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app/examples/__init__.py Normal file
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"""Exemplos de uso do template backend enterprise."""

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"""Exemplos de GRL.
GRL representa eventos de guardrails. Em regra, GRL.001..GRL.009 são emitidos
pelo pipeline de guardrails e pelo OutputSupervisor do framework. Use emissão
manual apenas para validações customizadas do agente.
"""
from typing import Any
async def exemplo_guardrail_observado(observer: Any, state: dict[str, Any], rail_code: str, reason: str) -> None:
await observer.emit_grl(
"OBSERVE",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"rail_code": rail_code,
"reason": reason,
},
component="examples.grl",
)
async def exemplo_guardrail_block(observer: Any, state: dict[str, Any], rail_code: str, reason: str) -> None:
await observer.emit_grl(
"004",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"rail_code": rail_code,
"reason": reason,
"action": "block",
},
component="examples.grl",
)

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"""Exemplos de IC - Item de Controle.
ICs representam eventos de negócio. Eles alimentam Informacional, Curadoria,
analytics, BigQuery ou qualquer publisher configurado no framework.
"""
from typing import Any
async def exemplo_fatura_consultada(observer: Any, state: dict[str, Any], invoice_id: str) -> None:
await observer.emit_ic(
"IC.FATURA_CONSULTADA",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"invoice_id": invoice_id,
},
component="examples.ic",
)
async def exemplo_acao_concluida(observer: Any, state: dict[str, Any], action_name: str, ok: bool) -> None:
await observer.emit_ic(
"IC.ACAO_CONCLUIDA",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"action_name": action_name,
"ok": ok,
},
component="examples.ic",
)

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"""Exemplos de MCP + IC.
O AgentRuntimeMixin já possui _collect_mcp_context(), mas este arquivo mostra o
padrão para chamadas explícitas ao tool_router quando necessário.
"""
from typing import Any
async def exemplo_chamada_mcp(tool_router: Any, observer: Any, state: dict[str, Any], tool_name: str, payload: dict[str, Any]) -> Any:
session_id = state.get("conversation_key") or state.get("session_id")
await observer.emit_ic(
"IC.MCP_TOOL_CALLED",
{
"session_id": session_id,
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"tool_name": tool_name,
},
component="examples.mcp",
)
result = await tool_router.call(
tool_name,
payload,
business_context=(state.get("context") or {}).get("business_context") or {},
original_context=state.get("context") or {},
)
await observer.emit_ic(
"IC.TOOL_CALLED",
{
"session_id": session_id,
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"tool_name": tool_name,
"ok": getattr(result, "ok", None),
},
component="examples.mcp",
)
return result

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"""Exemplos de NOC.
NOC representa telemetria operacional. O workflow do template já emite NOC.001,
NOC.005 e NOC.006. Estes exemplos mostram eventos adicionais que a squad pode
emitir em pontos críticos.
"""
from typing import Any
async def exemplo_api_invalida(observer: Any, state: dict[str, Any], api_url: str, status_code: int, latency_ms: int) -> None:
await observer.emit_noc(
"002",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"apiUrl": api_url,
"statusCode": status_code,
"latencyMs": latency_ms,
},
component="examples.noc",
)
async def exemplo_latencia_banco(observer: Any, state: dict[str, Any], resource_name: str, latency_ms: int) -> None:
await observer.emit_noc(
"003",
{
"session_id": state.get("conversation_key") or state.get("session_id"),
"tenant_id": state.get("tenant_id"),
"agent_id": state.get("agent_id"),
"resourceName": resource_name,
"latencyMs": latency_ms,
},
component="examples.noc",
)

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"""Resumo prático do Observer corporativo.
Use este arquivo como cola rápida para IC, NOC e GRL.
"""
from typing import Any
async def emitir_eventos_basicos(observer: Any, state: dict[str, Any]) -> None:
session_id = state.get("conversation_key") or state.get("session_id")
await observer.emit_ic(
"IC.EXEMPLO_NEGOCIO",
{"session_id": session_id, "agent_id": state.get("agent_id")},
component="examples.observer",
)
await observer.emit_noc(
"EXEMPLO_OPERACIONAL",
{"session_id": session_id, "agent_id": state.get("agent_id")},
component="examples.observer",
)
await observer.emit_grl(
"OBSERVE",
{"session_id": session_id, "agent_id": state.get("agent_id"), "rail_code": "CUSTOM"},
component="examples.observer",
)