agent-framework

Address PR review: fix Inputs.input update and checkpoint storage path

- _declarative_base.py: continuation branch was writing 'Inputs.input' via
  state.set, which routes to the Custom namespace and never updates the
  PowerFx-visible Workflow.Inputs.input. Update state_data['Inputs'] in
  place via get_state_data / set_state_data so =Workflow.Inputs.input and
  =inputs.input see the new turn's user text on continuation.
- _declarative_base.py: refresh docstring to clarify that on a list[Message]
  trigger, Conversation.messages excludes the current user message at the
  start of the turn (agent executors append it before invoking the inner
  agent).
- _responses.py: when previous_response_id is supplied (no conversation_id),
  the prior checkpoint lives under <storage>/<previous_response_id> but new
  checkpoints must land under <storage>/<current_response_id> for the next
  turn to find them. Hold onto restore_storage from the get_latest lookup
  and pass it to the restore-only run; pass write_storage (current id) to
  the message-delivery run and to checkpoint cleanup.

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

alliscode · 2026-04-28 11:27:05 -07:00

bb312f660d

Pivot: preserve workflow state across run() calls

Replace the prior 'combined message + checkpoint_id in one run()' approach
with a cleaner default: Workflow.run no longer wipes shared state or runner-
context messages between calls. Iteration counting and per-run kwargs still
reset on a fresh-message run; checkpoint and responses runs are continuations
that preserve everything.

This lets a WorkflowAgent be invoked repeatedly on the same instance and
maintain multi-turn context (e.g. accumulated Conversation.messages) without
asking developers to opt in. Hosted-agent multi-turn pattern becomes two
explicit calls: restore-from-checkpoint (drive to idle), then run-with-message.

Key changes:
- _workflow.py: drop _state.clear() and reset_for_new_run() from run().
  Reset iteration count and run kwargs on fresh-message runs only.
  Restore 'Cannot provide both message and checkpoint_id' validation.
  Add async guard: fresh-message run with un-drained pending executor
  messages from a prior run is invalid.
- _runner.py: clear _state before import_state in restore_from_checkpoint
  so restore is authoritative (import_state merges, not replaces).
- _agent.py: revert checkpoint branch to restore-only (no message forward).
- _responses.py (foundry_hosting): two-call host pattern - restore checkpoint
  silently, then run with new user input.
- tests: state-preservation is the new default; rebuild Workflow for clean slate.

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

alliscode · 2026-04-28 11:02:15 -07:00

e8dfcc90f9

feat(workflows): support combined message + checkpoint_id for multi-turn continuation

Allow Workflow.run(message=..., checkpoint_id=...) so callers can restore
prior workflow state from a checkpoint AND deliver a new message to the
start executor in a single call. The existing reset_context logic
already preserves shared state when checkpoint_id is set, so this gives
us 'fresh start executor invocation with prior state intact' - exactly
what hosted multi-turn declarative workflows need.

- _workflow.py: drop the message+checkpoint_id mutual exclusion and
  update _execute_with_message_or_checkpoint to do both (restore then
  execute) when both are provided.
- _agent.py: in _run_core's checkpoint branch, also forward
  input_messages so WorkflowAgent.run(messages, checkpoint_id=...) works
  end-to-end. Falls back to the legacy 'restore only' behavior when
  messages are absent.
- _declarative_base.py: detect continuation in _ensure_state_initialized
  by checking whether DECLARATIVE_STATE_KEY already exists in shared
  state; if so, refresh inputs/LastMessage* and append non-user trigger
  messages instead of calling state.initialize() (which would wipe
  Conversation/Local/System).
- foundry_hosting/_responses.py: collapse the host's two-call pattern
  (restore-only, then fresh run) into a single combined call now that
  the underlying APIs support it.
- tests: drop the assertion that combined message+checkpoint_id raises.

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

alliscode · 2026-04-28 08:49:38 -07:00

baff7e33e1

Foundry hosting: pass full conversation history to workflow agents

_handle_inner_workflow only forwarded the latest user turn to WorkflowAgent.run, even though _handle_inner_agent already prepends history fetched from Foundry storage to the messages it sends a regular agent. Declarative workflows reset Conversation.messages on every run (state.initialize), so checkpoint replay alone does not give them prior turns - the host has to pass them in, the same way it does for non-workflow agents. Mirror that contract: fetch context.get_history() and pass [*history, *input_messages] to the workflow agent.

alliscode · 2026-04-27 16:47:10 -07:00

dde1edffd0

Python: Bump Python package versions for 1.2.0 release (#5468 )

* Bump Python package versions for 1.2.0 release

Released tier bumps 1.1.1 -> 1.2.0 (core, openai, foundry, root) to
reflect additive public APIs landed since 1.1.0: functional workflow API
(#4238) and FunctionTool SKIP_PARSING sentinel (#5424). All beta packages
stamped 1.0.0b260424, alpha packages 1.0.0a260424. All 26 non-core
agent-framework-core floors raised to >=1.2.0,<2. CHANGELOG consolidates
the never-tagged 1.1.1 entries with the post-merge additions into [1.2.0].

* Update CHANGELOG footer links for 1.2.0

Advance [Unreleased] comparison base from python-1.1.0 to python-1.2.0
and add a [1.2.0] reference link comparing python-1.1.0...python-1.2.0
so the heading links resolve correctly.

* Fix CHANGELOG: restore [1.1.1] section and add proper [1.2.0]

Previous commit incorrectly renamed the [1.1.1] header to [1.2.0], which
wiped the historical 1.1.1 entries and wrongly attributed them to 1.2.0.
This restores [1.1.1] to its origin/main content and adds a new [1.2.0]
section above containing only the commits in python-1.1.1..HEAD:

- #4238 functional workflow API
- #5142 GitHub Copilot OpenTelemetry
- #2403 A2A bridge support
- #5070 oauth_consent_request events in Foundry clients
- #5447 FoundryAgent hosted agent sessions
- #5459 hosting server dependency upgrade + types
- #5389 AG-UI reasoning/multimodal parsing fix
- #5440 stop [TOOLBOXES] warning spam
- #5455 user agent prefix fix

Also corrects the [1.2.0] compare base to python-1.1.1 (not 1.1.0) and
adds the missing [1.1.1] reference link.

Evan Mattson · 2026-04-24 19:54:59 +09:00

0b69d7fd15

Python: update FoundryAgent for hosted agent sessions (#5447 )

* fixes to FoundryAgent to connect to new hosted agents

Co-authored-by: Copilot <copilot@github.com>

* fix mypy

Co-authored-by: Copilot <copilot@github.com>

* Python: remove Foundry service session helpers

Remove the public hosted-agent service session CRUD helpers from FoundryAgent and drop the related feature-stage inventory entry.

Update the hosted-agent sample to create and delete service sessions directly through the preview AIProjectClient APIs, and tighten a few test harnesses surfaced by full workspace validation.

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

* fix from merge

* fix hosted env detection

Co-authored-by: Copilot <copilot@github.com>

* reverted sample update

* fix tests and code

Co-authored-by: Copilot <copilot@github.com>

* remove aenter

* skipping some tests

Co-authored-by: Copilot <copilot@github.com>

---------

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

Eduard van Valkenburg · 2026-04-24 09:25:03 +00:00

62e02da698

Python: Upgrade hosting server dependency and add more type support (#5459 )

* Upgrade hosting server dependency and add more type support

* Comments

Tao Chen · 2026-04-24 07:27:17 +00:00

4adfd244ac

Python: Fix user agent prefix (#5455 )

* Fix hosting user agent missing

* Fix other providers

* Add more tests

* comments

* Fix tests

Tao Chen · 2026-04-23 23:40:38 +00:00

0989e68d1c

Python: Bump Python package versions for a release. (#5432 )

* Bump Python version for a release.

* Revert lockstep bumps on unchanged connectors

Per PR review: only connectors that changed (or whose published metadata
changed) should get new versions. Keeps released tier at 1.1.1, a2a/ag-ui
at 1.0.0b260422, foundry-hosting at 1.0.0a260422; reverts the 19 unchanged
betas and 2 unchanged alphas to 1.0.0b260421/1.0.0a260421. Reverts all 26
non-core agent-framework-core floors to >=1.1.0,<2 since no connector
actually depends on a 1.1.1 API or bug fix.

* Restore lockstep prerelease bumps and raise core floors to >=1.1.1

Reverses the lean-revert: all beta packages stamped 1.0.0b260423 and alpha
packages stamped 1.0.0a260423 (Asia date, matching release cut time). All
26 non-core packages raise agent-framework-core lower bound from >=1.1.0,<2
to >=1.1.1,<2 to signal the validated cohort for this release. CHANGELOG
date updated to 2026-04-23.

Evan Mattson · 2026-04-23 16:40:14 +09:00

acec9caa2f

Adjust dev status for alpha from 4 to 3 in foundry hosting pyproject.toml (#5387 )

Evan Mattson · 2026-04-22 17:48:02 +00:00

d75f874d78

Python: Bump versions for a release. Update CHANGELOG (#5385 )

* Bump versions for a release. Update CHANGELOG

* Bump devui

Evan Mattson · 2026-04-21 15:14:42 +09:00

2c8036779c

Python: Foundry hosted agent V2 (#5379 )

* Python: Wrapper + Samples 1st (#5177)

* Experiment

* Update dependency and add non streaming

* Add more samples

* Rename samples

* Add invocations

* Comments 1

* Comments 2

* Comments 3

* Improve README

* Add local shell sample

* WIP: Add eval and memory samples

* Update user agent prefix

* Update user agent prefix doc

* Update dependency (#5215)

* Add tests and more content types (#5235)

* Add tests

* fix tests and sample

* Fix formatting

* Remove function approval contents

* Python: Refine samples and upgrade packages (#5261)

* Refine samples and upgrade pacakges

* Upgrade to a new package that fixes a bug

* Update model env var

* Move samples (#5281)

* Python: Upgrade agentserver packages (#5284)

* Upgrade agentserver packages

* Fix new types

* Python: Add special handling for workflows (#5298)

* Add special handling for workflows

* Address comments

* Improve samples (#5372)

* Python: Add more types (#5378)

* Add more type supports

* Upgrade packages

* Remove TODOs in README

* Fix README

* Comments and mypy

* User agent scoped

* Fix README

* Fix pre commit

* Fix pre commit 2

* Fix pre commit 3

* Fix pre commit 4

* Fix pre commit 5

* Fix pre commit 6

* Add azure-monitor-opentelemetry to dev deps

Fixes Samples & Markdown CI failure. The PR's new transitive dep on
azure-monitor-opentelemetry-exporter (via azure-ai-agentserver-core) makes
pyright resolve the azure.monitor.opentelemetry namespace, flipping the
check_md_code_blocks diagnostic for `configure_azure_monitor` from
reportMissingImports (filtered) to reportAttributeAccessIssue (not filtered).
Installing the umbrella azure-monitor-opentelemetry package in dev makes
pyright resolve the symbol correctly, matching the install guidance the
observability README already gives users.

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Tao Chen · 2026-04-21 05:21:27 +00:00

ce8b6305d8

12 Commits