Commit Graph
8 Commits
Author SHA1 Message Date
Tao ChenandGitHub da308f5f1e Python: New Foundry Hosted Agents samples: RAG, Skills, and Memory (#5822)
* WIP: Add rag sample; need deployment testing

* Rag sample ready

* Add Foundry Skills sample

* WIP: Foundry memory

* Done: Foundry Memory

* Address Copilot comments

* Fix README

* Restore uv.loack
2026-05-15 17:31:57 +00:00
Tao ChenandGitHub 213491da66 Python: Add support for function approval flow in Foundry hosted agent (#5666)
* Add support for function approval flow in Foundry hosted agent

* Address comments

* Address comments

* Address comments
2026-05-07 14:55:26 +00:00
57c901a245 Python: Fix hyperlight WasmSandbox cross-thread Drop and harden hosted-agent sample (#5603)
* update hyperlight to beta and move samples, add hosted agent sample

* Python: Fix hyperlight WasmSandbox cross-thread Drop and harden sample

Root cause: when a worker-side closure raised, the exception's __traceback__
retained frame locals that included the partially constructed PyO3 sandbox.
Future.result() re-raised that exception on the caller thread, and when the
caller's exception was eventually GC'd the frame locals were released
off-thread, dec_ref'ing the unsendable sandbox from the wrong thread and
tripping the PyO3 panic
'_native_wasm::WasmSandbox is unsendable, but is being dropped on another thread'.

Fix:
* Add _SandboxWorker._run_on_worker which catches every exception on the
  worker, drops __traceback__ there, deletes the original exception, and
  re-raises a fresh instance on the caller thread. initialize and execute
  route through it; dispose keeps its bare-submit semantics.
* Add an opt-in diagnostic module _drop_diagnostic (no-op unless
  HYPERLIGHT_TRACE_DROPS=1) that installs a sys.unraisablehook and dumps
  owner-thread + per-thread stacks on any future cross-thread unsendable
  Drop. Useful for triaging similar PyO3 regressions.
* Tests: cross-thread invocation, traceback-leak isolation, _SandboxEntry
  attribute-shape check, and a stale-reference stress test driven through
  asyncio.to_thread.

Sample (samples/04-hosting/foundry-hosted-agents/responses/06_hyperlight_codeact):
* Dockerfile installs agent-framework-* from in-tree source with python/ as
  build context so unreleased fixes can be validated end-to-end.
* call_server.py pins the Responses API version.
* main.py enables include_detailed_errors=True so future tool failures
  surface the actual exception text instead of a bare 'Error: Function
  failed.' string.
* README.md documents the in-tree-package build and the Hyperlight
  hypervisor requirement (/dev/kvm on Linux, MSHV on Windows). Hosted
  environments without hypervisor passthrough surface 'No Hypervisor was
  found for Sandbox'; this is a hosting constraint, not a hyperlight bug.

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

* Python: remove _drop_diagnostic from hyperlight package

The diagnostic module was useful while bisecting the cross-thread Drop bug,
but it is no longer needed now that _SandboxWorker._run_on_worker prevents
the panic at the source.

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

* Python: address PR review feedback on hyperlight

- Use lazy agent_framework.hyperlight import in sample main.py.
- Env-driven endpoint (FOUNDRY_AGENT_ENDPOINT) in call_server.py; remove personal URLs.
- Align agent.yaml model deployment with manifest (gpt-4.1-mini).
- Tighten Dockerfile requirements guard; drop dangling deploy.ps1 reference.
- Preserve exception args when sanitizing tracebacks in _run_on_worker.
- Add public _SandboxWorker.is_alive(); update test to avoid private attr.
- Add namespace coverage tests for agent_framework.hyperlight lazy loader.
- Add prominent note: Foundry hosted-agent runtime does not yet support
  Hyperlight (no hypervisor exposed); container works locally with /dev/kvm.

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

* Python: bump hyperlight-sandbox dependencies to 0.4.x

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

* Python: renumber hyperlight codeact sample to 08

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

* Coerce worker exception args to strings for cross-thread safety

Stringify exc.args on the worker thread before propagating, so any
PyO3 unsendable object captured in args (e.g. via a caller-supplied
callback or underlying SDK) cannot be Dropped on the calling thread.

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

* moved sample

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-05-05 10:06:16 +00:00
Tao ChenandGitHub 5a087885a2 Python: Add hosted agent sample with observability (#5608)
* Add hosted agent sample with observability

* Address comments

* Remove unneeded changes

* Update README
2026-05-04 22:31:47 +00:00
6582926af5 Python: docs(python/samples): recommend uv venv and document Windows ensurepip hang workaround (#5508)
* docs(samples): recommend uv venv to avoid Windows ensurepip hang

Replace bare 'python -m venv .venv' with 'uv venv .venv' as the
recommended approach in azure_functions and foundry-hosted-agents
READMEs. Add a note explaining that python -m venv can hang
indefinitely on Windows with Microsoft Store Python due to a known
ensurepip issue.

This matches the pattern already used in a2a/README.md which uses
uv run exclusively.

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

* Python: docs(python/samples): recommend `uv venv` and document Windows ensurepip hang workaround

Fixes #5401

* fix: correct Windows venv activation commands in foundry-hosted-agents README (#5401)

Split the Windows activation section into separate PowerShell (.venv\Scripts\Activate.ps1)
and Command Prompt (.venv\Scripts\activate.bat) instructions, replacing the incorrect
extensionless `Activate` path.

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

* Address review feedback for #5401: Python: [Samples][Python] `python -m venv` hangs on Windows — READMEs should recommend uv or document workaround

---------

Co-authored-by: Copilot <copilot@github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-05-04 04:46:17 +00:00
18293ffb31 Python: Add sample for hosted agent with files (#5596)
* Add sample for hosted agent with files

* Update python/samples/04-hosting/foundry-hosted-agents/responses/06_files/README.md

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

* Update python/samples/04-hosting/foundry-hosted-agents/responses/06_files/README.md

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

* Update python/samples/04-hosting/foundry-hosted-agents/responses/06_files/README.md

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

* Update python/samples/04-hosting/foundry-hosted-agents/responses/04_foundry_toolbox/README.md

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

* Update python/samples/04-hosting/foundry-hosted-agents/responses/06_files/README.md

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

* Improve README

* Address comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-05-01 18:40:42 +00:00
Tao ChenandGitHub 88347f6494 Python: Update hosting agent samples + fixes (#5485)
* Update foundry hosting samples

* Add file data type support

* Fix file content and add more tests

* Fix README

* Address comments

* Fix int tests

* remove temp
2026-04-28 04:24:05 +00:00
ce8b6305d8 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>
2026-04-21 05:21:27 +00:00