giles OdigweandGitHub a149aaa926 Python: [BREAKING] Standardize TypeVar naming convention (TName → NameT) (#3770)
* standardized typevar to use suffix T

* addressed copilot comments
2026-02-10 19:34:10 +00:00
7dccf3a07b .NET: [BREAKING] Update message source code to match python. (#3805)
* Update message source code to match python.

* Apply suggestion from @Copilot

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

* Address PR comment

* Move setting of source information to extension method

* Add underscore for attribution key to indicate internal usage

* Stick to version 102 of the SDK since 103 is causing issues.

* Revert global.json change

* Fix unit test

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-10 19:21:18 +00:00
Rishabh ChawlaandGitHub 7e7d72275d Python: [Purview] Update CorrelationId (#3745) 2026-02-10 19:19:14 +00:00
Evan MattsonandGitHub f106a1a2b1 Python: Include sub-workflow structure in graph signature for checkpoint validation (#3783)
* Include sub-workflow structure in graph signature for checkpoint validation

* Remove redundant computation
2026-02-10 17:24:27 +00:00
Roger BarretoandGitHub aa44e63074 .NET: Add Foundry Agents Tool Sample - Local MCP (#3703)
* .NET: Add Local MCP sample #3674

* Apply format fixes

* .NET: Use local MCP client instead of hosted MCP in Step27 sample

* Address PR review feedback: cleanup, try/finally, update parent README
2026-02-10 16:50:55 +00:00
Jacob AlberandGitHub e489ac0fa3 .NET: Fix: Checkpoint Deserialization breaks when JSON metadata properties are out of order (#3442)
* Fix checkpoint JSON deserialization with out-of-order metadata properties (#2962)

* Simplify: propagate AllowOutOfOrderMetadataProperties from incoming JsonSerializerOptions
2026-02-10 15:50:57 +00:00
CopilotGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>lokitoth
6c37ce8450 Fix streaming path to include chat history in messages sent to chat client (#3798)
RunCoreStreamingAsync was passing inputMessagesForProviders (which lacks
chat history) to GetStreamingResponseAsync instead of
inputMessagesForChatClient (which includes chat history). This caused
streaming runs to lose conversation context on subsequent calls.

The non-streaming path (RunCoreAsync) already correctly used
inputMessagesForChatClient. This aligns the streaming path to match.

Also adds a unit test that validates chat history is included in
messages sent to the chat client during streaming on subsequent calls.

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lokitoth <6936551+lokitoth@users.noreply.github.com>
2026-02-10 15:50:41 +00:00
Eduard van ValkenburgandGitHub 8ad66637d8 Python: Fix prek runner duplication and add skills (#3791)
* Python: fix prek runner running fmt/lint in all packages on core change

When a core package file changed, run_tasks_in_changed_packages.py ran
fmt, lint, and pyright in ALL 22 packages (66 tasks). Only type-checking
tasks (pyright, mypy) need to propagate to all packages since type
changes in core affect downstream packages. File-local tasks (fmt, lint)
only need to run in packages with actual file changes.

This reduces a core-only change from 66 tasks to 24 tasks (2 local +
22 pyright).

Also adds no-commit-to-branch builtin hook to protect the main branch
from direct commits.

* Python: add agent skills extracted from AGENTS.md and coding standards

Add 5 skills to python/.github/skills/ following the Agent Skills format:
- python-development: coding standards, type annotations, docstrings, logging
- python-testing: test structure, fixtures, running tests, async mode
- python-code-quality: linting, formatting, type checking, prek hooks, CI
- python-package-management: monorepo structure, lazy loading, versioning
- python-samples: sample structure, PEP 723, documentation guidelines

* Python: deduplicate AGENTS.md and instructions with agent skills

* updated skills

* fixes from review

* Python: increase timeout for web search integration test
2026-02-10 12:13:38 +00:00
Evan MattsonandGitHub 56603ab472 Python: Fix code samples in AGENTS.md files that fail pre-commit checks (#3779)
* Fix code samples in AGENTS.md files that fail pre-commit checks

* Fixes
2026-02-10 07:15:36 +00:00
Eduard van ValkenburgandGitHub 9f14a0f33f Python: ADR: Unifying Context Management with ContextMiddleware (Python) (#3609)
* Add ADR for Python ContextMiddleware unification

* Add session serialization/deserialization design to ADR

* Add Related Issues section mapping to ADR

* Update session management: create_session, get_session_by_id, agent.serialize_session

* ADR: Add hooks alternative, context compaction discussion, and PR feedback

- Add Option 3: ContextHooks with before_run/after_run pattern
- Add detailed pros/cons for both wrapper and hooks approaches
- Add Open Discussion section on context compaction strategies
- Clarify response_messages is read-only (use AgentMiddleware for modifications)
- Add SimpleRAG examples showing input-only filtering
- Clarify default storage only added when NO middleware configured
- Add RAGWithBuffer examples for self-managed history
- Rename hook methods to before_run/after_run

* ADR: Restructure and add .NET comparison

- Add class hierarchy clarification for both options
- Merge detailed design sections (side-by-side comparison)
- Move detailed design before decision outcome
- Move compaction discussion after decision
- Add .NET implementation comparison (feature equivalence)
- Update .NET method names to match actual implementation
- Rename hook methods to before_run/after_run
- Fix storage context table for injected context

* tweaks

* fix smart load

* ADR: Add naming discussion note for ContextHooks

- Note that class and method names are open for discussion
- Add alternative method naming options table
- Include invoking/invoked as option matching current Python and .NET

* Update context middleware design: remove smart mode, add attribution filtering

- Remove smart mode for load_messages (now explicit bool, default True)
- Add attribution marker in additional_properties for message filtering
- Update validation to warn on multiple or zero storage loaders
- Add note about ChatReducer naming from .NET
- Note that attribution should not be propagated to storage

* Add Decision 2: Instance Ownership (instances in session vs agent)

- Option A: Instances in Session (current proposal)
- Option B: Instances in Agent, State in Session
  - B1: Simple dict state with optional return
  - B2: SessionState object with mutable wrapper
- Updated examples to use Hooks pattern (before_run/after_run)
- Added open discussion on hook factories in Option B model

* Update ADR: Choose ContextPlugin with before_run/after_run and Option B1

Decision outcomes:
- Option 3 (Hooks pattern) with ContextPlugin class name
- Methods: before_run/after_run
- Option B1: Instances in Agent, State in Session (simple dict)
- Whole state dict passed to plugins (mutable, no return needed)
- Added trust note: plugins reason over messages, so they're trusted by default

Status changed from proposed to accepted.

* Add agent and session params to before_run/after_run methods

Signature now: before_run(agent, session, context, state)

* Remove ContextPluginRunner, store plugins directly on agent

Simpler design: agent stores Sequence[ContextPlugin] and calls
before_run/after_run directly in the run method.

* Update workplan to 2 PRs for simpler review

* updated doc

* Refine ADR: serialization, ownership, decorators, session methods, exports

- Add to_dict()/from_dict() on AgentSession with 'type' discriminator
- Present serialization as Option A (direct) vs Option B (through agent)
- Rewrite ownership section as 2x2 matrix (orthogonal decision)
- Move Instance Ownership Options before Decision Outcome
- Fix get_session to use service_session_id, split from create_session
- Add decorator-based provider convenience API (@before_run/@after_run)
- Add _ prefix naming strategy for all PR1 types (core + external)
- Constructor compatibility table for existing providers
- Add load_messages=False skip logic to all agent run loops
- Clarify abstract vs non-abstract in execution pattern samples
- Update auto-provision: trigger on conversation_id or store=True
- Document root package exports (ContextProvider, HistoryProvider, etc.)
- Rename section heading to 'Key Design Considerations'

* Rename ADR to 0016-python-context-middleware.md

* Fix broken link: #3-unified-storage-middleware → #3-unified-storage
2026-02-10 04:50:54 +00:00
ChrisandGitHub 29af002c2e Update package version to 260209 (#3777) 2026-02-10 02:30:01 +00:00
Evan MattsonandGitHub 6eb251464b Python: Fix workflow not pausing when agent calls declaration-only tool (#3757)
* Fix workflow not pausing when agent calls declaration-only tool

* Remove comment
2026-02-09 23:51:44 +00:00
Tao ChenandGitHub e3b4b6662b .NET: Workflow telemetry opt in (#3467)
* feat(workflows): Make telemetry opt-in via WithOpenTelemetry()

- Add WorkflowTelemetryOptions class with EnableSensitiveData property
- Add WorkflowTelemetryContext to manage ActivitySource lifecycle
- Add WithOpenTelemetry() extension method on WorkflowBuilder
- Update all workflow components to use telemetry context:
  - WorkflowBuilder, Workflow, Executor
  - InProcessRunnerContext, InProcessRunner
  - LockstepRunEventStream, StreamingRunEventStream
  - All edge runners (Direct, FanIn, FanOut, Response)
- Telemetry is now disabled by default
- Users must call WithOpenTelemetry() to enable spans/activities

BREAKING CHANGE: Workflow telemetry is now opt-in. Users who relied on
automatic telemetry must add .WithOpenTelemetry() to their workflow builder.

* refactor: Pass telemetry context as parameter instead of via interface

- Remove IWorkflowContextWithTelemetry interface
- Add internal ExecuteAsync overload that accepts WorkflowTelemetryContext
- Public ExecuteAsync delegates with WorkflowTelemetryContext.Disabled
- InProcessRunner passes TelemetryContext when calling ExecuteAsync
- BoundContext now implements IWorkflowContext (not the removed interface)

* Add optional ActivitySource parameter to WithOpenTelemetry

Allow users to provide their own ActivitySource when enabling telemetry,
giving them better control over the ActivitySource lifecycle. When not
provided, the framework creates one internally (existing behavior).

Changes:
- Add optional activitySource parameter to WithOpenTelemetry() extension
- Update WorkflowTelemetryContext to accept external ActivitySource
- Add unit test for user-provided ActivitySource scenario

* Add component-level telemetry control with disable flags

Allow users to selectively disable specific activity types via
WorkflowTelemetryOptions. All activities are enabled by default.

New disable flags:
- DisableWorkflowBuild: Disables workflow.build activities
- DisableWorkflowRun: Disables workflow_invoke activities
- DisableExecutorProcess: Disables executor.process activities
- DisableEdgeGroupProcess: Disables edge_group.process activities
- DisableMessageSend: Disables message.send activities

Added helper methods to WorkflowTelemetryContext for each activity type
and updated all activity creation sites to use them.

* Implement EnableSensitiveData to log executor input/output

When EnableSensitiveData is true in WorkflowTelemetryOptions, executor
input and output are logged as JSON-serialized attributes in the
executor.process activity.

New activity tags:
- executor.input: JSON serialized input message
- executor.output: JSON serialized output result (non-void only)

Added suppression attributes for AOT/trimming warnings since this is
an opt-in feature for debugging/diagnostics.

* Refactor activity start methods to centralize tagging logic

Move tagging logic into WorkflowTelemetryContext methods:
- StartExecutorProcessActivity now accepts executorId, executorType,
  messageType, and message; sets all tags including executor.input
  when EnableSensitiveData is true
- Added SetExecutorOutput method to set executor.output after execution
- StartMessageSendActivity now accepts sourceId, targetId, and message;
  sets all tags including message.content when EnableSensitiveData is true

Simplified Executor.cs and InProcessRunnerContext.cs by removing
inline tagging code. Added message.content tag constant.

* Revert Python changes

* Update samples and code cleanup

* Fix file formatting

* Add comment

* Add telemetry configuration to declarative workflow

* Remove delays in tests

* Address comments
2026-02-09 23:10:50 +00:00
Dmytro StrukandGitHub 80cb6edc8d Python: Added explicit schema handling to @tool decorator (#3734)
* Added explicit schema handling to @tool decorator

* Resolved comments
2026-02-09 21:36:32 +00:00
Dmytro StrukandGitHub e4ca3e60f8 Python: [BREAKING] Renamed next middleware parameter to call_next (#3735)
* Renamed next middleware parameter to call_next

* Resolved comments
2026-02-09 21:21:27 +00:00
Eduard van ValkenburgandGitHub 977c3adfb2 Python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies (#3748)
* python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies

- Replace pre-commit with prek (Rust-native, faster pre-commit alternative)
- Move supported hooks to repo: builtin for zero-clone speed
- Add new builtin hooks: trailing-whitespace, check-merge-conflict, detect-private-key, check-added-large-files
- Update all hook versions to latest (pre-commit-hooks v6, pyupgrade v3.21.2, bandit 1.9.3, uv-pre-commit 0.10.0)
- Add PEP 723 inline script metadata to 34 samples with external deps
- Remove autogen-agentchat/autogen-ext from dev deps (now declared per-sample)
- Remove unused dev deps: pytest-env, tomli-w
- Add agent-framework-core>=1.0.0b260130 lower bound to all 21 packages
- Update CI workflow to use j178/prek-action
- Update docs: DEV_SETUP.md, AGENTS.md, CODING_STANDARD.md, SAMPLE_GUIDELINES.md

* updated lock

* python: fix prek config paths for local execution and CI workflow

Remove global 'files: ^python/' filter and strip python/ prefix from all path patterns in .pre-commit-config.yaml so prek finds files when run from the python/ directory. Update CI workflow to use --cd python instead of --config path. Include trailing whitespace fixes and dev dependency cleanup.

* python: move helper scripts to scripts/ folder and exclude from checks

* python: exclude AGENTS.md from prek markdown code lint

* python: exclude AGENTS.md and azure_ai_search sample from markdown lint

* fix m365 sample

* python: ignore CPY rule for samples with PEP 723 headers

* fix in dev_setup

* python: replace aiofiles with regular open in samples

* python: suppress reportUnusedImport in markdown code block checker

* python: use samples pyright config for markdown code block checker

Write a temp pyrightconfig.json matching pyrightconfig.samples.json rules (typeCheckingMode=off, only reportMissingImports and reportAttributeAccessIssue). Filter output to only fail on these rules since syntax-level errors (top-level await, undefined vars) are expected in README documentation snippets.

* python: use markdown-code-lint with fixed globs instead of prek file list

The prek-markdown-code-lint task received all changed files including non-README markdown and files with pre-existing broken imports. Replace with the standard markdown-code-lint task which uses the correct glob patterns (README.md, packages/**/README.md, samples/**/*.md).

* python: exclude READMEs with pre-existing broken imports from markdown lint

* python: fix broken README code snippets instead of excluding them

- ag-ui: replace TextContent (removed) with content.type == 'text'
- durabletask: fix import path to durabletask.worker.TaskHubGrpcWorker
- orchestrations: use constructor params instead of .participants() method
- observability: mark deprecated code blocks as plain text, filter
  reportMissingImports to agent_framework modules only
- remove README excludes from markdown-code-lint task

* add revision to gaia download

* feat(python): parallelize checks across packages

Run (package × task) cross-product in parallel using ThreadPoolExecutor
and subprocesses. Key changes:

- Add scripts/task_runner.py with shared parallel execution engine
- Update run_tasks_in_packages_if_exists.py to accept multiple tasks
- Update run_tasks_in_changed_packages.py with --files flag and parallel support
- Add check-packages poe task (fmt+lint+pyright+mypy in parallel)
- Add prek-markdown-code-lint and prek-samples-check with change detection
- Split CI code quality workflow into parallel prek and mypy jobs
- Update DEV_SETUP.md to document new parallel behavior

Core package changes still trigger checks on all packages.

* feat(ci): split code quality into 4 parallel jobs

Split the single prek job into parallel jobs:
- pre-commit-hooks: lightweight hooks (SKIP=poe-check)
- package-checks: fmt/lint/pyright/mypy via check-packages
- samples-markdown: samples-lint, samples-syntax, markdown-code-lint
- mypy: change-detected mypy checks

All 4 jobs run concurrently (×2 Python versions = 8 runners).

* feat(ci): use only Python 3.10 for code quality checks

* refactor(python): add future annotations and remove quoted types

Add `from __future__ import annotations` to 93 package files that
used quoted string annotations, then run pyupgrade --py310-plus to
remove the now-unnecessary quotes.

Fixes https://github.com/microsoft/agent-framework/issues/3578
2026-02-09 17:51:01 +00:00
westeyandGitHub ad0dac3c86 .NET: [BREAKING] Add ability to mark the source of Agent request messages and use that for filtering (#3540)
* Add ability to mark the source of Agent request messages and use that for filtering

* Add support for source, in addition to source type, and add unit tests for automatic stamping

* Address PR comments.

* Add merge fixes

* Address PR comments
2026-02-09 16:53:01 +00:00
Eduard van ValkenburgandGitHub 390f93344c Python: Add samples syntax checking with pyright (#3710)
* Add samples syntax checking with pyright

- Add pyrightconfig.samples.json with relaxed type checking but import validation
- Add samples-syntax poe task to check samples for syntax and import errors
- Add samples-syntax to check and pre-commit-check tasks
- Fix 78 sample errors:
  - Update workflow builder imports to use agent_framework_orchestrations
  - Change content type isinstance checks to content.type comparisons
  - Use Content factory methods instead of removed content type classes
  - Fix TypedDict access patterns for Annotation
  - Fix various API mismatches (normalize_messages, ChatMessage.text, role)

* fixed a bunch of samples and tweaks to pre-commit

* updated lock

* updated lock

* fixes

* added lint to samples
2026-02-07 07:10:47 +00:00
Evan MattsonandGitHub 74ac470a56 [BREAKING] Python: Move single-config fluent methods to constructor parameters (#3693)
* Move single-config fluent methods to constructor parameters

* Updates

* Adjust magentic and group chat
2026-02-07 06:01:52 +00:00
CopilotGitHubmarkwallace-microsoftcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
5d355ac507 Python: Fix HandoffBuilder silently dropping context_provider during agent cloning (#3721)
* Initial plan

* Fix context_provider parameter name bug and add test

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

* Improve context_provider test to directly check cloned agent

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

* Improve test based on code review feedback

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

* Remove unused events variable in test_context_provider_preserved_during_handoff

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

* Fix formatting: remove trailing whitespace from test_handoff.py

Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>
2026-02-06 23:23:45 +00:00
Evan MattsonandGitHub a17f13598b [BREAKING] Python: Merge send_responses into run method (#3720)
* Streamline workflow run api with send responses in one method

* Fixes

* Address copilot feedback
2026-02-06 22:32:38 +00:00
Dmytro StrukandGitHub 15256bb616 Python: [BREAKING] Renamed AgentProtocol to SupportsAgentRun (#3717)
* Renamed AgentProtocol to AgentLike

* Resolved comments

* Renamed AgentLike to SupportsAgentRun

* Resolved comments
2026-02-06 17:53:21 +00:00
westeyandGitHub ac17adb595 .NET: Introduce Core implementation methods for session methods on AIAgent (#3699)
* Introduce Core implementation methods for session methods on AIAgent

* Update changelog
2026-02-06 13:25:20 +00:00
Evan MattsonandGitHub 0f3f4dbcaf [BREAKING] Python: Refactor workflow events to unified discriminated union pattern (#3690)
* Refactor events

* Merge main

* Fixes

* Cleanup

* Update samples and tests

* Remove unused imports

* PR feedback

* Merge main. Add properties for events to help typing

* Formatting

* Cleanup

* use builtins.type to avoid shadowing by WorkflowEvent.type attribute

* Final improvements
2026-02-06 07:47:20 +00:00
09f59b21ad Python: [BREAKING] Renamed AgentRunContext to AgentContext (#3714)
* Renamed AgentRunContext to AgentContext

* Update python/packages/core/AGENTS.md

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

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-06 06:47:51 +00:00
c609b14f63 Python: Fix GroupChat orchestrator message cleanup issue (#3712)
* Fix GroupChat orchestrator message cleanup issue

Apply clean_conversation_for_handoff to GroupChatOrchestrator and
AgentBasedGroupChatOrchestrator _handle_response methods to remove
tool-related content that causes API errors from empty messages.

Fixes #3705

* Move orchestration related files to orchestrations package.

* Fix imports

---------

Co-authored-by: alliscode <bentho@microsoft.com>
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
2026-02-06 03:50:37 +00:00
Dmytro StrukandGitHub f96772f6e8 Updated package versions (#3715) 2026-02-05 18:08:55 -08:00
Dmytro StrukandGitHub 1f8e70d7ad Python: Added internal kwargs filtering for Anthropic client (#3544)
* Added internal kwargs filtering for chat clients

* Small updates

* Reverted changes

* Small fix

* Fixed test
2026-02-05 23:34:26 +00:00
3dc59c83b5 Python: [BREAKING] Moved to a single get_response and run API (#3379)
* WIP

* big update to new ResponseStream model

* fixed tests and typing

* fixed tests and typing

* fixed tools typevar import

* fix

* mypy fix

* mypy fixes and some cleanup

* fix missing quoted names

* and client

* fix  imports agui

* fix anthropic override

* fix agui

* fix ag ui

* fix import

* fix anthropic types

* fix mypy

* refactoring

* updated typing

* fix 3.11

* fixes

* redid layering of chat clients and agents

* redid layering of chat clients and agents

* Fix lint, type, and test issues after rebase

- Add @overload decorators to AgentProtocol.run() for type compatibility
- Add missing docstring params (middleware, function_invocation_configuration)
- Fix TODO format (TD002) by adding author tags
- Fix broken observability tests from upstream:
  - Replace non-existent use_instrumentation with direct instantiation
  - Replace non-existent use_agent_instrumentation with AgentTelemetryLayer mixin
  - Fix get_streaming_response to use get_response(stream=True)
  - Add AgentInitializationError import
  - Update streaming exception tests to match actual behavior

* Fix AgentExecutionException import error in test_agents.py

- Replace non-existent AgentExecutionException with AgentRunException

* Fix test import and asyncio deprecation issues

- Add 'tests' to pythonpath in ag-ui pyproject.toml for utils_test_ag_ui import
- Replace deprecated asyncio.get_event_loop().run_until_complete with asyncio.run

* Fix azure-ai test failures

- Update _prepare_options patching to use correct class path
- Fix test_to_azure_ai_agent_tools_web_search_missing_connection to clear env vars

* Convert ag-ui utils_test_ag_ui.py to conftest.py

- Move test utilities to conftest.py for proper pytest discovery
- Update all test imports to use conftest instead of utils_test_ag_ui
- Remove old utils_test_ag_ui.py file
- Revert pythonpath change in pyproject.toml

* fix: use relative imports for ag-ui test utilities

* fix agui

* Rename Bare*Client to Raw*Client and BaseChatClient

- Renamed BareChatClient to BaseChatClient (abstract base class)
- Renamed BareOpenAIChatClient to RawOpenAIChatClient
- Renamed BareOpenAIResponsesClient to RawOpenAIResponsesClient
- Renamed BareAzureAIClient to RawAzureAIClient
- Added warning docstrings to Raw* classes about layer ordering
- Updated README in samples/getting_started/agents/custom with layer docs
- Added test for span ordering with function calling

* Fix layer ordering: FunctionInvocationLayer before ChatTelemetryLayer

This ensures each inner LLM call gets its own telemetry span, resulting in
the correct span sequence: chat -> execute_tool -> chat

Updated all production clients and test mocks to use correct ordering:
- ChatMiddlewareLayer (first)
- FunctionInvocationLayer (second)
- ChatTelemetryLayer (third)
- BaseChatClient/Raw...Client (fourth)

* Remove run_stream usage

* Fix conversation_id propagation

* Python: Add BaseAgent implementation for Claude Agent SDK (#3509)

* Added ClaudeAgent implementation

* Updated streaming logic

* Small updates

* Small update

* Fixes

* Small fix

* Naming improvements

* Updated imports

* Addressed comments

* Updated package versions

* Update Claude agent connector layering

* fix test and plugin

* Store function middleware in invocation layer

* Fix telemetry streaming and ag-ui tests

* Remove legacy ag-ui tests folder

* updates

* Remove terminate flag from FunctionInvocationContext, use MiddlewareTermination instead

- Remove terminate attribute from FunctionInvocationContext
- Add result attribute to MiddlewareTermination to carry function results
- FunctionMiddlewarePipeline.execute() now lets MiddlewareTermination propagate
- _auto_invoke_function captures context.result in exception before re-raising
- _try_execute_function_calls catches MiddlewareTermination and sets should_terminate
- Fix handoff middleware to append to chat_client.function_middleware directly
- Update tests to use raise MiddlewareTermination instead of context.terminate
- Add middleware flow documentation in samples/concepts/tools/README.md
- Fix ag-ui to use FunctionMiddlewarePipeline instead of removed create_function_middleware_pipeline

* fix: remove references to removed terminate flag in purview tests, add type ignore

* fix: move _test_utils.py from package to test folder

* fix: call get_final_response() to trigger context provider notification in streaming test

* fix: correct broken links in tools README

* docs: clarify default middleware behavior in summary table

* fix: ensure inner stream result hooks are called when using map()/from_awaitable()

* Fix mypy type errors

* Address PR review comments on observability.py

- Remove TODO comment about unconsumed streams, add explanatory note instead
- Remove redundant _close_span cleanup hook (already called in _finalize_stream)
- Clarify behavior: cleanup hooks run after stream iteration, if stream is not
  consumed the span remains open until garbage collected

* Remove gen_ai.client.operation.duration from span attributes

Duration is a metrics-only attribute per OpenTelemetry semantic conventions.
It should be recorded to the histogram but not set as a span attribute.

* Remove duration from _get_response_attributes, pass directly to _capture_response

Duration is a metrics-only attribute. It's now passed directly to _capture_response
instead of being included in the attributes dict that gets set on the span.

* Remove redundant _close_span cleanup hook in AgentTelemetryLayer

_finalize_stream already calls _close_span() in its finally block,
so adding it as a separate cleanup hook is redundant.

* Use weakref.finalize to close span when stream is garbage collected

If a user creates a streaming response but never consumes it, the cleanup
hooks won't run. Now we register a weak reference finalizer that will close
the span when the stream object is garbage collected, ensuring spans don't
leak in this scenario.

* Fix _get_finalizers_from_stream to use _result_hooks attribute

Renamed function to _get_result_hooks_from_stream and fixed it to
look for the _result_hooks attribute which is the correct name in
ResponseStream class.

* Add missing asyncio import in test_request_info_mixin.py

* Fix leftover merge conflict marker in image_generation sample

* Update integration tests

* Fix integration tests: increase max_iterations from 1 to 2

Tests with tool_choice options require at least 2 iterations:
1. First iteration to get function call and execute the tool
2. Second iteration to get the final text response

With max_iterations=1, streaming tests would return early with only
the function call/result but no final text content.

* Fix duplicate function call error in conversation-based APIs

When using conversation_id (for Responses/Assistants APIs), the server
already has the function call message from the previous response. We
should only send the new function result message, not all messages
including the function call which would cause a duplicate ID error.

Fix: When conversation_id is set, only send the last message (the tool
result) instead of all response.messages.

* Add regression test for conversation_id propagation between tool iterations

Port test from PR #3664 with updates for new streaming API pattern.
Tests that conversation_id is properly updated in options dict during
function invocation loop iterations.

* Fix tool_choice=required to return after tool execution

When tool_choice is 'required', the user's intent is to force exactly one
tool call. After the tool executes, return immediately with the function
call and result - don't continue to call the model again.

This fixes integration tests that were failing with empty text responses
because with tool_choice=required, the model would keep returning function
calls instead of text.

Also adds regression tests for:
- conversation_id propagation between tool iterations (from PR #3664)
- tool_choice=required returns after tool execution

* Document tool_choice behavior in tools README

- Add table explaining tool_choice values (auto, none, required)
- Explain why tool_choice=required returns immediately after tool execution
- Add code example showing the difference between required and auto
- Update flow diagram to show the early return path for tool_choice=required

* Fix tool_choice=None behavior - don't default to 'auto'

Remove the hardcoded default of 'auto' for tool_choice in ChatAgent init.
When tool_choice is not specified (None), it will now not be sent to the
API, allowing the API's default behavior to be used.

Users who want tool_choice='auto' can still explicitly set it either in
default_options or at runtime.

Fixes #3585

* Fix tool_choice=none should not remove tools

In OpenAI Assistants client, tools were not being sent when
tool_choice='none'. This was incorrect - tool_choice='none' means
the model won't call tools, but tools should still be available
in the request (they may be used later in the conversation).

Fixes #3585

* Add test for tool_choice=none preserving tools

Adds a regression test to ensure that when tool_choice='none' is set but
tools are provided, the tools are still sent to the API. This verifies
the fix for #3585.

* Fix tool_choice=none should not remove tools in all clients

Apply the same fix to OpenAI Responses client and Azure AI client:
- OpenAI Responses: Remove else block that popped tool_choice/parallel_tool_calls
- Azure AI: Remove tool_choice != 'none' check when adding tools

When tool_choice='none', the model won't call tools, but tools should
still be sent to the API so they're available for future turns.

Also update README to clarify tool_choice=required supports multiple tools.

Fixes #3585

* Keep tool_choice even when tools is None

Move tool_choice processing outside of the 'if tools' block in OpenAI
Responses client so tool_choice is sent to the API even when no tools
are provided.

* Update test to match new parallel_tool_calls behavior

Changed test_prepare_options_removes_parallel_tool_calls_when_no_tools to
test_prepare_options_preserves_parallel_tool_calls_when_no_tools to reflect
that parallel_tool_calls is now preserved even when no tools are present,
consistent with the tool_choice behavior.

* Fix ChatMessage API and Role enum usage after rebase

- Update ChatMessage instantiation to use keyword args (role=, text=, contents=)
- Fix Role enum comparisons to use .value for string comparison
- Add created_at to AgentResponse in error handling
- Fix AgentResponse.from_updates -> from_agent_run_response_updates
- Fix DurableAgentStateMessage.from_chat_message to convert Role enum to string
- Add Role import where needed

* Fix additional ChatMessage API and method name changes

- Fix ChatMessage usage in workflow files (use text= instead of contents= for strings)
- Fix AgentResponse.from_updates -> from_agent_run_response_updates in workflow files
- Fix test files for ChatMessage and Role enum usage

* Fix remaining ChatMessage API usage in test files

* Fix more ChatMessage and Role API changes in source and test files

- Fix ChatMessage in _magentic.py replan method
- Fix Role enum comparison in test assertions
- Fix remaining test files with old ChatMessage syntax

* Fix ChatMessage and Role API changes across packages

- Add Role import where missing
- Fix ChatMessage signature: positional args to keyword args (role=, text=, contents=)
- Fix Role enum comparisons: .role.value instead of .role string
- Fix FinishReason enum usage in ag-ui event converters
- Rename AgentResponse.from_updates to from_agent_run_response_updates in ag-ui

Fixes API compatibility after Types API Review improvements merge

* Fix ChatMessage and Role API changes in github_copilot tests

* Fix ChatMessage and Role API changes in redis and github_copilot packages

- Fix redis provider: Role enum comparison using .value
- Fix redis tests: ChatMessage signature and Role comparisons
- Fix github_copilot tests: ChatMessage signature and Role comparisons
- Update docstring examples in redis chat message store

* Fix ChatMessage and Role API changes in devui package

- Fix executor: ChatMessage signature change
- Fix conversations: Role enum to string conversion in two places
- Fix tests: ChatMessage signatures and Role comparisons

* Fix ChatMessage and Role API changes in a2a and lab packages

- Fix a2a tests: Role comparisons and ChatMessage signatures
- Fix lab tau2 source: Role enum comparison in flip_messages, log_messages, sliding_window
- Fix lab tau2 tests: ChatMessage signatures and Role comparisons

* Remove duplicate test files from ag-ui/tests (tests are in ag_ui_tests)

* Fix ChatMessage and Role API changes across packages

After rebasing on upstream/main which merged PR #3647 (Types API Review
improvements), fix all packages to use the new API:

- ChatMessage: Use keyword args (role=, text=, contents=) instead of
  positional args
- Role: Compare using .value attribute since it's now an enum

Packages fixed:
- ag-ui: Fixed Role value extraction bugs in _message_adapters.py
- anthropic: Fixed ChatMessage and Role comparisons in tests
- azure-ai: Fixed Role comparison in _client.py
- azure-ai-search: Fixed ChatMessage and Role in source/tests
- bedrock: Fixed ChatMessage signatures in tests
- chatkit: Fixed ChatMessage and Role in source/tests
- copilotstudio: Fixed ChatMessage and Role in tests
- declarative: Fixed ChatMessage in _executors_agents.py
- mem0: Fixed ChatMessage and Role in source/tests
- purview: Fixed ChatMessage in source/tests

* Fix mypy errors for ChatMessage and Role API changes

- durabletask: Use str() fallback in role value extraction
- core: Fix ChatMessage in _orchestrator_helpers.py to use keyword args
- core: Add type ignore for _conversation_state.py contents deserialization
- ag-ui: Fix type ignore comments (call-overload instead of arg-type)
- azure-ai-search: Fix get_role_value type hint to accept Any
- lab: Move get_role_value to module level with Any type hint

* Improve CI test timeout configuration

- Increase job timeout from 10 to 15 minutes
- Reduce per-test timeout to 60s (was 900s/300s)
- Add --timeout_method thread for better timeout handling
- Add --timeout-verbose to see which tests are slow
- Reduce retries from 3 to 2 and delay from 10s to 5s

This ensures individual test timeouts are shorter than the job
timeout, providing better visibility when tests hang.

With 60s timeout and 2 retries, worst case per test is ~180s.

* Fix ChatMessage API usage in docstrings and source

- Fix ChatMessage positional args in docstrings: _serialization.py, _threads.py, _middleware.py
- Fix ChatMessage in tau2 runner.py
- Fix role comparison in _orchestrator_helpers.py to use .value
- Fix role comparison in _group_chat.py docstring example
- Fix role assertions in test_durable_entities.py to use .value

* Revert tool_choice/parallel_tool_calls changes - must be removed when no tools

OpenAI API requires tool_choice and parallel_tool_calls to only be
present when tools are specified. Restored the logic that removes
these options when there are no tools.

- Restored check in _chat_client.py to remove tool_choice and
  parallel_tool_calls when no tools present
- Restored same logic in _responses_client.py
- Reverted test to expect the correct behavior

* fixed issue in tests

* fix: resolve merge conflict markers in ag-ui tests

* fix: restructure ag-ui tests and fix Role/FinishReason to use string types

* fix: streaming function invocation and middleware termination

- Refactor streaming function invocation to use get_final_response() on inner streams
- Fix MiddlewareTermination to accept result parameter for passing results
- Fix _AutoHandoffMiddleware to use MiddlewareTermination instead of context.terminate
- Fix AgentMiddlewareLayer.run() to properly forward function/chat middleware
- Remove duplicate middleware registration in AgentMiddlewareLayer.__init__
- Fix exception handling in _auto_invoke_function to properly capture termination
- Fix mypy errors in core package
- Update tests to use stream=True parameter for unified run API

* fix all tests command

* Refactor integration tests to use pytest fixtures

- Merge testutils.py into conftest.py for azurefunctions integration tests
- Merge dt_testutils.py into conftest.py for durabletask integration tests
- Convert all integration tests to use fixtures instead of direct imports
  (fixes ModuleNotFoundError with --import-mode=importlib)
- Add sample_helper fixture for azurefunctions tests
- Add agent_client_factory and orchestration_helper fixtures for durabletask
- Integration tests now skip with descriptive messages when services unavailable
- Restructure devui tests into tests/devui/ with proper conftest.py
- Add test organization guidelines to CODING_STANDARD.md
- Remove __init__.py from test directories per pytest best practices

* Fix pytest_collection_modifyitems to only skip integration tests

The hook was skipping all tests in the test session, not just
integration tests. Now it only skips items in the integration_tests
directory.

* Fix mem0 tests failing on Python 3.13

Use patch.object on the imported module instead of @patch with string
path to ensure the mock takes effect regardless of import timing.

* fix mem0

* another attempt for mem0

* fix for mem0

* fix mem0

* Increase worker initialization wait time in durabletask tests

Increase from 2 to 8 seconds to allow time for:
- Python startup and module imports
- Azure OpenAI client creation
- Agent registration with DTS worker
- Worker connection to DTS

This helps prevent test failures in CI where the first tests may run
before the worker is fully ready to process requests.

* Fix streaming test to use ResponseStream with finalizer

The _consume_stream method now expects a ResponseStream that can provide
a final AgentResponse via get_final_response(). Update the test to use
ResponseStream with AgentResponse.from_updates as the finalizer.

* Fix MockToolCallingAgent to use new ResponseStream API and update samples

* small updates to run_stream to run

* fix sub workflow

* temp fix for az func test

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
2026-02-05 20:09:58 +00:00
Tao ChenandGitHub d1205896a1 Fix subworkflow duplicate request info events (#3689) 2026-02-05 16:51:04 +00:00
ec82ed15d2 .NET: [BREAKING] Provide agent and session to AIContextProvider & ChatHistoryProvider (#3695)
* Add a StateBag to AgentSession and pass Agent and AgentSession to AIContextProvider and ChatHistoryProviders

* Remove statebag code from this branch, to get the refactoring out of the way first

* Apply suggestion from @rogerbarreto

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

* Apply suggestion from @westey-m

* Apply suggestion from @westey-m

---------

Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2026-02-05 15:58:41 +00:00
Roger BarretoGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
2b66ca03b2 .NET: Fix Error 404 Agent Hosted MCP (#3678)
* Initial plan

* Fix issue #3195: Handle empty Version and ID in Azure AI agent responses

This fix addresses the issue where hosted MCP agents (like AgentWithHostedMCP)
fail with "ID cannot be null or empty (Parameter 'id')" error when deployed
to Azure AI Foundry.

Changes:
- Add CreateAgentReference helper method in AzureAIProjectChatClient that defaults
  empty version to "latest"
- Update CreateChatClientAgentOptions to generate a fallback ID from name and version
  when AgentVersion.Id is null or empty
- Add GetAgentVersionResponseJsonWithEmptyVersion and GetAgentResponseJsonWithEmptyVersion
  test data methods
- Add unit tests for empty version handling scenarios

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Address code review feedback: improve documentation and test comments

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Address PR review: Use IsNullOrWhiteSpace and add whitespace unit tests

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
2026-02-05 13:39:59 +00:00
westeyandGitHub aa88195dcd .NET: [BREAKING] Remove UserInputRequests property (#3682)
* Remove UserInputRequests property

* Fix formatting issue.
2026-02-05 12:07:07 +00:00
Eduard van ValkenburgandGitHub eaad042241 .NET: Python: Add AGENTS.md files and update coding standards (#3644)
* Add AGENTS.md files and update coding standards for Python

- Add root python/AGENTS.md with project structure and package links
- Add AGENTS.md for each package describing purpose and main classes
- Update .github/copilot-instructions.md with improved structure
- Update python/CODING_STANDARD.md with API review guidance:
  - Future annotations convention (#3578)
  - TypeVar naming convention (#3594)
  - Mapping vs MutableMapping (#3577)
  - Avoid shadowing built-ins (#3583)
  - Explicit exports (#3605)
  - Exception documentation guidelines (#3410)
- Simplify python/.github/instructions/python.instructions.md to reference AGENTS.md
- Remove AGENTS.md from .gitignore

* Fix purview import path in AGENTS.md

* Address PR review comments and restructure instructions

- Slim down .github/copilot-instructions.md to reference language-specific docs
- Add ADR section explaining templates and purpose
- Create dotnet/AGENTS.md with .NET-specific build commands, conventions, and sample guidance
- Update Python build/test instructions for core vs isolated changes
- Fix Microsoft.Extensions.AI package references
- Update kwargs guidance per issue #3642
- Fix Python sample helper placement (top, not bottom)
- Document new 'typing' poe task in DEV_SETUP.md

* Add 'typing' poe task to run both pyright and mypy

* Add kwargs guidelines from issue #3642 to CODING_STANDARD.md

* Clarify that connector packages pull in core as dependency
2026-02-05 10:27:46 +00:00
de80543302 .NET: Adding AgentRunContext to allow accessing agent run info in external downstream components (#3476)
* Add an AsyncLocal AgentRunContext

* Update AgentRunContext session naming

* Make AgentRunContext readonly and add ADR

* Make session nullable and add unit tests

* Add unit tests for setting the context in AIAgent

* Apply suggestions from code review

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

* Fix sample in ADR

* Fix broken unit test

* Add unit test for checking if middleware can access AgentRunContext

* Fix build error after merge.

* Fix AgentRunContextTests after merge from main

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-05 09:45:24 +00:00
Dineshsuriya DandGitHub 9e51e2f0bc Python: fix(claude): handle API errors in run_stream() method (#3653)
* fix(claude): handle API errors in run_stream() method

- Import AssistantMessage and TextBlock from claude_agent_sdk
- Check AssistantMessage.error and raise ServiceException with descriptive message
- Check ResultMessage.is_error and raise ServiceException with error details
- Add tests for error handling in run_stream()

Fixes #3652

* fix: add defensive check for message.content before iterating

Address PR review feedback - add null check for message.content to prevent
potential AttributeError if content is None.

* chore: refresh uv.lock

* chore: fix import sorting

* chore: refresh uv.lock
2026-02-05 05:40:32 +00:00
Evan MattsonandGitHub 0daa7700c6 [BREAKING] Python: Move orchestrations to dedicated package (#3685)
* Move orchestrations to dedicated package

* Merge main

* Fix markdown links

* Fix links
2026-02-05 03:05:13 +00:00
Evan MattsonandGitHub 10afb86213 [BREAKING] Python: Refactor SharedState to State with sync methods and superstep caching (#3667)
* Refactor SharedState to State with sync methods and superstep caching

* Fixes

* Address PR feedback

* Remove dead links

* Fix lab test import
2026-02-05 01:42:52 +00:00
Evan MattsonandGitHub 4e25917644 Python: Fix AG-UI message handling and MCP tool double-call bug (#3635)
* AG-UI bug fixes

* Fixes

* Fixes

* Revert human_in_the_loop_agent.py changes

* Address copilot feedback

* PR feedback addressed
2026-02-05 00:52:19 +00:00
a971d24f1e [BREAKING] Python: Fix workflow as agent streaming output (#3649)
* WIP: with_output_from

* Add with_output_from to other modules; next: workflow as agent

* WIP: remove agent run events

* orchestrations

* WIP: update samples; next start at guessing_game_With_human_input.py

* Update all samples

* WIP: consolidate workflow as agent streaming vs non-streaming

* Consolidate workflow as agent streaming vs non-streaming

* Move request info event processing to a share method

* Final pass on the samples

* Fix mypy

* Fix mypy

* Comments

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
2026-02-05 00:16:45 +00:00
907654a489 [BREAKING] Obsoleting ReflectingExecutor in favor of source gen (#3380)
* Initial working version with tests.

* Updates to validate class data once instead of for each handler method. Also updated Diagnostics Ids to format of MAFGENWF{NUM}

* Formatting and trying to fix generation project pack.

* Another atempt at getting the genrators project to build.

* More attempts to fix generator build and pack.

* Fixing file encodings.

* Initail round of cleanup.

* Trying to fix packing.

* Still trying to fix pipeline pack.

* Remove obsolescence markers, sample updates, and docs from generator branch.

This commit separates the generator core functionality from the
deprecation of ReflectingExecutor. The removed changes will be
re-added in a dependent branch (wf-obsolete-reflector).

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Mark ReflectingExecutor and IMessageHandler as obsolete.

This commit deprecates the reflection-based handler discovery approach
in favor of the new [MessageHandler] attribute with source generation.

Changes:
- Add [Obsolete] to ReflectingExecutor<T>, IMessageHandler<T>, IMessageHandler<T,R>
- Add #pragma to suppress warnings in internal reflection code
- Update Concurrent sample to use new [MessageHandler] pattern
- Add Directory.Build.props for samples to include generator
- Add documentation files explaining the migration

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Obsoleteing Reflector-based workflow code generation in favor of Source Generators and updating some samples to use new pattern.

This commit deprecates the reflection-based handler discovery approach
in favor of the new [MessageHandler] attribute with source generation.

Changes:
- Add [Obsolete] to ReflectingExecutor<T>, IMessageHandler<T>, IMessageHandler<T,R>
- Add #pragma to suppress warnings in internal reflection code
- Update Concurrent sample to use new [MessageHandler] pattern
- Add Directory.Build.props for samples to include generator
- Add documentation files explaining the migration

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Cleaning up temporary design and progress files.

---------

Co-authored-by: alliscode <bentho@microsoft.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
2026-02-04 20:07:43 +00:00
westeyandGitHub 5e565dbec0 Rename 3rdPartyThreadStorage sample to 3rdPartyChatHistoryStorage (#3643) 2026-02-04 18:58:22 +00:00
westeyandGitHub a2d1e69652 .NET: [BREAKING] Rename session state json param (#3681)
* Rename session state json param to ensure consistency

* Fix merge failures and PR comments.
2026-02-04 18:54:10 +00:00
CopilotGitHubrogerbarretocopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
de78348d76 .NET: Add .NET Anthropic Claude Skills sample (#3497)
* Initial plan

* Add Claude Skills sample and integration tests for Anthropic

- Add Agent_Anthropic_Step04_UsingSkills sample demonstrating pptx skill usage
- Add integration tests for skills functionality
- Update README.md with new sample reference
- Update solution file to include new sample project

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Simplify Anthropic Skills sample with AsAITool and add file download

* Remove excessive comments from integration tests

* Update README with correct model name and syntax

* Fix Anthropic SDK 12.3.0 API changes: APIKey->ApiKey, SkillListPageResponse->SkillListPage, Data->Items

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
2026-02-04 17:49:49 +00:00
CopilotGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>rogerbarreto
e8902c0d11 .NET: Improve unit test coverage for Microsoft.Agents.AI.Abstractions (#3381)
* Initial plan

* Add unit tests to improve coverage for Microsoft.Agents.AI.Abstractions

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Fix file encoding and naming rule violation in new test files

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Remove ChatMessageStoreExtensionsTests.cs to avoid duplication with Wesley's work

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Fix AgentThread to AgentSession rename in unit tests

Update MockAgentWithName in AIAgentTests.cs and DelegatingAIAgentTests.cs
to use the renamed AgentSession class and corresponding methods:
- AgentThread -> AgentSession
- GetNewThreadAsync -> GetNewSessionAsync
- DeserializeThreadAsync -> DeserializeSessionAsync
- thread parameter -> session parameter

* Fix: Rename GetNewSessionAsync to CreateSessionAsync to match API changes

* Fix: Add SerializeSession override and remove async from DeserializeSessionAsync

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
2026-02-04 17:43:31 +00:00
westeyandGitHub 6255abd687 .NET: [BREAKING] Move AgentSession.Serialize to AIAgent (#3650)
* Move AgentSession.Serialize to AIAgent

* Address PR comments.

* Improve code and fix unit test

* Update test agents to return a default json element instead of throwing where the the result of the serialization is never used.

* Update further tests to actually serialize the session
2026-02-04 15:52:15 +00:00
Evan MattsonandGitHub d742364d81 Fix workflow cancellation not propagating to active executors (#3663) 2026-02-04 15:29:29 +00:00
Evan MattsonandGitHub 2c2800aad4 Python: Adjust workflows TypeVars from prefix to suffix naming convention (#3661)
* Adjust workflows TypeVars from prefix to suffix naming convention

* Adjust shared state import

* Fix MCP tool kwargs serialization bug
2026-02-04 11:07:23 +00:00
Eduard van ValkenburgandGitHub 838a7fd61d Python: [BREAKING] Types API Review improvements (#3647)
* Replace Role and FinishReason classes with NewType + Literal

- Remove EnumLike metaclass from _types.py
- Replace Role class with NewType('Role', str) + RoleLiteral
- Replace FinishReason class with NewType('FinishReason', str) + FinishReasonLiteral
- Update all usages across codebase to use string literals
- Remove .value access patterns (direct string comparison now works)
- Add backward compatibility for legacy dict serialization format
- Update tests to reflect new string-based types

Addresses #3591, #3615

* Simplify ChatResponse and AgentResponse type hints (#3592)

- Remove overloads from ChatResponse.__init__
- Remove text parameter from ChatResponse.__init__
- Remove | dict[str, Any] from finish_reason and usage_details params
- Remove **kwargs from AgentResponse.__init__
- Both now accept ChatMessage | Sequence[ChatMessage] | None for messages
- Update docstrings and examples to reflect changes
- Fix tests that were using removed kwargs
- Fix Role type hint usage in ag-ui utils

* Remove text parameter from ChatResponseUpdate and AgentResponseUpdate (#3597)

- Remove text parameter from ChatResponseUpdate.__init__
- Remove text parameter from AgentResponseUpdate.__init__
- Remove **kwargs from both update classes
- Simplify contents parameter type to Sequence[Content] | None
- Update all usages to use contents=[Content.from_text(...)] pattern
- Fix imports in test files
- Update docstrings and examples

* Rename from_chat_response_updates to from_updates (#3593)

- ChatResponse.from_chat_response_updates → ChatResponse.from_updates
- ChatResponse.from_chat_response_generator → ChatResponse.from_update_generator
- AgentResponse.from_agent_run_response_updates → AgentResponse.from_updates

* Remove try_parse_value method from ChatResponse and AgentResponse (#3595)

- Remove try_parse_value method from ChatResponse
- Remove try_parse_value method from AgentResponse
- Remove try_parse_value calls from from_updates and from_update_generator methods
- Update samples to use try/except with response.value instead
- Update tests to use response.value pattern
- Users should now use response.value with try/except for safe parsing

* Add agent_id to AgentResponse and clarify author_name documentation (#3596)

- Add agent_id parameter to AgentResponse class
- Document that author_name is on ChatMessage objects, not responses
- Update ChatResponse docstring with author_name note
- Update AgentResponse docstring with author_name note

* Simplify ChatMessage.__init__ signature (#3618)

- Make contents a positional argument accepting Sequence[Content | str]
- Auto-convert strings in contents to TextContent
- Remove overloads, keep text kwarg for backward compatibility with serialization
- Update _parse_content_list to handle string items
- Update all usages across codebase to use new format: ChatMessage("role", ["text"])

* Allow Content as input on run and get_response

- Update prepare_messages and normalize_messages to accept Content
- Update type signatures in _agents.py and _clients.py
- Add tests for Content input handling

* Fix ChatMessage usage across packages and samples

Update all remaining ChatMessage(role=..., text=...) to use new
ChatMessage('role', ['text']) signature.

* Fix Role string usage and response format parsing

- Fix redis provider: remove .value access on string literals
- Fix durabletask ensure_response_format: set _response_format before accessing .value

* Fix ollama .value and ai_model_id issues, handle None in content list

- Fix ollama _chat_client: remove .value on string literals
- Fix ollama _chat_client: rename ai_model_id to model_id
- Fix _parse_content_list: skip None values gracefully

* Fix A2AAgent type signature to include Content

* Fix Role/FinishReason NewType dict annotations and improve test coverage to 95%

* Fix mypy errors for Role/FinishReason NewType usage

* Fix Role.TOOL and Role.ASSISTANT usage in _orchestrator_helpers.py

* Fix Role NewType usage in durabletask _models.py
2026-02-04 10:13:23 +00:00
Evan MattsonGitHubCopilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
ef798629e5 Potential fix for code scanning alert no. 49: Clear-text logging of sensitive information (#3573)
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
2026-02-04 06:57:08 +00:00
5c6cf4fc92 Python: fix(claude): preserve $defs in JSON schema for nested Pydantic models (#3655)
* fix(claude): preserve $defs in JSON schema for nested Pydantic models

- Preserve $defs section from Pydantic JSON schema when converting FunctionTool to SDK MCP tool
- This fixes tools with nested Pydantic models that use $ref references
- Add test for nested type schema preservation

Fixes #3654

* Adjust shared state import

* Fix MCP tool kwargs serialization bug

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
2026-02-04 06:34:26 +00:00
06d43ee130 Fix: Skip model_deployment_name validation for application endpoints (#3621)
Co-authored-by: Ravindu Prasath <ravindu.prasath@ifs.com>
2026-02-04 02:34:50 +00:00
CopilotGitHubmoonbox3copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
96d3f2a55e Python: Fix broken Content API imports in Python samples (#3639)
* Initial plan

* Fix broken import paths for Content API in all Python sample files

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

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>
2026-02-03 22:48:26 +00:00
Evan MattsonandGitHub f56218fa1e Python: Add explicit input, output, and workflow_output parameters to @handler, @executor and request_info (#3472)
* Support specifying types via handler and executor decorators

* Add handling for string types

* Fix typing

* Address PR feedback

* All or nothing for handler typing approach

* Fix mypy issues

* type support for request info

* Fix naming issue

* Fix mypy
2026-02-03 22:47:40 +00:00
Evan MattsonandGitHub 8d939f8ffa Fix AzureAIClient dropping agent instructions (Responses API) (#3636) 2026-02-03 14:39:44 +00:00
westeyandGitHub 6fdf6111e6 .NET: [BREAKING] Rename GetNewSession to CreateSession (#3501)
* Rename GetNewSession to CreateSession

* Address copilot feedback

* Suppress warning

* Suppress warning

* Fix further warnings.
2026-02-03 11:33:50 +00:00
Giles OdigweandGitHub 405bd6fb4b Python: Filter response_format from MCP tool call kwargs (#3494)
* Filter response_format from MCP tool call kwargs

* added tests
2026-02-03 07:15:50 +00:00
Dmytro StrukandGitHub 73033c300f Python: Updated instructions/system_message logic in GitHub Copilot agent (#3625)
* Updated instructions handling

* Small improvement

* Included runtime options in session creation logic
2026-02-03 05:40:35 +00:00
Dmytro StrukandGitHub 98cd72839e Update readme (#3576)
* Updated README.md

* More updates
2026-02-02 16:24:31 +00:00
Evan MattsonandGitHub 184ee9d518 Fix AzureAIAgentClient dropping agent instructions in sequential workflows (#3563)
In _prepare_options(), the 'instructions' key was excluded from run_options
but never re-added. This caused instructions passed via as_agent(instructions=...)
to be silently dropped, making agents in sequential workflows ignore their
configured instructions.

Fixes #3507
2026-02-01 09:05:35 +00:00
Rishabh ChawlaandGitHub 2f7250fe0f Python: Add tests to Purview Package (#3513)
* Add tests to increase code coverage

* Add tests to increase code coverage
2026-01-30 23:08:39 +00:00
Dmytro StrukandGitHub 493891620d Python: Replaced obsolete create_response method in samples (#3542)
* Replaced obsolete create_response method in samples

* Addressed PR comments
2026-01-30 22:22:00 +00:00
Giles OdigweandGitHub f3e0be9555 Python: Disable mem0 telemetry by default (#3506)
* disable mem0 telemetry by default

* test fix

* addressed comments
2026-01-30 21:17:52 +00:00
Dmytro StrukandGitHub 8b475afe17 Python: Add BaseAgent implementation for Claude Agent SDK (#3509)
* Added ClaudeAgent implementation

* Updated streaming logic

* Small updates

* Small update

* Fixes

* Small fix

* Naming improvements

* Updated imports

* Addressed comments

* Updated package versions
2026-01-30 18:11:41 +00:00
Tao ChenandGitHub 0fcf075ea7 Python: Add sample on how to share a thread between agents in a workflow (#3405)
* Add sample on how to share a thread between agents in a workflow

* Fix sample

* Fix formatting

* Comments

* comment
2026-01-30 18:07:58 +00:00
ff7041b990 .NET: Workflows - Support fidelity when converting to and from ChatMessage in declarative workflows (#3505)
* Builds locally and tests pass

* Fix typo

* Updated

* Updated

* Fixed tests failing on net472 but not on dotnet10

---------

Co-authored-by: Chris Rickman <crickman@microsoft.com>
2026-01-30 17:14:24 +00:00
CopilotGitHubrogerbarretocopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
924211a518 .Net: Update Anthropic and Anthropic.Foundry package versions (#3517)
* Initial plan

* Update Anthropic packages to v12.3.0 and Anthropic.Foundry to v0.4.1

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Fix AnthropicClient not being disposed in sample

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
2026-01-30 16:48:19 +00:00
Laveesh RohraandGitHub cd7661bbb7 Python: Fix dependencies for durabletask (#3493)
* Fix dependencies

* Use local packages

* fix typing
2026-01-30 16:38:49 +00:00
Tao ChenandGitHub 0a0de4ac21 Python: Add coverage threshold gate for PR checks (#3392) (#3510)
* Python: Add coverage threshold gate for PR checks (#3392)

- Add python-check-coverage.py script to enforce coverage threshold on specific modules
- Modify python-test-coverage.yml to run coverage check after tests
- Initial enforced module: agent_framework_azure_ai at 85% threshold
- Other modules are reported for visibility but don't block merges

* Fail if module not found

* Force unit test job to run

* Comment 1

* Fix coverage check to use full package paths for submodule support

* Update report format
2026-01-29 23:58:52 +00:00
Shyju KrishnankuttyandGitHub 96f30bdf57 .NET: Consolidate durable agent samples into Durable/Agents folder (#3471)
* Durable samples reorganization.

* Add local.settings.json

* Fix broken link in samples root markdown file.

* Add a link for console app samples.

* Fixed samples path in integration test.

* Fix consols app test path.
2026-01-29 23:15:14 +00:00
Giles OdigweandGitHub e5cddecf04 Python: Add core types and agents unit tests (#3470)
* Add core types and agents unit tests to improve coverage (#3356)

* Address PR comments: move imports to top, fix naming (schema->scheme)

* fix failing test

* improved agents coverage
2026-01-29 19:50:13 +00:00
Giles OdigweandGitHub 81a317714f Python: Add core utilities unit tests (#3487)
* Add core utilities unit tests to improve coverage (#3356)

* Address PR comments: remove redundant imports and fix misleading test

* Refactor tests to use module-level mock class instead of inline classes

* Remove unnecessary tests for trivial base class implementations

* Restore base class tests with module-level helper class
2026-01-29 18:35:00 +00:00
Giles OdigweandGitHub d418794b1e Python: Add observability unit tests to improve coverage (#3469)
* Add observability unit tests to improve coverage from 72% to 86% (#3356)

* Address PR review comments for observability tests
2026-01-29 18:33:39 +00:00
Giles OdigweandGitHub f6c4e078ec Python: Improved AzureAI Package Test Coverage (#3452)
* improved azureai test coverage

* small fix

* fix failing tests
2026-01-29 18:32:53 +00:00
Laveesh RohraandGitHub 474b31393d Update durabletask package (#3492) 2026-01-28 21:41:37 +00:00
Eduard van ValkenburgandGitHub 1226828ec2 Python: added generic types to ChatOptions and ChatResponse/AgentResponse for Response Format (#3305)
* added generic types to ChatOptions and ChatResponse/AgentResponse for response format

* fix typevar import

* fix for older python versions

* fix missing import

* fixed imports

* fixed mypy

* mypy fix
2026-01-28 21:23:02 +00:00
1237 changed files with 61755 additions and 46341 deletions
+11 -61
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@@ -1,69 +1,19 @@
# GitHub Copilot Instructions
This repository contains both Python and C# code.
All python code resides under the `python/` directory.
All C# code resides under the `dotnet/` directory.
Microsoft Agent Framework - a multi-language framework for building, orchestrating, and deploying AI agents.
The purpose of the code is to provide a framework for building AI agents.
## Repository Structure
When contributing to this repository, please follow these guidelines:
- `python/` - Python implementation → see [python/AGENTS.md](../python/AGENTS.md)
- `dotnet/` - C#/.NET implementation → see [dotnet/AGENTS.md](../dotnet/AGENTS.md)
- `docs/` - Design documents and architectural decision records
## C# Code Guidelines
## Architectural Decision Records (ADRs)
Here are some general guidelines that apply to all code.
ADRs in `docs/decisions/` capture significant design decisions and their rationale. They document considered alternatives, trade-offs, and the reasoning behind choices.
- The top of all *.cs files should have a copyright notice: `// Copyright (c) Microsoft. All rights reserved.`
- All public methods and classes should have XML documentation comments.
- After adding, modifying or deleting code, run `dotnet build`, and then fix any reported build errors.
- After adding or modifying code, run `dotnet format` to automatically fix any formatting errors.
**Templates:**
- `adr-template.md` - Full template with detailed sections
- `adr-short-template.md` - Abbreviated template for simpler decisions
### C# Sample Code Guidelines
Sample code is located in the `dotnet/samples` directory.
When adding a new sample, follow these steps:
- The sample should be a standalone .net project in one of the subdirectories of the samples directory.
- The directory name should be the same as the project name.
- The directory should contain a README.md file that explains what the sample does and how to run it.
- The README.md file should follow the same format as other samples.
- The csproj file should match the directory name.
- The csproj file should be configured in the same way as other samples.
- The project should preferably contain a single Program.cs file that contains all the sample code.
- The sample should be added to the solution file in the samples directory.
- The sample should be tested to ensure it works as expected.
- A reference to the new samples should be added to the README.md file in the parent directory of the new sample.
The sample code should follow these guidelines:
- Configuration settings should be read from environment variables, e.g. `var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");`.
- Environment variables should use upper snake_case naming convention.
- Secrets should not be hardcoded in the code or committed to the repository.
- The code should be well-documented with comments explaining the purpose of each step.
- The code should be simple and to the point, avoiding unnecessary complexity.
- Prefer inline literals over constants for values that are not reused. For example, use `new ChatClientAgent(chatClient, instructions: "You are a helpful assistant.")` instead of defining a constant for "instructions".
- Ensure that all private classes are sealed
- Use the Async suffix on the name of all async methods that return a Task or ValueTask.
- Prefer defining variables using types rather than var, to help users understand the types involved.
- Follow the patterns in the samples in the same directories where new samples are being added.
- The structure of the sample should be as follows:
- The top of the Program.cs should have a copyright notice: `// Copyright (c) Microsoft. All rights reserved.`
- Then add a comment describing what the sample is demonstrating.
- Then add the necessary using statements.
- Then add the main code logic.
- Finally, add any helper methods or classes at the bottom of the file.
### C# Unit Test Guidelines
Unit tests are located in the `dotnet/tests` directory in projects with a `.UnitTests.csproj` suffix.
Unit tests should follow these guidelines:
- Use `this.` for accessing class members
- Add Arrange, Act and Assert comments for each test
- Ensure that all private classes, that are not subclassed, are sealed
- Use the Async suffix on the name of all async methods
- Use the Moq library for mocking objects where possible
- Validate that each test actually tests the target behavior, e.g. we should not have tests that creates a mock, calls the mock and then verifies that the mock was called, without the target code being involved. We also shouldn't have tests that test language features, e.g. something that the compiler would catch anyway.
- Avoid adding excessive comments to tests. Instead favour clear easy to understand code.
- Follow the patterns in the unit tests in the same project or classes to which new tests are being added
When proposing architectural changes, create an ADR to capture options considered and the decision rationale. See [docs/decisions/README.md](../docs/decisions/README.md) for the full process.
+266
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@@ -0,0 +1,266 @@
#!/usr/bin/env python3
# Copyright (c) Microsoft. All rights reserved.
"""Check Python test coverage against threshold for enforced modules.
This script parses a Cobertura XML coverage report and enforces a minimum
coverage threshold on specific modules. Non-enforced modules are reported
for visibility but don't block the build.
Usage:
python python-check-coverage.py <coverage-xml-path> <threshold>
Example:
python python-check-coverage.py python-coverage.xml 85
"""
import sys
import xml.etree.ElementTree as ET
from dataclasses import dataclass
# =============================================================================
# ENFORCED MODULES CONFIGURATION
# =============================================================================
# Add or remove modules from this set to control which packages must meet
# the coverage threshold. Only these modules will fail the build if below
# threshold. Other modules are reported for visibility only.
#
# Module paths should match the package paths as they appear in the coverage
# report (e.g., "packages.azure-ai.agent_framework_azure_ai" for packages/azure-ai).
# Sub-modules can be included by specifying their full path.
# =============================================================================
ENFORCED_MODULES: set[str] = {
"packages.azure-ai.agent_framework_azure_ai",
# Add more modules here as coverage improves:
# "packages.core.agent_framework",
# "packages.core.agent_framework._workflows",
# "packages.anthropic.agent_framework_anthropic",
}
@dataclass
class PackageCoverage:
"""Coverage data for a single package."""
name: str
line_rate: float
branch_rate: float
lines_valid: int
lines_covered: int
branches_valid: int
branches_covered: int
@property
def line_coverage_percent(self) -> float:
"""Return line coverage as a percentage."""
return self.line_rate * 100
@property
def branch_coverage_percent(self) -> float:
"""Return branch coverage as a percentage."""
return self.branch_rate * 100
def parse_coverage_xml(xml_path: str) -> tuple[dict[str, PackageCoverage], float, float]:
"""Parse Cobertura XML and extract per-package coverage data.
Args:
xml_path: Path to the Cobertura XML coverage report.
Returns:
A tuple of (packages_dict, overall_line_rate, overall_branch_rate).
"""
tree = ET.parse(xml_path)
root = tree.getroot()
# Get overall coverage from root element
overall_line_rate = float(root.get("line-rate", 0))
overall_branch_rate = float(root.get("branch-rate", 0))
packages: dict[str, PackageCoverage] = {}
for package in root.findall(".//package"):
package_path = package.get("name", "unknown")
line_rate = float(package.get("line-rate", 0))
branch_rate = float(package.get("branch-rate", 0))
# Count lines and branches from classes within this package
lines_valid = 0
lines_covered = 0
branches_valid = 0
branches_covered = 0
for class_elem in package.findall(".//class"):
for line in class_elem.findall(".//line"):
lines_valid += 1
if int(line.get("hits", 0)) > 0:
lines_covered += 1
# Branch coverage from line elements
if line.get("branch") == "true":
condition_coverage = line.get("condition-coverage", "")
if condition_coverage:
# Parse "X% (covered/total)" format
try:
coverage_parts = condition_coverage.split("(")[1].rstrip(")").split("/")
branches_covered += int(coverage_parts[0])
branches_valid += int(coverage_parts[1])
except (IndexError, ValueError):
# Ignore malformed condition-coverage strings; treat this line as having no branch data.
pass
# Use full package path as the key (no aggregation)
packages[package_path] = PackageCoverage(
name=package_path,
line_rate=line_rate if lines_valid == 0 else lines_covered / lines_valid,
branch_rate=branch_rate if branches_valid == 0 else branches_covered / branches_valid,
lines_valid=lines_valid,
lines_covered=lines_covered,
branches_valid=branches_valid,
branches_covered=branches_covered,
)
return packages, overall_line_rate, overall_branch_rate
def format_coverage_value(coverage: float, threshold: float, is_enforced: bool) -> str:
"""Format a coverage value with optional pass/fail indicator.
Args:
coverage: Coverage percentage (0-100).
threshold: Minimum required coverage percentage.
is_enforced: Whether this module is enforced.
Returns:
Formatted string like "85.5%" or "85.5%" or "75.0%".
"""
formatted = f"{coverage:.1f}%"
if is_enforced:
icon = "" if coverage >= threshold else ""
formatted = f"{formatted} {icon}"
return formatted
def print_coverage_table(
packages: dict[str, PackageCoverage],
threshold: float,
overall_line_rate: float,
overall_branch_rate: float,
) -> None:
"""Print a formatted coverage summary table.
Args:
packages: Dictionary of package name to coverage data.
threshold: Minimum required coverage percentage.
overall_line_rate: Overall line coverage rate (0-1).
overall_branch_rate: Overall branch coverage rate (0-1).
"""
print("\n" + "=" * 80)
print("PYTHON TEST COVERAGE REPORT")
print("=" * 80)
# Overall coverage
print(f"\nOverall Line Coverage: {overall_line_rate * 100:.1f}%")
print(f"Overall Branch Coverage: {overall_branch_rate * 100:.1f}%")
print(f"Threshold: {threshold}%")
# Package table
print("\n" + "-" * 110)
print(f"{'Package':<80} {'Lines':<15} {'Line Cov':<15}")
print("-" * 110)
# Sort: enforced modules first, then alphabetically
sorted_packages = sorted(
packages.values(),
key=lambda p: (p.name not in ENFORCED_MODULES, p.name),
)
for pkg in sorted_packages:
is_enforced = pkg.name in ENFORCED_MODULES
enforced_marker = "[ENFORCED] " if is_enforced else ""
line_cov = format_coverage_value(pkg.line_coverage_percent, threshold, is_enforced)
lines_info = f"{pkg.lines_covered}/{pkg.lines_valid}"
package_label = f"{enforced_marker}{pkg.name}"
print(f"{package_label:<80} {lines_info:<15} {line_cov:<15}")
print("-" * 110)
def check_coverage(xml_path: str, threshold: float) -> bool:
"""Check if all enforced modules meet the coverage threshold.
Args:
xml_path: Path to the Cobertura XML coverage report.
threshold: Minimum required coverage percentage.
Returns:
True if all enforced modules pass, False otherwise.
"""
packages, overall_line_rate, overall_branch_rate = parse_coverage_xml(xml_path)
print_coverage_table(packages, threshold, overall_line_rate, overall_branch_rate)
# Check enforced modules
failed_modules: list[str] = []
missing_modules: list[str] = []
for module_name in ENFORCED_MODULES:
if module_name not in packages:
missing_modules.append(module_name)
continue
pkg = packages[module_name]
if pkg.line_coverage_percent < threshold:
failed_modules.append(f"{module_name} ({pkg.line_coverage_percent:.1f}%)")
# Report results
if missing_modules:
print(f"\n❌ FAILED: Enforced modules not found in coverage report: {', '.join(missing_modules)}")
return False
if failed_modules:
print(f"\n❌ FAILED: The following enforced modules are below {threshold}% coverage threshold:")
for module in failed_modules:
print(f" - {module}")
print("\nTo fix: Add more tests to improve coverage for the failing modules.")
return False
if ENFORCED_MODULES:
found_enforced = [m for m in ENFORCED_MODULES if m in packages]
if found_enforced:
print(f"\n✅ PASSED: All enforced modules meet the {threshold}% coverage threshold.")
return True
def main() -> int:
"""Main entry point.
Returns:
Exit code: 0 for success, 1 for failure.
"""
if len(sys.argv) != 3:
print(f"Usage: {sys.argv[0]} <coverage-xml-path> <threshold>")
print(f"Example: {sys.argv[0]} python-coverage.xml 85")
return 1
xml_path = sys.argv[1]
try:
threshold = float(sys.argv[2])
except ValueError:
print(f"Error: Invalid threshold value: {sys.argv[2]}")
return 1
try:
success = check_coverage(xml_path, threshold)
return 0 if success else 1
except FileNotFoundError:
print(f"Error: Coverage file not found: {xml_path}")
return 1
except ET.ParseError as e:
print(f"Error: Failed to parse coverage XML: {e}")
return 1
if __name__ == "__main__":
sys.exit(main())
+99 -9
View File
@@ -12,13 +12,13 @@ env:
UV_CACHE_DIR: /tmp/.uv-cache
jobs:
pre-commit:
name: Checks
pre-commit-hooks:
name: Pre-commit Hooks
if: "!cancelled()"
strategy:
fail-fast: false
matrix:
python-version: ["3.10", "3.14"]
python-version: ["3.10"]
runs-on: ubuntu-latest
continue-on-error: true
defaults:
@@ -37,16 +37,106 @@ jobs:
python-version: ${{ matrix.python-version }}
os: ${{ runner.os }}
env:
# Configure a constant location for the uv cache
UV_CACHE_DIR: /tmp/.uv-cache
- uses: actions/cache@v5
with:
path: ~/.cache/pre-commit
key: pre-commit|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
- uses: pre-commit/action@v3.0.1
name: Run Pre-Commit Hooks
path: ~/.cache/prek
key: prek|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
- uses: j178/prek-action@v1
name: Run Pre-commit Hooks (excluding poe-check)
env:
SKIP: poe-check
with:
extra_args: --config python/.pre-commit-config.yaml --all-files
extra-args: --cd python --all-files
package-checks:
name: Package Checks
if: "!cancelled()"
strategy:
fail-fast: false
matrix:
python-version: ["3.10"]
runs-on: ubuntu-latest
continue-on-error: true
defaults:
run:
working-directory: ./python
env:
UV_PYTHON: ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
with:
python-version: ${{ matrix.python-version }}
os: ${{ runner.os }}
env:
UV_CACHE_DIR: /tmp/.uv-cache
- name: Run fmt, lint, pyright in parallel across packages
run: uv run poe check-packages
samples-markdown:
name: Samples & Markdown
if: "!cancelled()"
strategy:
fail-fast: false
matrix:
python-version: ["3.10"]
runs-on: ubuntu-latest
continue-on-error: true
defaults:
run:
working-directory: ./python
env:
UV_PYTHON: ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
with:
python-version: ${{ matrix.python-version }}
os: ${{ runner.os }}
env:
UV_CACHE_DIR: /tmp/.uv-cache
- name: Run samples lint
run: uv run poe samples-lint
- name: Run samples syntax check
run: uv run poe samples-syntax
- name: Run markdown code lint
run: uv run poe markdown-code-lint
mypy:
name: Mypy Checks
if: "!cancelled()"
strategy:
fail-fast: false
matrix:
python-version: ["3.10"]
runs-on: ubuntu-latest
continue-on-error: true
defaults:
run:
working-directory: ./python
env:
UV_PYTHON: ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Set up python and install the project
id: python-setup
uses: ./.github/actions/python-setup
with:
python-version: ${{ matrix.python-version }}
os: ${{ runner.os }}
env:
UV_CACHE_DIR: /tmp/.uv-cache
- name: Run Mypy
env:
GITHUB_BASE_REF: ${{ github.event.pull_request.base.ref || github.base_ref || 'main' }}
+3 -4
View File
@@ -96,8 +96,7 @@ jobs:
uses: ./.github/actions/azure-functions-integration-setup
id: azure-functions-setup
- name: Test with pytest
timeout-minutes: 10
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 900 --retries 3 --retry-delay 10
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
working-directory: ./python
- name: Test core samples
timeout-minutes: 10
@@ -153,8 +152,8 @@ jobs:
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
- name: Test with pytest
timeout-minutes: 10
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
timeout-minutes: 15
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist loadfile --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
working-directory: ./python
- name: Test Azure AI samples
timeout-minutes: 10
@@ -9,6 +9,8 @@ on:
env:
# Configure a constant location for the uv cache
UV_CACHE_DIR: /tmp/.uv-cache
# Coverage threshold percentage for enforced modules
COVERAGE_THRESHOLD: 85
jobs:
python-tests-coverage:
@@ -37,6 +39,8 @@ jobs:
UV_CACHE_DIR: /tmp/.uv-cache
- name: Run all tests with coverage report
run: uv run poe all-tests-cov --cov-report=xml:python-coverage.xml -q --junitxml=pytest.xml
- name: Check coverage threshold
run: python ${{ github.workspace }}/.github/workflows/python-check-coverage.py python-coverage.xml ${{ env.COVERAGE_THRESHOLD }}
- name: Upload coverage report
uses: actions/upload-artifact@v6
with:
-2
View File
@@ -199,8 +199,6 @@ temp*/
.tmp/
.temp/
agents.md
# AI
.claude/
WARP.md
+3 -3
View File
@@ -108,7 +108,7 @@ async def main():
# api_version=os.environ["AZURE_OPENAI_API_VERSION"],
# api_key=os.environ["AZURE_OPENAI_API_KEY"], # Optional if using AzureCliCredential
credential=AzureCliCredential(), # Optional, if using api_key
).create_agent(
).as_agent(
name="HaikuBot",
instructions="You are an upbeat assistant that writes beautifully.",
)
@@ -131,7 +131,7 @@ using OpenAI;
// Replace the <apikey> with your OpenAI API key.
var agent = new OpenAIClient("<apikey>")
.GetOpenAIResponseClient("gpt-4o-mini")
.CreateAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
.AsAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
Console.WriteLine(await agent.RunAsync("Write a haiku about Microsoft Agent Framework."));
```
@@ -150,7 +150,7 @@ var agent = new OpenAIClient(
new BearerTokenPolicy(new AzureCliCredential(), "https://ai.azure.com/.default"),
new OpenAIClientOptions() { Endpoint = new Uri("https://<resource>.openai.azure.com/openai/v1") })
.GetOpenAIResponseClient("gpt-4o-mini")
.CreateAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
.AsAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
Console.WriteLine(await agent.RunAsync("Write a haiku about Microsoft Agent Framework."));
```
@@ -126,4 +126,4 @@ response = await client.get_response(
Chosen option: **"Option 2: TypedDict with Generic Type Parameters"**, because it provides full type safety, excellent IDE support with autocompletion, and allows users to extend provider-specific options for their use cases. Extended this Generic to ChatAgents in order to also properly type the options used in agent construction and run methods.
See [typed_options.py](../../python/samples/getting_started/chat_client/typed_options.py) for a complete example demonstrating the usage of typed options with custom extensions.
See [typed_options.py](../../python/samples/concepts/typed_options.py) for a complete example demonstrating the usage of typed options with custom extensions.
+147
View File
@@ -0,0 +1,147 @@
---
status: proposed
contact: westey-m
date: 2026-01-27
deciders: sergeymenshykh, markwallace, rbarreto, dmytrostruk, westey-m, eavanvalkenburg, stephentoub, lokitoth, alliscode, taochenosu, moonbox3
consulted:
informed:
---
# AgentRunContext for Agent Run
## Context and Problem Statement
During an agent run, various components involved in the execution (middleware, filters, tools, nested agents, etc.) may need access to contextual information about the current run, such as:
1. The agent that is executing the run
2. The session associated with the run
3. The request messages passed to the agent
4. The run options controlling the agent's behavior
Additionally, some components may need to modify this context during execution, for example:
- Replacing the session with a different one
- Modifying the request messages before they reach the agent core
- Updating or replacing the run options entirely
Currently, there is no standardized way to access or modify this context from arbitrary code that executes during an agent run, especially from deeply nested call stacks where the context is not explicitly passed.
## Sample Scenario
When using an Agent as an AIFunction developers may want to pass context from the parent agent run to the child agent run. For example, the developer may want to copy chat history to the child agent, or share the same session across both agents.
To enable these scenarios, we need a way to access the parent agent run context, including e.g. the parent agent itself, the parent agent session, and the parent run options from function tool calls.
```csharp
public static AIFunction AsAIFunctionWithSessionPropagation(this ChatClientAgent agent, AIFunctionFactoryOptions? options = null)
{
Throw.IfNull(agent);
[Description("Invoke an agent to retrieve some information.")]
async Task<string> InvokeAgentAsync(
[Description("Input query to invoke the agent.")] string query,
CancellationToken cancellationToken)
{
// Get the session from the parent agent and pass it to the child agent.
var session = AIAgent.CurrentRunContext?.Session;
// Alternatively, the developer may want to create a new session but copy over the chat history from the parent agent.
// var parentChatHistory = AIAgent.CurrentRunContext?.Session?.GetService<IList<ChatMessage>>();
// if (parentChatHistory != null)
// {
// var chp = new InMemoryChatHistoryProvider();
// foreach (var message in parentChatHistory)
// {
// chp.Add(message);
// }
// session = agent.GetNewSession(chp);
// }
var response = await agent.RunAsync(query, session: session, cancellationToken: cancellationToken).ConfigureAwait(false);
return response.Text;
}
options ??= new();
options.Name ??= SanitizeAgentName(agent.Name);
options.Description ??= agent.Description;
return AIFunctionFactory.Create(InvokeAgentAsync, options);
}
```
## Decision Drivers
- Components executing during an agent run need access to run context without explicit parameter passing through every layer
- Context should flow naturally across async calls without manual propagation
- The design should allow modification of context properties by agent decorators (e.g., replacing options or session)
- Solution should be consistent with patterns used in similar frameworks (e.g., `FunctionInvokingChatClient.CurrentContext` `HttpContext.Current`, `Activity.Current`)
## Considered Options
- **Option 1**: Pass context explicitly through all method signatures
- **Option 2**: Use `AsyncLocal<T>` to provide ambient context accessible anywhere during the run
- **Option 3**: Use a combination of explicit parameters for `RunCoreAsync` and `AsyncLocal<T>` for ambient access
## Decision Outcome
Chosen option: **Option 3** - Combination of explicit parameters and AsyncLocal ambient access.
This approach provides the best of both worlds:
1. **Explicit parameters are passed to `RunCoreAsync`**: The core agent implementation receives the parameters explicitly, making it clear what data is available and enabling easy unit testing. Any modification of these in a decorator will require calling `RunAsync` on the inner agent with the updated parameters, which would result in the inner agent creating a new `AgentRunContext` instance.
```csharp
public async Task<AgentResponse> RunAsync(
IEnumerable<ChatMessage> messages,
AgentSession? session = null,
AgentRunOptions? options = null,
CancellationToken cancellationToken = default)
{
CurrentRunContext = new(this, session, messages as IReadOnlyCollection<ChatMessage> ?? messages.ToList(), options);
return await this.RunCoreAsync(messages, session, options, cancellationToken).ConfigureAwait(false);
}
```
2. **`AsyncLocal<AgentRunContext?>` for ambient access**: The context is stored in an `AsyncLocal<T>` field, making it accessible from any code executing during the agent run via a static property.
The main scenario for this is to allow deeply nested components (e.g., tools, chat client middleware) to access the context without needing to pass it through every method signature. These are external components that cannot easily be modified to accept additional parameters. For internal components, we prefer passing any parameters explicitly.
```csharp
public static AgentRunContext? CurrentRunContext
{
get => s_currentContext.Value;
protected set => s_currentContext.Value = value;
}
```
### AgentRunContext Design
The `AgentRunContext` class encapsulates all run-related state:
```csharp
public class AgentRunContext
{
public AgentRunContext(
AIAgent agent,
AgentSession? session,
IReadOnlyCollection<ChatMessage> requestMessages,
AgentRunOptions? agentRunOptions)
public AIAgent Agent { get; }
public AgentSession? Session { get; }
public IReadOnlyCollection<ChatMessage> RequestMessages { get; }
public AgentRunOptions? RunOptions { get; }
}
```
Key design decisions:
- **All properties are read-only**: While some of the sub-properties on the provided properties (like `AgentRunOptions.AllowBackgroundResponses`) may be mutable, the `AgentRunContext` itself is immutable and we want to discourage anyone modifying the values in the context. Modifying the context is unlikely to result in the desired behavior, as the values will typically already have been used by the time any custom code accesses them.
### Benefits
1. **Ambient Access**: Any code executing during the run can access context via `AIAgent.CurrentRunContext` without needing explicit parameters
2. **Async Flow**: `AsyncLocal<T>` automatically flows across async/await boundaries
3. **Modifiability**: Components can modify or replace session, messages, or options as needed
4. **Testability**: The explicit parameter to `RunCoreAsync` makes unit testing straightforward
File diff suppressed because it is too large Load Diff
+66
View File
@@ -0,0 +1,66 @@
# AGENTS.md
Instructions for AI coding agents working in the .NET codebase.
## Build, Test, and Lint Commands
```bash
# From dotnet/ directory
dotnet build # Build all projects
dotnet test # Run all tests
dotnet format # Auto-fix formatting
# Build/test a specific project (preferred for isolated changes)
dotnet build src/Microsoft.Agents.AI.<Package>
dotnet test tests/Microsoft.Agents.AI.<Package>.UnitTests
# Run a single test
dotnet test --filter "FullyQualifiedName~TestClassName.TestMethodName"
```
**Note**: Changes to core packages (`Microsoft.Agents.AI`, `Microsoft.Agents.AI.Abstractions`) affect dependent projects - run checks across the entire solution. For isolated changes, build/test only the affected project to save time.
## Project Structure
```
dotnet/
├── src/
│ ├── Microsoft.Agents.AI/ # Core AI agent abstractions
│ ├── Microsoft.Agents.AI.Abstractions/ # Shared abstractions and interfaces
│ ├── Microsoft.Agents.AI.OpenAI/ # OpenAI provider
│ ├── Microsoft.Agents.AI.AzureAI/ # Azure AI provider
│ ├── Microsoft.Agents.AI.Anthropic/ # Anthropic provider
│ ├── Microsoft.Agents.AI.Workflows/ # Workflow orchestration
│ └── ... # Other packages
├── samples/ # Sample applications
└── tests/ # Unit and integration tests
```
### External Dependencies
The framework integrates with `Microsoft.Extensions.AI` and `Microsoft.Extensions.AI.Abstractions` (external NuGet packages) using types like `IChatClient`, `FunctionInvokingChatClient`, `AITool`, and `AIContent`.
## Key Conventions
- **Copyright header**: `// Copyright (c) Microsoft. All rights reserved.` at top of all `.cs` files
- **XML docs**: Required for all public methods and classes
- **Async**: Use `Async` suffix for methods returning `Task`/`ValueTask`
- **Private classes**: Should be `sealed` unless subclassed
- **Config**: Read from environment variables with `UPPER_SNAKE_CASE` naming
- **Tests**: Add Arrange/Act/Assert comments; use Moq for mocking
## Sample Structure
1. Copyright header: `// Copyright (c) Microsoft. All rights reserved.`
2. Description comment explaining what the sample demonstrates
3. Using statements
4. Main code logic
5. Helper methods at bottom
Configuration via environment variables (never hardcode secrets). Keep samples simple and focused.
When adding a new sample:
- Create a standalone project in `samples/` with matching directory and project names
- Include a README.md explaining what the sample does and how to run it
- Add the project to the solution file
- Reference the sample in the parent directory's README.md
+3 -3
View File
@@ -11,8 +11,8 @@
</PropertyGroup>
<ItemGroup>
<!-- Aspire.* -->
<PackageVersion Include="Anthropic" Version="12.0.1" />
<PackageVersion Include="Anthropic.Foundry" Version="0.1.0" />
<PackageVersion Include="Anthropic" Version="12.3.0" />
<PackageVersion Include="Anthropic.Foundry" Version="0.4.1" />
<PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="13.0.0-preview.1.25560.3" />
<PackageVersion Include="Aspire.Hosting.AppHost" Version="$(AspireAppHostSdkVersion)" />
<PackageVersion Include="Aspire.Hosting.Azure.CognitiveServices" Version="$(AspireAppHostSdkVersion)" />
@@ -42,7 +42,7 @@
<PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.2" />
<PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.0" />
<PackageVersion Include="System.Net.Http.Json" Version="10.0.0" />
<PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.0" />
<PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.1" />
<PackageVersion Include="System.Text.Json" Version="10.0.2" />
<PackageVersion Include="System.Threading.Channels" Version="10.0.2" />
<PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
+24 -23
View File
@@ -23,29 +23,29 @@
<Project Path="samples/AGUIClientServer/AGUIDojoServer/AGUIDojoServer.csproj" />
<Project Path="samples/AGUIClientServer/AGUIServer/AGUIServer.csproj" />
</Folder>
<Folder Name="/Samples/AzureFunctions/">
<File Path="samples/AzureFunctions/.editorconfig" />
<File Path="samples/AzureFunctions/README.md" />
<Project Path="samples/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj" />
<Project Path="samples/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
<Project Path="samples/AzureFunctions/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
<Project Path="samples/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
<Project Path="samples/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
<Project Path="samples/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
<Project Path="samples/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
<Project Path="samples/AzureFunctions/08_ReliableStreaming/08_ReliableStreaming.csproj" />
<Folder Name="/Samples/Durable/" />
<Folder Name="/Samples/Durable/Agents/" />
<Folder Name="/Samples/Durable/Agents/AzureFunctions/">
<File Path="samples/Durable/Agents/AzureFunctions/.editorconfig" />
<File Path="samples/Durable/Agents/AzureFunctions/README.md" />
<Project Path="samples/Durable/Agents/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
<Project Path="samples/Durable/Agents/AzureFunctions/08_ReliableStreaming/08_ReliableStreaming.csproj" />
</Folder>
<Folder Name="/Samples/DurableAgents/">
<File Path="samples/DurableAgents/ConsoleApps/README.md" />
</Folder>
<Folder Name="/Samples/DurableAgents/ConsoleApps/">
<Project Path="samples/DurableAgents/ConsoleApps/01_SingleAgent/01_SingleAgent.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/06_LongRunningTools/06_LongRunningTools.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/07_ReliableStreaming/07_ReliableStreaming.csproj" />
<Folder Name="/Samples/Durable/Agents/ConsoleApps/">
<File Path="samples/Durable/Agents/ConsoleApps/README.md" />
<Project Path="samples/Durable/Agents/ConsoleApps/01_SingleAgent/01_SingleAgent.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/06_LongRunningTools/06_LongRunningTools.csproj" />
<Project Path="samples/Durable/Agents/ConsoleApps/07_ReliableStreaming/07_ReliableStreaming.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/">
<File Path="samples/GettingStarted/README.md" />
@@ -81,7 +81,7 @@
<Project Path="samples/GettingStarted/Agents/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step07_3rdPartyThreadStorage/Agent_Step07_3rdPartyThreadStorage.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step07_3rdPartyChatHistoryStorage/Agent_Step07_3rdPartyChatHistoryStorage.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step08_Observability/Agent_Step08_Observability.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step09_DependencyInjection/Agent_Step09_DependencyInjection.csproj" />
<Project Path="samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj" />
@@ -131,6 +131,7 @@
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj" />
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj" />
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj" />
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/AgentWithMemory/">
<File Path="samples/GettingStarted/AgentWithMemory/README.md" />
+3 -3
View File
@@ -2,9 +2,9 @@
<PropertyGroup>
<!-- Central version prefix - applies to all nuget packages. -->
<VersionPrefix>1.0.0</VersionPrefix>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260128.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260128.1</PackageVersion>
<GitTag>1.0.0-preview.260128.1</GitTag>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260209.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260209.1</PackageVersion>
<GitTag>1.0.0-preview.260209.1</GitTag>
<Configurations>Debug;Release;Publish</Configurations>
<IsPackable>true</IsPackable>
@@ -42,7 +42,7 @@ public static class Program
// Create the Host agent
var hostAgent = new HostClientAgent(loggerFactory);
await hostAgent.InitializeAgentAsync(modelId, apiKey, agentUrls!.Split(";"));
AgentSession session = await hostAgent.Agent!.GetNewSessionAsync(cancellationToken);
AgentSession session = await hostAgent.Agent!.CreateSessionAsync(cancellationToken);
try
{
while (true)
@@ -88,7 +88,7 @@ public static class Program
description: "AG-UI Client Agent",
tools: [changeBackground, readClientClimateSensors]);
AgentSession session = await agent.GetNewSessionAsync(cancellationToken);
AgentSession session = await agent.CreateSessionAsync(cancellationToken);
List<ChatMessage> messages = [new(ChatRole.System, "You are a helpful assistant.")];
try
{
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -19,7 +19,7 @@ public static class FunctionTriggers
public static async Task<string> RunOrchestrationAsync([OrchestrationTrigger] TaskOrchestrationContext context)
{
DurableAIAgent writer = context.GetAgent("WriterAgent");
AgentSession writerSession = await writer.GetNewSessionAsync();
AgentSession writerSession = await writer.CreateSessionAsync();
AgentResponse<TextResponse> initial = await writer.RunAsync<TextResponse>(
message: "Write a concise inspirational sentence about learning.",
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -21,7 +21,7 @@ public static class FunctionTriggers
// Get the spam detection agent
DurableAIAgent spamDetectionAgent = context.GetAgent("SpamDetectionAgent");
AgentSession spamSession = await spamDetectionAgent.GetNewSessionAsync();
AgentSession spamSession = await spamDetectionAgent.CreateSessionAsync();
// Step 1: Check if the email is spam
AgentResponse<DetectionResult> spamDetectionResponse = await spamDetectionAgent.RunAsync<DetectionResult>(
@@ -43,7 +43,7 @@ public static class FunctionTriggers
// Generate and send response for legitimate email
DurableAIAgent emailAssistantAgent = context.GetAgent("EmailAssistantAgent");
AgentSession emailSession = await emailAssistantAgent.GetNewSessionAsync();
AgentSession emailSession = await emailAssistantAgent.CreateSessionAsync();
AgentResponse<EmailResponse> emailAssistantResponse = await emailAssistantAgent.RunAsync<EmailResponse>(
message:
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -37,7 +37,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -24,7 +24,7 @@ public static class FunctionTriggers
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent("WriterAgent");
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
AgentSession writerSession = await writerAgent.CreateSessionAsync();
// Set initial status
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -20,7 +20,7 @@ public static class FunctionTriggers
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent("Writer");
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
AgentSession writerSession = await writerAgent.CreateSessionAsync();
// Set initial status
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
@@ -1,5 +1,7 @@
// Copyright (c) Microsoft. All rights reserved.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -1,4 +1,4 @@
<Project Sdk="Microsoft.NET.Sdk">
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -5,6 +5,8 @@
// generate a remote MCP endpoint for the app at /runtime/webhooks/mcp with a agent-specific
// query tool name.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -7,4 +7,4 @@
"AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
"AZURE_OPENAI_DEPLOYMENT": "<AZURE_OPENAI_DEPLOYMENT>"
}
}
}
@@ -41,7 +41,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -95,7 +95,7 @@ public sealed class FunctionTriggers
AIAgent agentProxy = durableClient.AsDurableAgentProxy(context, "TravelPlanner");
// Create a new agent session
AgentSession session = await agentProxy.GetNewSessionAsync(cancellationToken);
AgentSession session = await agentProxy.CreateSessionAsync(cancellationToken);
string agentSessionId = session.GetService<AgentSessionId>().ToString();
this._logger.LogInformation("Creating new agent session: {AgentSessionId}", agentSessionId);
@@ -8,6 +8,8 @@
// This pattern is inspired by OpenAI's background mode for the Responses API, which allows clients
// to disconnect and reconnect to ongoing agent responses without losing messages.
#pragma warning disable IDE0002 // Simplify Member Access
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -61,7 +61,7 @@ Console.WriteLine("Enter a message for the Joker agent (or 'exit' to quit):");
Console.WriteLine();
// Create a session for the conversation
AgentSession session = await agentProxy.GetNewSessionAsync();
AgentSession session = await agentProxy.CreateSessionAsync();
while (true)
{
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -47,7 +47,7 @@ AIAgent writerAgent = client.GetChatClient(deploymentName).AsAIAgent(WriterInstr
static async Task<string> RunOrchestratorAsync(TaskOrchestrationContext context)
{
DurableAIAgent writer = context.GetAgent("WriterAgent");
AgentSession writerSession = await writer.GetNewSessionAsync();
AgentSession writerSession = await writer.CreateSessionAsync();
AgentResponse<TextResponse> initial = await writer.RunAsync<TextResponse>(
message: "Write a concise inspirational sentence about learning.",
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -56,7 +56,7 @@ static async Task<string> RunOrchestratorAsync(TaskOrchestrationContext context,
{
// Get the spam detection agent
DurableAIAgent spamDetectionAgent = context.GetAgent(SpamDetectionAgentName);
AgentSession spamSession = await spamDetectionAgent.GetNewSessionAsync();
AgentSession spamSession = await spamDetectionAgent.CreateSessionAsync();
// Step 1: Check if the email is spam
AgentResponse<DetectionResult> spamDetectionResponse = await spamDetectionAgent.RunAsync<DetectionResult>(
@@ -78,7 +78,7 @@ static async Task<string> RunOrchestratorAsync(TaskOrchestrationContext context,
// Generate and send response for legitimate email
DurableAIAgent emailAssistantAgent = context.GetAgent(EmailAssistantAgentName);
AgentSession emailSession = await emailAssistantAgent.GetNewSessionAsync();
AgentSession emailSession = await emailAssistantAgent.CreateSessionAsync();
AgentResponse<EmailResponse> emailAssistantResponse = await emailAssistantAgent.RunAsync<EmailResponse>(
message:
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -48,7 +48,7 @@ static async Task<object> RunOrchestratorAsync(TaskOrchestrationContext context,
{
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent("WriterAgent");
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
AgentSession writerSession = await writerAgent.CreateSessionAsync();
// Set initial status
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
@@ -24,7 +24,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -59,7 +59,7 @@ static async Task<object> RunOrchestratorAsync(TaskOrchestrationContext context,
{
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent(WriterAgentName);
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
AgentSession writerSession = await writerAgent.CreateSessionAsync();
// Set initial status
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
@@ -299,7 +299,7 @@ Console.WriteLine("Enter a topic for the Publisher agent to write about (or 'exi
Console.WriteLine();
// Create a session for the conversation
AgentSession session = await agentProxy.GetNewSessionAsync();
AgentSession session = await agentProxy.CreateSessionAsync();
using CancellationTokenSource cts = new();
Console.CancelKeyPress += (sender, e) =>
@@ -25,7 +25,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>

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