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Bumps the all-dependencies group with 8 updates in the /python/agents/deep-search directory:

Package From To
google-adk 1.28.0 2.1.0
pytest 9.0.2 9.0.3
pytest-asyncio 1.3.0 1.4.0
agent-starter-pack 0.40.0 0.41.3
ruff 0.15.8 0.15.15
mypy 1.20.0 2.1.0
types-pyyaml 6.0.12.20250915 6.0.12.20260518
types-requests 2.33.0.20260327 2.33.0.20260518

Updates google-adk from 1.28.0 to 2.1.0

Release notes

Sourced from google-adk's releases.

v2.1.0

2.1.0 (2026-05-23)

Features

  • Add chart generation and artifact loading to data agent (db06416)
  • Add support for creating sandboxes from templates and snapshots (cbd14eb)
  • Add user.id to gen_ai.user.message log records for telemetry (eb379be)
  • Fix error message telemetry for tool calls (e56c021)
  • Preserve transcription event order in conversation trajectory (b3d0759)

Bug Fixes

  • ci: Add python-dateutil dependency to stale-bot workflow (84fa984)
  • ci: Prevent workflow failures in relocated adk_team samples (55cbc8c)
  • ci: Use absolute path for PYTHONPATH in upload docs workflow (85223e6)
  • cli: Fix --reload_agents for web (1307f8e)
  • cli: Inform user to install optional dependency on missing google.cloud (57d677c)
  • convert Union[Pydantic, Pydantic] tool args at runtime (104edc8), closes #5799
  • Fix bug where grounding metadata in Gemini 3.1 live was being silently discarded (b9751eb)
  • fix input and output transcription finished events for Gemini v3.1 (d17a2a3)
  • lazy-import GCS evaluation managers in evals utility (5f91a9d)
  • Make google-cloud-storage import lazy in skill utils (416775d)
  • resolve circular import caused by llm_request (7e38fc8)
  • Resolve circular import in base_tool (92cf192)
  • tests: Append trailing newline to JSON test outputs (3329ced)
  • tools: Prevent session drop on MCP tool error (933653c)
  • update EditFileTool to handle cross-platform line breaks and escape regex characters (1f24553)

v2.0.0

2.0.0 (2026-05-19)

ADK 2.0 General Availability

This release introduces v2.0.0 General Availability (GA) of the Google Agent Development Kit (ADK), establishing production-grade foundations for multi-agent workflows and advanced dynamic agent collaboration.

Core Architecture Highlights

Multi-Agent Workflow Engine

  • Flexible Execution Graphs: Establishes a model-agnostic engine for orchestrating non-linear, conditional, and cyclical agent execution patterns.
  • Intelligent Task Delegation: Introduces modular workflow abstractions enabling parallel sub-agent workers, nested hierarchical team structures, and resilient dynamic scheduling across complex task execution steps.

Dynamic Agent Collaboration

  • Native Inter-Agent Routing: Provides seamless orchestration for inter-agent messaging, control state handoffs, and context variable propagation across collaborative multi-agent flows.

v2.0.0b1

2.0.0-beta.1 (2026-04-21)

... (truncated)

Changelog

Sourced from google-adk's changelog.

2.1.0 (2026-05-23)

Features

  • Add chart generation and artifact loading to data agent (db06416)
  • Add support for creating sandboxes from templates and snapshots (cbd14eb)
  • Add user.id to gen_ai.user.message log records for telemetry (eb379be)
  • Fix error message telemetry for tool calls (e56c021)
  • Preserve transcription event order in conversation trajectory (b3d0759)

Bug Fixes

  • ci: Add python-dateutil dependency to stale-bot workflow (84fa984)
  • ci: Prevent workflow failures in relocated adk_team samples (55cbc8c)
  • ci: Use absolute path for PYTHONPATH in upload docs workflow (85223e6)
  • cli: Fix --reload_agents for web (1307f8e)
  • cli: Inform user to install optional dependency on missing google.cloud (57d677c)
  • convert Union[Pydantic, Pydantic] tool args at runtime (104edc8), closes #5799
  • Fix bug where grounding metadata in Gemini 3.1 live was being silently discarded (b9751eb)
  • fix input and output transcription finished events for Gemini v3.1 (d17a2a3)
  • lazy-import GCS evaluation managers in evals utility (5f91a9d)
  • Make google-cloud-storage import lazy in skill utils (416775d)
  • resolve circular import caused by llm_request (7e38fc8)
  • Resolve circular import in base_tool (92cf192)
  • tests: Append trailing newline to JSON test outputs (3329ced)
  • tools: Prevent session drop on MCP tool error (933653c)
  • update EditFileTool to handle cross-platform line breaks and escape regex characters (1f24553)

2.0.0 (2026-05-19)

ADK 2.0 General Availability

This release introduces v2.0.0 General Availability (GA) of the Google Agent Development Kit (ADK), establishing production-grade foundations for multi-agent workflows and advanced dynamic agent collaboration.

Core Architecture Highlights

Multi-Agent Workflow Engine

  • Flexible Execution Graphs: Establishes a model-agnostic engine for orchestrating non-linear, conditional, and cyclical agent execution patterns.
  • Intelligent Task Delegation: Introduces modular workflow abstractions enabling parallel sub-agent workers, nested hierarchical team structures, and resilient dynamic scheduling across complex task execution steps.

Dynamic Agent Collaboration

  • Native Inter-Agent Routing: Provides seamless orchestration for inter-agent messaging, control state handoffs, and context variable propagation across collaborative multi-agent flows.

1.34.0 (2026-05-18)

Features

... (truncated)

Commits
  • 6d15e19 chore: update last-release-sha for next release
  • 3a143eb chore(release/candidate): release 2.1.0 (#5816)
  • 7ad7994 chore: Set python unit test timeout to 10 minutes
  • eaff9c0 feat: Update check-file-contents.yml to check for non-mTLS hardcoded endpoints
  • 104edc8 fix: convert Union[Pydantic, Pydantic] tool args at runtime
  • b3d0759 feat: Preserve transcription event order in conversation trajectory
  • cbd14eb feat: Add support for creating sandboxes from templates and snapshots
  • db06416 feat: Add chart generation and artifact loading to data agent
  • ecb759c ci: Support bot-authored commits in PR handler
  • e56c021 feat: Fix error message telemetry for tool calls
  • Additional commits viewable in compare view

Updates pytest from 9.0.2 to 9.0.3

Release notes

Sourced from pytest's releases.

9.0.3

pytest 9.0.3 (2026-04-07)

Bug fixes

  • #12444: Fixed pytest.approx which now correctly takes into account ~collections.abc.Mapping keys order to compare them.

  • #13634: Blocking a conftest.py file using the -p no: option is now explicitly disallowed.

    Previously this resulted in an internal assertion failure during plugin loading.

    Pytest now raises a clear UsageError explaining that conftest files are not plugins and cannot be disabled via -p.

  • #13734: Fixed crash when a test raises an exceptiongroup with __tracebackhide__ = True.

  • #14195: Fixed an issue where non-string messages passed to unittest.TestCase.subTest() were not printed.

  • #14343: Fixed use of insecure temporary directory (CVE-2025-71176).

Improved documentation

  • #13388: Clarified documentation for -p vs PYTEST_PLUGINS plugin loading and fixed an incorrect -p example.
  • #13731: Clarified that capture fixtures (e.g. capsys and capfd) take precedence over the -s / --capture=no command-line options in Accessing captured output from a test function <accessing-captured-output>.
  • #14088: Clarified that the default pytest_collection hook sets session.items before it calls pytest_collection_finish, not after.
  • #14255: TOML integer log levels must be quoted: Updating reference documentation.

Contributor-facing changes

  • #12689: The test reports are now published to Codecov from GitHub Actions. The test statistics is visible on the web interface.

    -- by aleguy02

Commits

Updates pytest-asyncio from 1.3.0 to 1.4.0

Release notes

Sourced from pytest-asyncio's releases.

pytest-asyncio v1.4.0

1.4.0 - 2026-05-26

Deprecated

  • Overriding the event_loop_policy fixture is deprecated. Use the pytest_asyncio_loop_factories hook instead. (#1419)

Added

  • Added the pytest_asyncio_loop_factories hook to parametrize asyncio tests with custom event loop factories.

    The hook returns a mapping of factory names to loop factories, and pytest.mark.asyncio(loop_factories=[...]) selects a subset of configured factories per test. When a single factory is configured, test names are unchanged.

    Synchronous @pytest_asyncio.fixture functions now see the correct event loop when custom loop factories are configured, even when test code disrupts the current event loop (e.g., via asyncio.run() or asyncio.set_event_loop(None)). (#1164)

Changed

  • Improved the readability of the warning message that is displayed when asyncio_default_fixture_loop_scope is unset (#1298)
  • Only import asyncio.AbstractEventLoopPolicy for type checking to avoid raising a DeprecationWarning. (#1394)
  • Updated minimum supported pytest version to v8.4.0. (#1397)

Fixed

  • Fixed a ResourceWarning: unclosed event loop warning that could occur when a synchronous test called asyncio.run() or otherwise unset the current event loop after pytest-asyncio had run an async test or fixture. (#724)

Notes for Downstream Packagers

  • Added dependency on sphinx-tabs >= 3.5 to organize documentation examples into tabs. (#1395)

pytest-asyncio v1.4.0a2

1.4.0a2 - 2026-05-02

Deprecated

  • Overriding the event_loop_policy fixture is deprecated. Use the pytest_asyncio_loop_factories hook instead. (#1419)

Added

  • Added the pytest_asyncio_loop_factories hook to parametrize asyncio tests with custom event loop factories.

    The hook returns a mapping of factory names to loop factories, and pytest.mark.asyncio(loop_factories=[...]) selects a subset of configured factories per test. When a single factory is configured, test names are unchanged on pytest 8.4+.

    Synchronous @pytest_asyncio.fixture functions now see the correct event loop when custom loop factories are configured, even when test code disrupts the current event loop (e.g., via asyncio.run() or asyncio.set_event_loop(None)). (#1164)

Changed

  • Improved the readability of the warning message that is displayed when asyncio_default_fixture_loop_scope is unset (#1298)
  • Only import asyncio.AbstractEventLoopPolicy for type checking to avoid raising a DeprecationWarning. (#1394)

... (truncated)

Commits
  • 6e14cd2 chore: Prepare release of v1.4.0.
  • 4b900fb Build(deps): Bump codecov/codecov-action from 6.0.0 to 6.0.1
  • ab9f632 Build(deps): Bump zipp from 3.23.1 to 4.1.0
  • a56fc77 Build(deps): Bump hypothesis from 6.152.6 to 6.152.8
  • e8bae9b Build(deps): Bump requests from 2.34.0 to 2.34.2
  • fc43340 Build(deps): Bump idna from 3.14 to 3.15
  • 762eaf5 Build(deps): Bump jaraco-functools from 4.4.0 to 4.5.0
  • b62e222 Build(deps): Bump click from 8.3.3 to 8.4.0
  • 9190447 Build(deps): Bump pydantic from 2.13.3 to 2.13.4
  • 82a393c ci: Remove unnecessary debug output.
  • Additional commits viewable in compare view

Updates agent-starter-pack from 0.40.0 to 0.41.3

Release notes

Sourced from agent-starter-pack's releases.

v0.41.3

What's Changed

Full Changelog: GoogleCloudPlatform/agent-starter-pack@v0.41.2...v0.41.3

v0.41.2

What's Changed

Full Changelog: GoogleCloudPlatform/agent-starter-pack@v0.41.1...v0.41.2

v0.41.1

What's Changed

Full Changelog: GoogleCloudPlatform/agent-starter-pack@v0.41.0...v0.41.1

v0.41.0

What's Changed

Full Changelog: GoogleCloudPlatform/agent-starter-pack@v0.40.1...v0.41.0

v0.40.1

What's Changed

Full Changelog: GoogleCloudPlatform/agent-starter-pack@v0.40.0...v0.40.1

Commits
  • facbda1 chore: bump version to 0.41.3 (#953)
  • f3cb073 docs: announce agents-cli as the next evolution of Agent Starter Pack (#952)
  • 6beab9d chore: bump version to 0.41.2 (#949)
  • f3d58ef chore: regenerate uv lock files + pin langgraph-prebuilt<1.0.9 (#948)
  • 7d89d9c chore: bump version to 0.41.1 (#944)
  • 98a1854 Merge pull request #941 from GoogleCloudPlatform/change-default-region-to-us-...
  • b026e93 chore: regenerate makefile hashes for us-east1 region
  • 3a91d20 chore: remove vertex-agent-garden labels from deploy.py (#942)
  • 2c742da chore: change default region from us-west1 to us-east1
  • 847e2f3 fix: align process_data timestamps to UTC to match ingest_data cutoff filter ...
  • Additional commits viewable in compare view

Updates ruff from 0.15.8 to 0.15.15

Release notes

Sourced from ruff's releases.

0.15.15

Release Notes

Released on 2026-05-28.

Preview features

  • Fix Markdown closing fence handling (#25310)
  • [pyflakes] Report duplicate imports in typing.TYPE_CHECKING block (F811) (#22560)

Bug fixes

  • [pyflakes] Treat function-scope bare annotations as locals per PEP 526 (F821) (#21540)

Performance

  • Avoid redundant TokenValue drops in the lexer (#25300)
  • Reduce memory usage by dropping token-excess capacity and improve performance by approximating the initial tokens Vec size (#25354)
  • Use ThinVec in AST to shrink Stmt (#25361)

Documentation

  • Fix line-length example for --config option (#25389)
  • [flake8-comprehensions] Document RecursionError edge case in __len__ (C416) (#25286)
  • [mccabe] Improve example (C901) (#25287)
  • [pyupgrade] Clarify fix safety docs (UP007, UP045) (#25288)
  • [refurb] Document FURB192 exception change for empty sequences (#25317)
  • [ruff] Document false negative for user-defined types (RUF013) (#25289)

Formatter

  • Fix formatting of lambdas nested within f-strings (#25398)

Server

  • Return code action for codeAction/resolve requests that contain no or no valid URL (#25365)

Other changes

  • Expand semantic syntax errors for invalid walruses (#25415)

Contributors

... (truncated)

Changelog

Sourced from ruff's changelog.

0.15.15

Released on 2026-05-28.

Preview features

  • Fix Markdown closing fence handling (#25310)
  • [pyflakes] Report duplicate imports in typing.TYPE_CHECKING block (F811) (#22560)

Bug fixes

  • [pyflakes] Treat function-scope bare annotations as locals per PEP 526 (F821) (#21540)

Performance

  • Avoid redundant TokenValue drops in the lexer (#25300)
  • Reduce memory usage by dropping token-excess capacity and improve performance by approximating the initial tokens Vec size (#25354)
  • Use ThinVec in AST to shrink Stmt (#25361)

Documentation

  • Fix line-length example for --config option (#25389)
  • [flake8-comprehensions] Document RecursionError edge case in __len__ (C416) (#25286)
  • [mccabe] Improve example (C901) (#25287)
  • [pyupgrade] Clarify fix safety docs (UP007, UP045) (#25288)
  • [refurb] Document FURB192 exception change for empty sequences (#25317)
  • [ruff] Document false negative for user-defined types (RUF013) (#25289)

Formatter

  • Fix formatting of lambdas nested within f-strings (#25398)

Server

  • Return code action for codeAction/resolve requests that contain no or no valid URL (#25365)

Other changes

  • Expand semantic syntax errors for invalid walruses (#25415)

Contributors

... (truncated)

Commits
  • db5aa0a Bump 0.15.15 (#25431)
  • 366fe21 [ty] Improve diagnostics for syntax errors in forward annotations (#25158)
  • e2e1e64 [ty] Remove excess capacity from more Salsa cached collections (#25411)
  • 1bd77e1 [ty] Use diagnostic message as tie breaker when sorting (#25424)
  • 7e1bc1e Add agent skills for working on ty (#25422)
  • 574e107 Expand semantic syntax errors for invalid walruses (#25415)
  • 4a7ca06 [ty] Display docs for matching parameter when hovering over the name of an ar...
  • 5432709 Refine a few agents instructions (#25423)
  • 3cb09eb [ty] Support typing.TypeForm (#25334)
  • c8cd59f [ty] Infer class attributes assigned by metaclass initialization (#25342)
  • Additional commits viewable in compare view

Updates mypy from 1.20.0 to 2.1.0

Changelog

Sourced from mypy's changelog.

Mypy Release Notes

Next Release

Mypy 2.1

We’ve just uploaded mypy 2.1.0 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features, performance improvements and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

librt.vecs: Fast Growable Array Type for Mypyc

The new librt.vecs module provides an efficient growable array type vec that is optimized for mypyc use. It provides fast, packed arrays with integer and floating point value types, which can be several times faster than list, and tens of times faster than array.array in code compiled using mypyc. It also supports nested vec objects and non-value-type items, such as vec[vec[str]].

Refer to the documentation for the details.

Contributed by Jukka Lehtosalo.

librt.random: Fast Pseudo-Random Number Generation

The new librt.random module provides fast pseudo-random number generation that is optimized for code compiled using mypyc. It can be 3x to 10x faster than the stdlib random module in compiled code.

Refer to the documentation for the details.

Contributed by Jukka Lehtosalo (PR 21433).

Mypyc Improvements

  • Enable incremental self-compilation (Vaggelis Danias, PR 21369)
  • Make compilation order with multiple files consistent (Piotr Sawicki, PR 21419)
  • Fix crash on accessing StopAsyncIteration (Piotr Sawicki, PR 21406)
  • Fix incremental compilation with separate flag (Vaggelis Danias, PR 21299)

Fixes to Crashes

  • Fix crash on partial type with --allow-redefinition and global declaration (Jukka Lehtosalo, PR 21428)
  • Fix broken awaitable generator patching (Ivan Levkivskyi, PR 21435)

... (truncated)

Commits

Updates types-pyyaml from 6.0.12.20250915 to 6.0.12.20260518

Commits

Updates types-requests from 2.33.0.20260327 to 2.33.0.20260518

Commits

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@dependabot
chore(deps): bump the all-dependencies group across 1 directory with …
6d54d04 
…8 updates

Bumps the all-dependencies group with 8 updates in the /python/agents/deep-search directory:

| Package | From | To |
| --- | --- | --- |
| [google-adk](https://github.com/google/adk-python) | `1.28.0` | `2.1.0` |
| [pytest](https://github.com/pytest-dev/pytest) | `9.0.2` | `9.0.3` |
| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |
| [agent-starter-pack](https://github.com/GoogleCloudPlatform/agent-starter-pack) | `0.40.0` | `0.41.3` |
| [ruff](https://github.com/astral-sh/ruff) | `0.15.8` | `0.15.15` |
| [mypy](https://github.com/python/mypy) | `1.20.0` | `2.1.0` |
| [types-pyyaml](https://github.com/python/typeshed) | `6.0.12.20250915` | `6.0.12.20260518` |
| [types-requests](https://github.com/python/typeshed) | `2.33.0.20260327` | `2.33.0.20260518` |



Updates `google-adk` from 1.28.0 to 2.1.0
- [Release notes](https://github.com/google/adk-python/releases)
- [Changelog](https://github.com/google/adk-python/blob/v2.1.0/CHANGELOG.md)
- [Commits](google/adk-python@v1.28.0...v2.1.0)

Updates `pytest` from 9.0.2 to 9.0.3
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](pytest-dev/pytest@9.0.2...9.0.3)

Updates `pytest-asyncio` from 1.3.0 to 1.4.0
- [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases)
- [Commits](pytest-dev/pytest-asyncio@v1.3.0...v1.4.0)

Updates `agent-starter-pack` from 0.40.0 to 0.41.3
- [Release notes](https://github.com/GoogleCloudPlatform/agent-starter-pack/releases)
- [Commits](GoogleCloudPlatform/agent-starter-pack@v0.40.0...v0.41.3)

Updates `ruff` from 0.15.8 to 0.15.15
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](astral-sh/ruff@0.15.8...0.15.15)

Updates `mypy` from 1.20.0 to 2.1.0
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](python/mypy@v1.20.0...v2.1.0)

Updates `types-pyyaml` from 6.0.12.20250915 to 6.0.12.20260518
- [Commits](https://github.com/python/typeshed/commits)

Updates `types-requests` from 2.33.0.20260327 to 2.33.0.20260518
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: google-adk
  dependency-version: 2.1.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: all-dependencies
- dependency-name: pytest
  dependency-version: 9.0.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: all-dependencies
- dependency-name: pytest-asyncio
  dependency-version: 1.4.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: all-dependencies
- dependency-name: agent-starter-pack
  dependency-version: 0.41.3
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: all-dependencies
- dependency-name: ruff
  dependency-version: 0.15.15
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: all-dependencies
- dependency-name: mypy
  dependency-version: 2.1.0
  dependency-type: direct:development
  update-type: version-update:semver-major
  dependency-group: all-dependencies
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260518
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: all-dependencies
- dependency-name: types-requests
  dependency-version: 2.33.0.20260518
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: all-dependencies
...

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