Files
agent-framework/python/packages/ag-ui/pyproject.toml
T
Eduard van Valkenburg 6138487888 Python: Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference (#4207)
* Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference

Add embedding client implementations to existing provider packages:

- OllamaEmbeddingClient: Text embeddings via Ollama's embed API
- BedrockEmbeddingClient: Text embeddings via Amazon Titan on Bedrock
- AzureAIInferenceEmbeddingClient: Text and image embeddings via Azure AI
  Inference, supporting Content | str input with separate model IDs for
  text (AZURE_AI_INFERENCE_EMBEDDING_MODEL_ID) and image
  (AZURE_AI_INFERENCE_IMAGE_EMBEDDING_MODEL_ID) endpoints

Additional changes:
- Rename EmbeddingCoT -> EmbeddingT, EmbeddingOptionsCoT -> EmbeddingOptionsT
- Add otel_provider_name passthrough to all embedding clients
- Register integration pytest marker in all packages
- Add lazy-loading namespace exports for Ollama and Bedrock embeddings
- Add image embedding sample using Cohere-embed-v3-english
- Add azure-ai-inference dependency to azure-ai package

Part of #1188

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

* Fix mypy duplicate name and ruff lint issues

- Rename second 'vector' variable to 'img_vector' in image embedding loop
- Combine nested with statements in tests
- Remove unused result assignments in tests

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

* updates from feedback

* Fix CI failures in embedding usage handling

- Fix Azure AI embedding mypy issues by normalizing vectors to list[float],
  safely accumulating optional usage token fields, and filtering None entries
  before constructing GeneratedEmbeddings
- Avoid Bandit false positive by initializing usage details as an empty dict
- Update OpenAI embedding tests to assert canonical usage keys
  (input_token_count/total_token_count)

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

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-02-25 17:45:08 +00:00

77 lines
2.1 KiB
TOML

[project]
name = "agent-framework-ag-ui"
version = "1.0.0b260219"
description = "AG-UI protocol integration for Agent Framework"
readme = "README.md"
license-files = ["LICENSE"]
authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
requires-python = ">=3.10"
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 :: 4 - Beta",
"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",
"Typing :: Typed",
]
dependencies = [
"agent-framework-core>=1.0.0rc1",
"ag-ui-protocol>=0.1.9",
"fastapi>=0.115.0",
"uvicorn>=0.30.0"
]
[project.optional-dependencies]
dev = [
"pytest>=8.0.0",
"httpx>=0.27.0",
]
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"
[tool.hatch.build.targets.wheel]
packages = ["agent_framework_ag_ui", "agent_framework_ag_ui_examples"]
[tool.pytest.ini_options]
asyncio_mode = "auto"
testpaths = ["tests/ag_ui"]
pythonpath = ["."]
markers = [
"integration: marks tests as integration tests that require external services",
]
[tool.ruff]
line-length = 120
target-version = "py311"
[tool.ruff.lint]
select = ["E", "F", "I", "N", "W"]
ignore = ["E501"]
[tool.mypy]
python_version = "3.11"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = false
[tool.pyright]
exclude = ["tests", "tests/ag_ui", "examples"]
typeCheckingMode = "basic"
[tool.poe]
executor.type = "uv"
include = "../../shared_tasks.toml"
[tool.poe.tasks]
mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ag_ui"
test = "pytest --cov=agent_framework_ag_ui --cov-report=term-missing:skip-covered -n auto --dist worksteal tests/ag_ui"