"""AG-UI 兼容事件类型常量 + helper. AG-UI 协议: https://docs.ag-ui.com (CopilotKit 提出, 2025 起逐步成为 agent UI 事件标准) 我们的 9 类事件: - thinking: Agent 推理过程 / 决策说明 - agent_step: 节点生命周期 (running / done / error) - retrieval: 命中文档 ID + 分数 - tool_call: 工具调用详情 - token: LLM delta - citation: 引用片段 - progress: 整体进度 0-100 - done: 结束 - error: 错误 """ from __future__ import annotations import json from typing import Any, Literal # 事件类型常量 (防止拼写错) EV_THINKING = "thinking" EV_AGENT_STEP = "agent_step" EV_RETRIEVAL = "retrieval" EV_TOOL_CALL = "tool_call" EV_TOKEN = "token" EV_CITATION = "citation" EV_PROGRESS = "progress" EV_DONE = "done" EV_ERROR = "error" ALL_EVENTS: tuple[str, ...] = ( EV_THINKING, EV_AGENT_STEP, EV_RETRIEVAL, EV_TOOL_CALL, EV_TOKEN, EV_CITATION, EV_PROGRESS, EV_DONE, EV_ERROR, ) def sse_format(event: str, data: dict[str, Any]) -> str: """格式化为标准 SSE 双行: `event: \\ndata: \\n\\n`.""" payload = json.dumps(data, ensure_ascii=False, default=str) return f"event: {event}\ndata: {payload}\n\n" def sse_heartbeat() -> str: """保活注释, 避免代理超时. 不属于事件, 不会触发前端 listener.""" return ": keepalive\n\n" def sse_done(usage: dict[str, int] | None = None, total_ms: int = 0) -> str: return sse_format(EV_DONE, {"usage": usage or {}, "total_ms": total_ms}) def sse_error( code: str, message: str, *, retryable: bool = False, detail: dict[str, Any] | None = None, ) -> str: return sse_format( EV_ERROR, {"code": code, "message": message, "retryable": retryable, "detail": detail or {}}, ) # 节点名常量 (在 LangGraph 里用到, 统一在此声明) NODE_ROUTE = "route" NODE_QUERY_REWRITE = "query_rewrite" NODE_RETRIEVE = "retrieve" NODE_RERANK = "rerank" NODE_TOOL = "tool_executor" NODE_ANSWER = "answer" NODE_EVALUATE = "evaluate" ALL_NODES: tuple[str, ...] = ( NODE_ROUTE, NODE_QUERY_REWRITE, NODE_RETRIEVE, NODE_RERANK, NODE_TOOL, NODE_ANSWER, NODE_EVALUATE, ) NodeName = Literal[ "route", "query_rewrite", "retrieve", "rerank", "tool_executor", "answer", "evaluate", ]