This document provides comprehensive transparency information about Microsoft Agent Framework, including intended uses, limitations, evaluation methods, and responsible development practices.
* Make serialize methods sync and rename one to match others.
* Remove unnecessary async postfixes.
* Remove nullability of ChatMessageStore.Serialize return type, since the default JsonElement already represents an undefined json element.
* Fix unit test
* consolidate lab packages into a single one; update contribution guidelines
* update dep list
* add poe tasks; fix tests and lint erros
* add lab tests for CI
* fix test
* update root pyproject.toml
* Disallow execution of multiple workflows at once
* Define notion of executor Reset() to allow reuse of workflows with shared executor instances
* Switch to delivering all messages to a single executor sequentially, with executors running in parallel
* Added example with stateful middleware
* Added chat middleware
* Updated middleware example with override scenario
* Small revert
* Small fixes
* Added kwargs to context objects
* Added README
* Added function middleware to chat client
* Small refactoring
* Reverted example files
* Made MiddlewareWrapper generic
* Added Middleware exception
* Small refactoring
* Small fix
* Magentic checkpoint wip
* Magentic checkpoint updates
* Support checkpointing for magentic orchestration.
* Checkpointing for sub-workflows
* Use _execute_contexts instead of _pending_requests
* Remove unnecessary type ignores
* Support checkpoints for other orchestrations, refactor some code.
* Regenerate uv.lock
* Rename AI Agent packages to use Microsoft.Agents.AI
* Fix for build
* Fix formatting
* Fix formatting
* Ignore in VSTHRD200 in migration samples
* Ignore in VSTHRD200 in migration samples
* Add some missing projects and run format
* Fix build errors
* Address code review feedback
* Fix merge issues
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Co-authored-by: Mark Wallace <markwallace@microsoft.com>
* Further observability cleanup and update telemetry samples
* Add VS Code Extension config
* Fix unit tests
* Fix unit tests
* Add more comments
* Remove live metric
* removed intercepts_request and simplified how interception is handled
* parameterize SubWorkflowRequestInfo
* revert back the field rename of RequestResponse
* remove duplicate tests
* ignore type error
* remove SubWorkflowResponse
* Remove SubWorkflowRequestInfo and update RequestInfoMessage with source_executor_id for correlation
* feat: Make Executor id field mandatory
When checkpointing is involved, it is critical to keep executor ids consistent between runs, even when recreating a new object tree for the workflow.
The default id-setting mechanism generated a guid for part of the id, making it not work when restoring from a checkpoint.
This change prevents this situation from arising.
* feat: Enable running untyped Workflows
With the change to enable delay-instantiation of executors and support for async Executor factory methods, we must instantiate the starting executor to know what are the valid input types for the workflow.
To avoid forcing instantiation every time, and to better support workflows with multiple input types, we enable support for build and interacting with the base Workflow type without type annotations, and remove the requirement to know a valid input type when initiating a run.
* feat: Support Output from any executor and multiple outputs.
* Add AgentWorkflowBuilder group chat
And fix a variety of issues along the way:
- Use DateTime{Offset}.UtcNow rather than Now
- AIAgentHostExecutor shouldn't be publishing empty messages
- Sequential workflows should be flowing all history and not just the output from the previous agent as the input into the next agent
- Renamed some of the new agent workflow methods... still not super happy with the shape, though
- Simplified handoffs builder, e.g. using a hashset with a custom comparer instead of a dictionary
- Improved multi-service use by trying to change assistant->user role for messages created by other agents
- Changed MessageMerger to rely on M.E.AI's coalescing more and to avoid empty contents / text
- Ensured that messages from ChatClientAgent include MessageId and CreatedAt timestamps
- Avoided including instructions for agents in a handoff workflow that don't have any handoffs
- Removed the unnecessary end function in handoffs
- Improved naming of executors to include agent name for debuggability
- Use "N" formatting with Guid.ToString everywhere, to avoid the unnecessary extra dash character which is also not valid in various places (like function tool names)
- Replace `params T[]` with `params IEnumerable<T>` to make public APIs more flexible in what they consume
* Address feedback
- Fix unintentional provider change in sample
* Add GetService for AIContextProviders and ChatMessageStore
* Change styling and fix format issues
* Update sample code to allow for missing memory component.
* Improve type utils
* Add sample
* Add Union
* Add more test cases
* Add more test cases
* Fix RequestResponse typing to only coerce mapping original_request
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Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
Ben ThomasandGitHub
e-straightandGitHub
westeyandGitHub
Dmytro StrukandGitHub
Stephen ToubandGitHub
Aditya MandaleekaandGitHub
Tao ChenandGitHub
Jacob AlberandGitHub
SergeyMenshykhandGitHub