Files
agent-framework/python/pyproject.toml
T
Björn Holtvogt 485af07b8c Python: Add GeminiChatClient (#4847)
* Add agent-framework-gemini package

* Add AGENTS.md documentation

* Add LICENSE file

* Add README.md for agent-framework-gemini package

* Add Google Gemini API keys to .env.example

* Add Google Gemini chat client implementation

* Add tests for GeminiChatClient

* Add Google Gemini agent examples

* Fix client inheritence order

* Update Gemini agent examples

* Update documentation

* Update AGENTS.md

* Add tests for JSON string handling in GeminiChatClient

* Add final response assembly test in GeminiChatClient

* Add tests for handling empty candidates in GeminiChatClient

* Improve Pydantic response handling in GeminiChatClient

* Add tests for function result resolution and callable tool normalization

* Add test for function result resolution when call_id is generated

* Refactor GeminiChatClient to correct inheritance order

Also updates constructor parameter order for environment file handling

* Enhance documentation and clarify Gemini-specific fields

* Update ThinkingConfig with new attributes and type

* Add tests for GoogleSearch and GoogleMaps configs

* Suppress valid-type mypy error on GeminiChatOptionsT

* Move service_url method near overrides

* Order _prepare_config kwargs by base then Gemini-specific

* Use FunctionCallingConfigMode for clarity and type safety

* Fix code_execution doc

* Add agent-framework-gemini to project dependencies

* Remove package from core dependencies

Initial release will be done without agent-framework-gemini in
core[all].

* Move integration tests into one file

* Remove __init__.py file from gemini tests directory

* Introduce RawGeminiChatClient as lightweight chat client

Updated GeminiChatClient to inherit from RawGeminiChatClient, maintaining full functionality with added features.

* Updated variable names from `model_id` to `model`

Across the codebase, including environment variables and client initialization. Adjusted related tests and sample scripts to reflect this change, ensuring consistency in the usage of the Gemini model identifier.

* Update AGENTS.md

* Update Gemini package to alpha status

* Fix docstrings in Gemini tests

* Change 'model_id' to 'model' in response handling

* Fix model property change in response handling

* Add built-in tool factory methods to Gemini client

Replaces boolean tool options (code_execution, google_search_grounding,
google_maps_grounding) with static factory methods that return types.Tool
objects: get_code_interpreter_tool, get_web_search_tool, get_mcp_tool,
get_file_search_tool, and get_maps_grounding_tool.

Simplifies _prepare_tools to a single translation boundary between
FunctionTool (framework) and FunctionDeclaration (Gemini API), with
types.Tool objects passed through unchanged.

* Surface code execution parts

_parse_parts now maps executable_code and code_execution_result
parts to text Content objects so callers can see the code run
and its output. Unknown part types log at debug level rather than
being silently dropped.

* Update Gemini client documentation

* Unify Gemini model name

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Update Agent Framework core version

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Add Python 3.14 in classifiers

* Replace kwargs with parameters in tool factories

* Refactor chat options handling in Gemini client

* Add tests for handling unknown and consumed keys

* Update Gemini documentation

Now reflects new options and built-in tool factory methods

* Change build system to flit

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Fix build system in pyproject.toml

* Fix type checking for generate_content_stream

---------

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
2026-04-14 10:18:26 +00:00

428 lines
16 KiB
TOML

[project]
name = "agent-framework"
description = "Microsoft Agent Framework for building AI Agents with Python. This package contains all the core and optional packages."
authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
readme = "README.md"
requires-python = ">=3.10"
version = "1.0.1"
license-files = ["LICENSE"]
urls.homepage = "https://aka.ms/agent-framework"
urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
urls.issues = "https://github.com/microsoft/agent-framework/issues"
classifiers = [
"License :: OSI Approved :: MIT License",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Typing :: Typed",
]
dependencies = [
"agent-framework-core[all]==1.0.1",
]
[dependency-groups]
dev = [
"uv==0.11.3",
"flit==3.12.0",
"ruff==0.15.8",
"pytest==9.0.2",
"pytest-asyncio==1.3.0",
"pytest-cov==7.1.0",
"pytest-xdist[psutil]==3.8.0",
"pytest-timeout==2.4.0",
"pytest-retry==1.7.0",
"mypy==1.20.0",
"pyright==1.1.408",
"mcp[ws]==1.27.0",
"opentelemetry-sdk==1.40.0",
#tasks
"poethepoet==0.42.1",
"rich>=13.7.1,<15.0.0",
"tomli==2.4.1",
"prek==0.3.8",
]
[tool.uv]
package = false
prerelease = "if-necessary-or-explicit"
# Keep transitive litellm below the compromised 1.82.7/1.82.8 releases.
constraint-dependencies = ["litellm<1.82.7"]
environments = [
"sys_platform == 'darwin'",
"sys_platform == 'linux'",
"sys_platform == 'win32'"
]
[tool.uv.workspace]
members = [ "packages/*" ]
[tool.uv.sources]
agent-framework = { workspace = true }
agent-framework-core = { workspace = true }
agent-framework-a2a = { workspace = true }
agent-framework-ag-ui = { workspace = true }
agent-framework-azure-ai-search = { workspace = true }
agent-framework-azure-cosmos = { workspace = true }
agent-framework-anthropic = { workspace = true }
agent-framework-azurefunctions = { workspace = true }
agent-framework-bedrock = { workspace = true }
agent-framework-chatkit = { workspace = true }
agent-framework-claude = { workspace = true }
agent-framework-copilotstudio = { workspace = true }
agent-framework-declarative = { workspace = true }
agent-framework-devui = { workspace = true }
agent-framework-durabletask = { workspace = true }
agent-framework-foundry = { workspace = true }
agent-framework-foundry-local = { workspace = true }
agent-framework-gemini = { workspace = true }
agent-framework-github-copilot = { workspace = true }
agent-framework-lab = { workspace = true }
agent-framework-mem0 = { workspace = true }
agent-framework-ollama = { workspace = true }
agent-framework-openai = { workspace = true }
agent-framework-orchestrations = { workspace = true }
agent-framework-purview = { workspace = true }
agent-framework-redis = { workspace = true }
litellm = { url = "https://files.pythonhosted.org/packages/57/77/0c6eca2cb049793ddf8ce9cdcd5123a35666c4962514788c4fc90edf1d3b/litellm-1.82.1-py3-none-any.whl" }
[tool.ruff]
line-length = 120
target-version = "py310"
fix = true
include = ["*.py", "*.pyi", "**/pyproject.toml", "*.ipynb"]
exclude = ["scripts"]
extend-exclude = [
"[{][{]cookiecutter.package_name[}][}]",
]
preview = true
[tool.ruff.lint]
fixable = ["ALL"]
unfixable = []
select = [
"ASYNC", # async checks
"B", # bugbear checks
"CPY", # copyright
"D", # pydocstyle checks
"E", # pycodestyle error checks
"ERA", # remove connected out code
"F", # pyflakes checks
"FIX", # fixme checks
"I", # isort
"INP", # implicit namespace package
"ISC", # implicit string concat
"Q", # flake8-quotes checks
"RET", # flake8-return check
"RSE", # raise exception parantheses check
"RUF", # RUF specific rules
"SIM", # flake8-simplify check
"T20", # typing checks
"TD", # todos
"W", # pycodestyle warning checks
"T100", # Debugger,
"S", # Bandit checks
]
ignore = [
"D100", # allow missing docstring in public module
"D104", # allow missing docstring in public package
"D418", # allow overload to have a docstring
"TD003", # allow missing link to todo issue
"FIX002", # allow todo
"B027", # allow empty non-abstract method in ABC
"B905", # `zip()` without an explicit `strict=` parameter
"RUF067", # allow version detection in __init__.py
]
[tool.ruff.lint.per-file-ignores]
# Ignore all directories named `tests` and `samples`.
"**/tests/**" = ["D", "INP", "TD", "ERA001", "RUF", "S"]
"samples/**" = ["D", "INP", "ERA001", "RUF", "S", "T201", "CPY"]
"*.ipynb" = ["CPY", "E501"]
[tool.ruff.format]
docstring-code-format = true
[tool.ruff.lint.pydocstyle]
convention = "google"
[tool.ruff.lint.flake8-copyright]
notice-rgx = "^# Copyright \\(c\\) Microsoft\\. All rights reserved\\."
min-file-size = 1
[tool.pytest.ini_options]
testpaths = ['packages/**/tests', 'packages/**/ag_ui_tests']
norecursedirs = '**/lab/**'
addopts = "-ra -q -r fEX"
asyncio_mode = "auto"
asyncio_default_fixture_loop_scope = "function"
filterwarnings = []
timeout = 60
markers = [
"azure: marks tests as Azure provider specific",
"azure-ai: marks tests as Azure AI provider specific",
"openai: marks tests as OpenAI provider specific",
"integration: marks tests as integration tests that require external services",
]
[tool.coverage.run]
omit = [
"**/__init__.py"
]
[tool.pyright]
exclude = ["**/tests/**", "**/.venv/**", "packages/devui/frontend/**"]
typeCheckingMode = "strict"
reportUnnecessaryIsInstance = false
reportMissingTypeStubs = false
reportUnnecessaryCast = "error"
# Tests intentionally probe internal implementation details.
executionEnvironments = [
{ root = "packages/a2a/tests", reportPrivateUsage = "none" },
{ root = "packages/ag-ui/tests", reportPrivateUsage = "none" },
{ root = "packages/anthropic/tests", reportPrivateUsage = "none" },
{ root = "packages/azure-ai-search/tests", reportPrivateUsage = "none" },
{ root = "packages/azure-cosmos/tests", reportPrivateUsage = "none" },
{ root = "packages/azurefunctions/tests", reportPrivateUsage = "none" },
{ root = "packages/bedrock/tests", reportPrivateUsage = "none" },
{ root = "packages/chatkit/tests", reportPrivateUsage = "none" },
{ root = "packages/claude/tests", reportPrivateUsage = "none" },
{ root = "packages/copilotstudio/tests", reportPrivateUsage = "none" },
{ root = "packages/core/tests", reportPrivateUsage = "none" },
{ root = "packages/declarative/tests", reportPrivateUsage = "none" },
{ root = "packages/devui/tests", reportPrivateUsage = "none" },
{ root = "packages/durabletask/tests", reportPrivateUsage = "none" },
{ root = "packages/foundry/tests", reportPrivateUsage = "none" },
{ root = "packages/foundry_local/tests", reportPrivateUsage = "none" },
{ root = "packages/github_copilot/tests", reportPrivateUsage = "none" },
{ root = "packages/lab/gaia/tests", reportPrivateUsage = "none" },
{ root = "packages/lab/lightning/tests", reportPrivateUsage = "none" },
{ root = "packages/lab/tau2/tests", reportPrivateUsage = "none" },
{ root = "packages/mem0/tests", reportPrivateUsage = "none" },
{ root = "packages/ollama/tests", reportPrivateUsage = "none" },
{ root = "packages/orchestrations/tests", reportPrivateUsage = "none" },
{ root = "packages/purview/tests", reportPrivateUsage = "none" },
{ root = "packages/redis/tests", reportPrivateUsage = "none" },
{ root = "tests", reportPrivateUsage = "none" },
]
[tool.mypy]
plugins = ['pydantic.mypy']
strict = true
python_version = "3.10"
ignore_missing_imports = true
disallow_untyped_defs = true
no_implicit_optional = true
check_untyped_defs = true
warn_return_any = true
show_error_codes = true
warn_unused_ignores = false
disallow_incomplete_defs = true
disallow_untyped_decorators = true
[tool.bandit]
targets = ["agent_framework"]
exclude_dirs = ["tests", "scripts", "samples"]
[tool.poe]
executor.type = "uv"
# Workspace setup
[tool.poe.tasks.install]
help = "Install all workspace packages, extras, and dev dependencies from the lockfile."
cmd = "uv sync --all-packages --all-extras --dev --frozen --prerelease=if-necessary-or-explicit"
[tool.poe.tasks.setup]
help = "Create the workspace virtual environment for -P/--python, install dependencies, and install prek hooks."
sequence = [
{ ref = "venv --python $python"},
{ ref = "install" },
{ ref = "prek-install" }
]
args = [{ name = "python", default = "3.13", options = ['-P', '-p', '--python'] }]
[tool.poe.tasks.venv]
help = "Create or recreate the workspace virtual environment for -P/--python."
cmd = "uv venv --clear --python $python"
args = [{ name = "python", default = "3.13", options = ['-P', '-p', '--python'] }]
[tool.poe.tasks.prek-install]
help = "Install or refresh the prek git hooks."
cmd = "prek install --overwrite"
# Syntax, typing, and validation
[tool.poe.tasks.syntax]
help = "Run Ruff formatting and Ruff checks for -P/--package packages, or use -S/--samples; add -F/--format or -C/--check to narrow the mode."
cmd = "python scripts/workspace_poe_tasks.py syntax"
[tool.poe.tasks.fmt]
help = "DEPRECATED: Use `syntax --format` instead."
cmd = "python scripts/workspace_poe_tasks.py syntax --format"
[tool.poe.tasks.format]
help = "DEPRECATED: Use `syntax --format` instead."
cmd = "python scripts/workspace_poe_tasks.py syntax --format"
[tool.poe.tasks.lint]
help = "DEPRECATED: Use `syntax --check` instead."
cmd = "python scripts/workspace_poe_tasks.py syntax --check"
[tool.poe.tasks.samples-lint]
help = "DEPRECATED: Use `syntax --samples --check` instead."
cmd = "python scripts/workspace_poe_tasks.py syntax --samples --check"
[tool.poe.tasks.pyright]
help = "Run Pyright for -P/--package packages, use -A/--all for one aggregate sweep, or use -S/--samples for sample checks."
cmd = "python scripts/workspace_poe_tasks.py pyright"
[tool.poe.tasks.mypy]
help = "Run MyPy for -P/--package packages, or use -A/--all for one aggregate sweep."
cmd = "python scripts/workspace_poe_tasks.py mypy"
[tool.poe.tasks.typing]
help = "Run both MyPy and Pyright for -P/--package packages, or use -A/--all for aggregate mode."
cmd = "python scripts/workspace_poe_tasks.py typing"
[tool.poe.tasks.samples-syntax]
help = "DEPRECATED: Use `pyright --samples` instead."
cmd = "python scripts/workspace_poe_tasks.py pyright --samples"
[tool.poe.tasks.check-packages]
help = "Run `syntax` and `pyright` for -P/--package packages."
cmd = "python scripts/workspace_poe_tasks.py check-packages"
[tool.poe.tasks.check]
help = "Run package syntax, pyright, and tests for -P/--package packages; without -P also include sample checks and markdown code lint, or use -S/--samples for sample-only checks."
cmd = "python scripts/workspace_poe_tasks.py check"
[tool.poe.tasks.markdown-code-lint]
help = "Lint Python code blocks embedded in README and sample markdown files."
cmd = "uv run python scripts/check_md_code_blocks.py 'README.md' './packages/**/README.md' './samples/**/*.md' --exclude cookiecutter-agent-framework-lab --exclude tau2 --exclude 'packages/devui/frontend' --exclude context_providers/azure_ai_search"
# Testing
[tool.poe.tasks.test]
help = "Run tests for -P/--package packages, or use -A/--all for one aggregate sweep; add -C/--cov for coverage."
cmd = "python scripts/workspace_poe_tasks.py test"
[tool.poe.tasks.all-tests]
help = "DEPRECATED: Use `test --all` instead."
cmd = "python scripts/workspace_poe_tasks.py test --all"
[tool.poe.tasks.all-tests-cov]
help = "DEPRECATED: Use `test --all --cov` instead."
cmd = "python scripts/workspace_poe_tasks.py test --all --cov"
# Build and publishing
[tool.poe.tasks._clean-dist-packages]
cmd = "python scripts/workspace_poe_tasks.py clean-dist"
[tool.poe.tasks._clean-dist-meta]
cmd = "rm -rf dist"
[tool.poe.tasks.clean-dist]
help = "Remove generated dist artifacts for -P/--package packages and the root meta package."
sequence = [
{ ref = "_clean-dist-packages --package ${project}" },
{ ref = "_clean-dist-meta" },
]
args = [{ name = "project", default = "*", options = ["-P", "--package"] }]
[tool.poe.tasks._build-packages]
cmd = "python scripts/workspace_poe_tasks.py build"
[tool.poe.tasks._build-meta]
cmd = "python -m flit build"
[tool.poe.tasks.build]
help = "Build -P/--package packages and the root meta package."
sequence = [
{ ref = "_build-packages --package ${project}" },
{ ref = "_build-meta" },
]
args = [{ name = "project", default = "*", options = ["-P", "--package"] }]
[tool.poe.tasks.publish]
help = "Publish built distributions with uv."
cmd = "uv publish"
# Dependency maintenance
[tool.poe.tasks.upgrade-dev-dependency-pins]
help = "Repin the workspace dev dependency versions used in pyproject.toml."
cmd = "python -m scripts.dependencies.upgrade_dev_dependencies"
[tool.poe.tasks._upgrade-lockfile]
cmd = "uv lock --upgrade"
[tool.poe.tasks.upgrade-dev-dependencies]
help = "Repin dev dependencies, refresh uv.lock, reinstall, and rerun validation commands."
sequence = [
{ ref = "upgrade-dev-dependency-pins" },
{ ref = "_upgrade-lockfile" },
{ ref = "install" },
{ ref = "check" },
{ ref = "typing" },
]
[tool.poe.tasks.add-dependency-to-project]
help = "Add a dependency to a -P/--package workspace package selected by short name such as `core`."
cmd = "python -m scripts.dependencies.add_dependency_to_project --package ${project} --dependency ${dependency}"
args = [
{ name = "project", options = ["-P", "--package"] },
{ name = "dependency", options = ["-D", "-d", "--dependency"] },
]
[tool.poe.tasks.validate-dependency-bounds-test]
help = "Run workspace dependency-bound validation in test mode, optionally scoped with -P/--package short names such as `core`."
shell = "python -m scripts.dependencies.validate_dependency_bounds --mode test --package \"$project\""
args = [{ name = "project", default = "*", options = ["-P", "--package"] }]
[tool.poe.tasks.validate-dependency-bounds-project]
help = "Validate lower and upper dependency bounds for a -P/--package workspace package, optionally narrowed with -M/--mode and -D/--dependency."
shell = """
command=(python -m scripts.dependencies.validate_dependency_bounds --mode "${mode}" --package "${project}")
if [ -n "${dependency}" ]; then
command+=(--dependencies "${dependency}")
fi
"${command[@]}"
"""
interpreter = "bash"
args = [
{ name = "mode", default = "both", options = ["-M", "-m", "--mode"] },
{ name = "project", default = "*", options = ["-P", "--package"] },
{ name = "dependency", default = "", options = ["-D", "-d", "--dependency"] },
]
[tool.poe.tasks.add-dependency-and-validate-bounds]
help = "Add a dependency to a -P/--package workspace package selected by short name such as `core`, then validate its dependency bounds with -D/--dependency."
sequence = [
{ ref = "add-dependency-to-project --package ${project} --dependency ${dependency}" },
{ ref = "validate-dependency-bounds-project --mode both --package ${project} --dependency ${dependency}" },
]
args = [
{ name = "project", options = ["-P", "--package"] },
{ name = "dependency", options = ["-D", "-d", "--dependency"] },
]
[tool.setuptools.packages.find]
where = ["packages"]
include = ["agent_framework**"]
namespaces = true
[[tool.uv.index]]
name = "testpypi"
url = "https://test.pypi.org/simple/"
publish-url = "https://test.pypi.org/legacy/"
explicit = true
[tool.flit.module]
name = "agent_framework_meta"
[build-system]
requires = ["flit-core >= 3.11,<4.0"]
build-backend = "flit_core.buildapi"