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* python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies - Replace pre-commit with prek (Rust-native, faster pre-commit alternative) - Move supported hooks to repo: builtin for zero-clone speed - Add new builtin hooks: trailing-whitespace, check-merge-conflict, detect-private-key, check-added-large-files - Update all hook versions to latest (pre-commit-hooks v6, pyupgrade v3.21.2, bandit 1.9.3, uv-pre-commit 0.10.0) - Add PEP 723 inline script metadata to 34 samples with external deps - Remove autogen-agentchat/autogen-ext from dev deps (now declared per-sample) - Remove unused dev deps: pytest-env, tomli-w - Add agent-framework-core>=1.0.0b260130 lower bound to all 21 packages - Update CI workflow to use j178/prek-action - Update docs: DEV_SETUP.md, AGENTS.md, CODING_STANDARD.md, SAMPLE_GUIDELINES.md * updated lock * python: fix prek config paths for local execution and CI workflow Remove global 'files: ^python/' filter and strip python/ prefix from all path patterns in .pre-commit-config.yaml so prek finds files when run from the python/ directory. Update CI workflow to use --cd python instead of --config path. Include trailing whitespace fixes and dev dependency cleanup. * python: move helper scripts to scripts/ folder and exclude from checks * python: exclude AGENTS.md from prek markdown code lint * python: exclude AGENTS.md and azure_ai_search sample from markdown lint * fix m365 sample * python: ignore CPY rule for samples with PEP 723 headers * fix in dev_setup * python: replace aiofiles with regular open in samples * python: suppress reportUnusedImport in markdown code block checker * python: use samples pyright config for markdown code block checker Write a temp pyrightconfig.json matching pyrightconfig.samples.json rules (typeCheckingMode=off, only reportMissingImports and reportAttributeAccessIssue). Filter output to only fail on these rules since syntax-level errors (top-level await, undefined vars) are expected in README documentation snippets. * python: use markdown-code-lint with fixed globs instead of prek file list The prek-markdown-code-lint task received all changed files including non-README markdown and files with pre-existing broken imports. Replace with the standard markdown-code-lint task which uses the correct glob patterns (README.md, packages/**/README.md, samples/**/*.md). * python: exclude READMEs with pre-existing broken imports from markdown lint * python: fix broken README code snippets instead of excluding them - ag-ui: replace TextContent (removed) with content.type == 'text' - durabletask: fix import path to durabletask.worker.TaskHubGrpcWorker - orchestrations: use constructor params instead of .participants() method - observability: mark deprecated code blocks as plain text, filter reportMissingImports to agent_framework modules only - remove README excludes from markdown-code-lint task * add revision to gaia download * feat(python): parallelize checks across packages Run (package × task) cross-product in parallel using ThreadPoolExecutor and subprocesses. Key changes: - Add scripts/task_runner.py with shared parallel execution engine - Update run_tasks_in_packages_if_exists.py to accept multiple tasks - Update run_tasks_in_changed_packages.py with --files flag and parallel support - Add check-packages poe task (fmt+lint+pyright+mypy in parallel) - Add prek-markdown-code-lint and prek-samples-check with change detection - Split CI code quality workflow into parallel prek and mypy jobs - Update DEV_SETUP.md to document new parallel behavior Core package changes still trigger checks on all packages. * feat(ci): split code quality into 4 parallel jobs Split the single prek job into parallel jobs: - pre-commit-hooks: lightweight hooks (SKIP=poe-check) - package-checks: fmt/lint/pyright/mypy via check-packages - samples-markdown: samples-lint, samples-syntax, markdown-code-lint - mypy: change-detected mypy checks All 4 jobs run concurrently (×2 Python versions = 8 runners). * feat(ci): use only Python 3.10 for code quality checks * refactor(python): add future annotations and remove quoted types Add `from __future__ import annotations` to 93 package files that used quoted string annotations, then run pyupgrade --py310-plus to remove the now-unnecessary quotes. Fixes https://github.com/microsoft/agent-framework/issues/3578
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AGENTS.md
Instructions for AI coding agents working in the Python codebase.
Key Documentation:
- DEV_SETUP.md - Development environment setup and available poe tasks
- CODING_STANDARD.md - Coding standards, docstring format, and performance guidelines
Maintaining Documentation
When making changes to a package, check if the package's AGENTS.md file needs updates. This includes:
- Adding/removing/renaming public classes or functions
- Changing the package's purpose or architecture
- Modifying import paths or usage patterns
Quick Reference
Run uv run poe from the python/ directory to see available commands. See DEV_SETUP.md for detailed usage.
Project Structure
python/
├── packages/
│ ├── core/ # agent-framework-core (main package)
│ │ ├── agent_framework/ # Public API exports
│ │ └── tests/
│ ├── azure-ai/ # agent-framework-azure-ai
│ ├── anthropic/ # agent-framework-anthropic
│ ├── ollama/ # agent-framework-ollama
│ └── ... # Other provider packages
├── samples/ # Sample code and examples
└── tests/ # Integration tests
Package Relationships
agent-framework-corecontains core abstractions and OpenAI/Azure OpenAI built-in- Provider packages (
azure-ai,anthropic, etc.) extend core with specific integrations - Core uses lazy loading via
__getattr__in provider folders (e.g.,agent_framework/azure/)
Import Patterns
# Core imports
from agent_framework import ChatAgent, ChatMessage, tool
# Provider imports (lazy-loaded)
from agent_framework.openai import OpenAIChatClient
from agent_framework.azure import AzureOpenAIChatClient, AzureAIAgentClient
Key Conventions
- Copyright:
# Copyright (c) Microsoft. All rights reserved.at top of all.pyfiles - Types: Always specify return types and parameter types; use
Type | NonenotOptional - Logging:
from agent_framework import get_logger(neverimport logging) - Docstrings: Google-style for public APIs
- Tests: Do not use
@pytest.mark.asyncio(auto mode enabled); run only related tests, not the entire suite - Line length: 120 characters
- Comments: Avoid excessive comments; prefer clear code
- Formatting: Format only files you changed, not the entire codebase
Samples
See samples/SAMPLE_GUIDELINES.md for sample structure, external dependency handling (PEP 723), and syntax checking instructions.
Package Documentation
Core
- core - Core abstractions, types, and built-in OpenAI/Azure OpenAI support
LLM Providers
- anthropic - Anthropic Claude API
- bedrock - AWS Bedrock
- claude - Claude Agent SDK
- foundry_local - Azure AI Foundry Local
- ollama - Local Ollama inference
Azure Integrations
- azure-ai - Azure AI Foundry agents
- azure-ai-search - Azure AI Search RAG
- azurefunctions - Azure Functions hosting
Protocols & UI
- a2a - Agent-to-Agent protocol
- ag-ui - AG-UI protocol
- chatkit - OpenAI ChatKit integration
- devui - Developer UI for testing
Storage & Memory
Infrastructure
- copilotstudio - Microsoft Copilot Studio
- declarative - YAML/JSON agent definitions
- durabletask - Durable execution
- github_copilot - GitHub Copilot extensions
- purview - Data governance
Experimental
- lab - Experimental features