agent: agent-framework

Version	1.16.0~1.16.0	Category	session
Verified	2026-08-31	Conflicts	oh-my-claudecode: Likely compatible (inferred); agent-governance-toolkit: Likely compatible (inferred); deepcode: Likely compatible (inferred); ruflo: Likely compatible (inferred); superpowers: Likely compatible (inferred); claude-code-router: Likely compatible (inferred); code-review-graph: Likely compatible (inferred); logfire: Likely compatible (inferred); moltis: Likely compatible (inferred)
Install	`pip install -i https://pypi.tuna.tsinghua.edu.cn/simple agent-framework && python3 -c "import agent_framework"`

Member of combos （1）

combo-env-init — Agent 开发环境一键初始化

No conflict-matrix pairs for this tool yet.

# Agent Framework — Agent Guide

name: agent-framework ｜ version_range: 1.16.0~1.16.0｜ generated: 2026-08-28

title_en: Agent Framework - Multi-Agent Build/Orchestration/Deployment (Microsoft, AutoGen successor) ｜ desc_en: Python framework from Microsoft for building, orchestrating and deploying multi-agent systems.

Preflight

note: Requires Python >= 3.10; official support 3.10-3.13, 3.14 core chain verified.

python3 --version

预期输出: see command output

Install

note: Tsinghua mirror recommended in mainland China; meta package = full sub-packages, agent-framework-core = core orchestration only.

pip install -i https://pypi.tuna.tsinghua.edu.cn/simple agent-framework
python3 -c "import agent_framework; print('agent_framework OK', agent_framework.__file__)"

预期输出: agent_framework OK .../site-packages/agent_framework/__init__.py

Operations

Verify library import

note: Verified in this environment.

python3 -c "from agent_framework import Agent; print('Agent class OK')"

预期输出: Agent class OK

Inspect top-level API surface

note: Lists orchestration abstractions such as Agent/AgentContext/BaseAgent/BaseChatClient.

python3 -c "import agent_framework; print([a for a in dir(agent_framework) if not a.startswith('_')][:20])"

预期输出: Agent/AgentContext/BaseAgent/BaseChatClient 等编排抽象

Minimal Agent example

note: Requires LLM provider (Azure Foundry/OpenAI/Anthropic key); command from official README, not tested in this environment.

python3 - <<'PY'
import asyncio
from agent_framework import Agent
from agent_framework.azure import AzureChatClient  # 或 OpenAI/Anthropic 客户端
# 需要 FOUNDRY_PROJECT_ENDPOINT / FOUNDRY_MODEL_DEPLOYMENT_NAME 或等价环境变量
async def main:
    agent = Agent(client=AzureChatClient, name="Demo", instructions="You are helpful.")
    print(await agent.run("hi"))
asyncio.run(main)
PY

预期输出: 模型回复（依赖 provider 配置）

Uninstall

note: Idempotent pip uninstall; library form has no config directory / background process; project code references removed manually as needed.

pip uninstall -y agent-framework agent-framework-core agent-framework-ext 2>/dev/null || true
python3 -c "import importlib.util; print('残留: agent_framework 仍存在' if importlib.util.find_spec('agent_framework') else 'agent-framework removed: OK')"

预期输出: see command output

Facts

writes: user code only (library form, no config directory) ｜ runtime: Python >= 3.10, pip ｜ notes: requires LLM provider key at runtime; no background process

Source: agent-framework · validated 2026-08-31 · v1.16.0~1.16.0

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agent-framework — Agent Guide

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