aiagent/backend/app/agent_runtime/__init__.py

"""
Agent Runtime — 自主 AI Agent 核心运行时。

提供 ReAct 循环驱动的自主 Agent，支持：
- 工具调用（复用已有 ToolRegistry）
- 分层记忆（工作记忆 + 长期记忆）
- 多模型（OpenAI / DeepSeek）
- 多 Agent 编排（路由/顺序/辩论）
- 可嵌入工作流节点或独立运行
"""
from app.agent_runtime.core import AgentRuntime
from app.agent_runtime.schemas import (
    AgentConfig,
    AgentResult,
    AgentLLMConfig,
    AgentToolConfig,
    AgentMemoryConfig,
    AgentBudgetConfig,
    AgentStep,
)
from app.agent_runtime.context import AgentContext
from app.agent_runtime.memory import AgentMemory
from app.agent_runtime.tool_manager import AgentToolManager
from app.agent_runtime.orchestrator import (
    AgentOrchestrator,
    OrchestratorAgentConfig,
    OrchestratorResult,
    OrchestratorStep,
)
from app.agent_runtime.swarm import (
    SwarmRuntime,
    SwarmConfig,
    SwarmMode,
    SwarmLeader,
    SwarmTeammate,
    SwarmMailbox,
    SwarmTask,
    SwarmResult,
    TaskStatus,
    TeammateResult,
    create_swarm,
)

__all__ = [
    "AgentRuntime",
    "AgentConfig",
    "AgentResult",
    "AgentLLMConfig",
    "AgentToolConfig",
    "AgentMemoryConfig",
    "AgentBudgetConfig",
    "AgentContext",
    "AgentMemory",
    "AgentToolManager",
    "AgentStep",
    "AgentOrchestrator",
    "OrchestratorAgentConfig",
    "OrchestratorResult",
    "OrchestratorStep",
    # Swarm
    "SwarmRuntime",
    "SwarmConfig",
    "SwarmMode",
    "SwarmLeader",
    "SwarmTeammate",
    "SwarmMailbox",
    "SwarmTask",
    "SwarmResult",
    "TaskStatus",
    "TeammateResult",
    "create_swarm",
]