Skip to main content

a2at-engine

独立工作流执行 SDK,支持宿主 Agent 执行编排中心工作流(PSOP),同时保留对 A2A 通信、A2A-T 扩展与路由决策的完全控制权。SDK 自包含,不依赖编排中心任何代码。

完整设计参见 DESIGN.md。本文档面向集成者,快速上手与接口说明。

设计原则

SDK 提供(协议机制) 用户控制(业务决策)
A2A 消息发送、流式、SSE 归一化 何时 / 是否发送任务
Agent 认证(Bearer、自定义 Header,基于 AgentCard) 凭据配置
A2A-T 扩展(Task-T、Negotiation-T、Authorization-T、Notification-T) 授权审批、通知处理
DAG 遍历、上下文组装、状态管理 分支路由决策
事件追踪 事件处理方式

架构

共享传输层 + 两个门面,职责单一:

A2ATransport(共享通信层:httpx + 认证 + AgentCard 映射 + SSE 消费)
  ├── WorkflowEngineClient(工作流发送门面:Task-T 生成、Negotiation-T 自动循环、事件回调、ControlPoint/ExtensionCallback 装配)
  └── ExtensionSender(一次性预置门面:Authorization-T / Notification-T 发送)

决策层拆分为两个接口:

  • ControlPoint — 流程决策(on_task / on_self_task / on_route / on_negotiation
  • ExtensionCallback — 被动响应 Agent 推送的 A2A-T 数据(on_authorization / on_notification
flowchart TB
    subgraph User["用户(宿主 Agent)"]
        AC["AgentCards<br/>(注册中心或自定义来源)"]
        CP["ControlPoint<br/>流程决策"]
        ECB["ExtensionCallback<br/>授权/通知"]
    end
    subgraph SDK["SDK(自包含)"]
        TR["A2ATransport<br/>共享通信层"]
        WEC["WorkflowEngineClient<br/>工作流发送"]
        ES["ExtensionSender<br/>一次性预置"]
        WE["WorkflowExecutor<br/>DAG 遍历"]
    end
    subgraph Agents["远端 Agents"]
        A1["Agent A"]
        A2["Agent B"]
    end
    AC --> TR
    TR --> WEC
    TR --> ES
    WEC -->|send_message| A1
    WEC -->|send_message| A2
    ES -->|预置发送| A1
    WE -->|on_task/on_route| CP
    WEC -->|on_negotiation| CP
    WEC -->|on_authorization/on_notification| ECB

快速开始

import asyncio
from a2at_engine import (
    execute_psop, ControlPoint, ExtensionCallback, RouteDecision,
    RegistryClient, load_psop,
)


class MyControlPoint(ControlPoint):
    async def on_task(self, request, engine_client):
        # SDK 已组装完整消息(上下文 + 任务 + 语言提示),直接发送
        result = await engine_client.send_message(
            request.agent_name, request.message
        )
        return TaskResponse(success=bool(result.text), output=result.text)

    async def on_route(self, step_name, results, conditions):
        # conditions: List[JumpCondition],每个含 .step 与 .condition
        # 用你的 LLM 或业务逻辑选一个分支
        return RouteDecision(next_step=conditions[0].step)


class MyExtCallback(ExtensionCallback):
    async def on_authorization(self, agent_name, auth_request):
        return True  # 批准

    async def on_notification(self, agent_name, notification):
        print(f"通知来自 {agent_name}: {notification}")


async def main():
    # 1. 获取 AgentCards(注册中心或自定义来源)
    registry = RegistryClient(url="https://127.0.0.1:5000", ssl_verify=False)
    agent_cards = await registry.fetch_agent_cards()

    # 2. 加载 PSOP 工作流
    workflow = await load_psop(
        base_url="https://127.0.0.1:5001",
        psop_id="your-psop-id",
        ssl_verify=False,
    )

    # 3. 执行:execute_psop 内部构建 A2ATransport + WorkflowEngineClient
    async for event in execute_psop(
        psop=workflow,
        agent_cards=agent_cards,
        control_point=MyControlPoint(),
        extension_callback=MyExtCallback(),
        a2at_env_path=".env",
        credentials_config="agent_credentials.json",
        runtime_intent="诊断 SPN 跨市故障",
        ssl_verify=False,
    ):
        print(f"[{event['type']}] {event['data']}")


if __name__ == "__main__":
    asyncio.run(main())

分层入口

入口 处理 你提供
2(高) execute_psop() 事件流、生命周期、取消、onFinish ControlPoint + ExtensionCallback + AgentCards + 配置
1(中) WorkflowExecutor DAG 遍历、上下文组装、调度 ControlPoint + WorkflowEngineClient + Workflow
0(低) A2ATransport + 两个门面 A2A 发送、认证、扩展、SSE AgentCards + 配置

大多数集成使用第 2 层。需要手动控制时使用第 1 层。仅做一次性预置发送时直接使用 ExtensionSender

用户实现的接口

ControlPoint(流程决策)

方法 必需 调用时机 决定
on_task(request, engine_client) 步骤需向 Agent 发送任务 是否 / 如何发送
on_self_task(request) 否(默认回显) SELF_LOOP 步骤 本地处理结果
on_route(step_name, results, conditions) 步骤有条件分支 走哪个分支
on_negotiation(agent_name, text, result) 否(默认通用澄清) Agent 返回 INPUT_REQUIRED 补充澄清文本

ExtensionCallback(被动响应)

方法 必需 触发时机 决定
on_authorization(agent_name, auth_request) 否(默认批准) Agent 在任务响应中推送 Authorization-T 批准 / 拒绝
on_notification(agent_name, notification) 否(默认 no-op) Agent 在任务响应中推送 Notification-T 如何处理通知

订阅结果(如 Agent 后续推送的恢复结论)通过 send_notification 的响应流返回,不经过 on_notification。后者仅在 Agent 在 send_message 响应中主动附带 Notification-T 时触发。

A2ATransport + 门面(第 0 层)

from a2at_engine import A2ATransport, WorkflowEngineClient, ExtensionSender

transport = A2ATransport(
    agent_cards=agent_cards,
    a2at_env_path=".env",
    credentials_config="agent_credentials.json",
    ssl_verify=False,
)

# 工作流发送门面
engine_client = WorkflowEngineClient(transport)
engine_client.set_extension_callback(MyExtCallback())

# 一次性预置门面(工作流开始前)
sender = ExtensionSender(transport)
await sender.send_authorization("agent_a", "授权诊断操作", "诊断 SPN 跨市故障")
await sender.send_notification("agent_a", "订阅恢复结果通知", "诊断 SPN 跨市故障")

两个门面共享同一个 transport,不重复 wire 代码。

A2A-T 扩展

扩展 归属 说明
Task-T 工作流链路 发送时由 SDK 生成结构化任务提示并注入 metadata
Negotiation-T 工作流链路 接收时提取协商上下文,驱动自动循环
Authorization-T 一次性预置 工作流开始前通过 ExtensionSender 发送
Notification-T 一次性预置 工作流开始前订阅结果通知(长连接 SSE)

ExtensionRegistry 自动注册 Task-T 与 Negotiation-T(工作流内处理器);Authorization-T / Notification-T 是预置操作,不自动注册,其 handler 类保留供手动注册处理 Agent 内联推送的数据。

智能体认证配置

当 AgentCard 声明 securitySchemessecurityRequirements 时,SDK 自动通过登录接口获取 token 并将认证头附加到出站请求。创建 JSON 文件:

{
  "agent_a": {
    "bearerAuth": {
      "login_url": "https://127.0.0.1:8080/auth/login",
      "method": "POST",
      "content_type": "application/json",
      "request_fields": { "username": "user", "password": "pass" },
      "token_field": "access_token",
      "token_ttl": 3600,
      "auth_header": "Authorization",
      "auth_header_prefix": "Bearer "
    }
  }
}
字段 必填 默认 说明
login_url - 获取 token 的 URL
method POST HTTP 方法
content_type application/json 请求内容类型
request_fields - 请求体字段(覆盖 username/password)
token_field accessSession 响应中提取 token 的路径(点分隔)
token_ttl 3600 token 缓存时长(秒)
auth_header Authorization 自定义认证头名
auth_header_prefix token 前缀(如 Bearer)
accept_header - 自定义 Accept 头

智能体名称须与 AgentCard 的 name 一致;认证方案名须与 securitySchemes 键一致。也可直接传 dict:credentials_config=dict。参见 examples/agent_credentials.example.json

文件结构

workflow-exec-engine/
├── README.md              # 本文档
├── README_en.md           # English
├── DESIGN.md              # 设计文档
├── DEVELOPER_GUIDE.md     # 开发者指南
├── pyproject.toml
├── examples/
│   ├── quickstart.py
│   └── execute_psop_demo.py
└── a2at_engine/
    ├── __init__.py         # 公共 API 导出
    ├── runner.py           # execute_psop 高层运行器
    ├── core/               # 核心执行
    │   ├── models.py       # 数据模型
    │   ├── context_builder.py
    │   └── executor.py     # WorkflowExecutor DAG 遍历
    ├── client/             # 通信层
    │   ├── a2a_transport.py     # A2ATransport 共享通信层
    │   ├── engine_client.py     # WorkflowEngineClient 工作流门面
    │   ├── extension_sender.py  # ExtensionSender 一次性门面
    │   ├── extension_handlers.py
    │   ├── extensions.py        # A2ATExtension 枚举
    │   ├── auth_manager.py
    │   ├── credential_service.py
    │   ├── ssl_context.py
    │   └── sse_normalization.py
    ├── control/            # 决策接口
    │   └── control_points.py    # ControlPoint + ExtensionCallback + EventType
    └── registry/           # 注册中心集成(可选)
        └── registry_client.py

许可证

Apache License 2.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

a2at_engine-0.0.1.tar.gz (52.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

a2at_engine-0.0.1-py3-none-any.whl (62.1 kB view details)

Uploaded Python 3

File details

Details for the file a2at_engine-0.0.1.tar.gz.

File metadata

  • Download URL: a2at_engine-0.0.1.tar.gz
  • Upload date:
  • Size: 52.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.12.10

File hashes

Hashes for a2at_engine-0.0.1.tar.gz
Algorithm Hash digest
SHA256 38c52f261d453f85f54e2870970f1da73c647707f31b2150b96bab370a2f3dda
MD5 cb597d4d589af5197d479ffabd338a7d
BLAKE2b-256 b5d8cff5d784e0f93567dc60e3a0bea79070d1087099a9da26aa489b6a6f2f1b

See more details on using hashes here.

File details

Details for the file a2at_engine-0.0.1-py3-none-any.whl.

File metadata

  • Download URL: a2at_engine-0.0.1-py3-none-any.whl
  • Upload date:
  • Size: 62.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.12.10

File hashes

Hashes for a2at_engine-0.0.1-py3-none-any.whl
Algorithm Hash digest
SHA256 c0af54fefa58af168a4b0969d943a6a37827525d78c30324db1b4653444ac6b6
MD5 42528b280e5b5919c4a68d6dd78b3969
BLAKE2b-256 d809c98674884761f8c2045c2b283882e2df09c563d5062778795bc3c96c5abb

See more details on using hashes here.

Release history Release notifications | RSS feed

1.0.1

2 files

This release

0.0.1 This release

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page