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公明
2026-05-01 01:00:23 +08:00
committed by GitHub
parent 9ff8bfa44b
commit 0e35506ae1
6 changed files with 730 additions and 56 deletions
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internal/multiagent/runner.go
+7
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@@ -257,6 +257,9 @@ func RunDeepAgent(
subHandlers = append(subHandlers, einoSkillMW)
}
subHandlers = append(subHandlers, subSumMw)
// 孤儿 tool 消息兜底：放在 summarization 之后，telemetry 之前，
// 以便 telemetry 记录的 token 数与 LLM 实际入参一致。
subHandlers = append(subHandlers, newOrphanToolPrunerMiddleware(logger, "sub_agent:"+id))
if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "sub_agent"); teleMw != nil {
subHandlers = append(subHandlers, teleMw)
}
@@ -393,6 +396,7 @@ func RunDeepAgent(
deepHandlers = append(deepHandlers, einoSkillMW)
}
deepHandlers = append(deepHandlers, mainSumMw)
deepHandlers = append(deepHandlers, newOrphanToolPrunerMiddleware(logger, "deep_orchestrator"))
if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "deep_orchestrator"); teleMw != nil {
deepHandlers = append(deepHandlers, teleMw)
}
@@ -405,6 +409,7 @@ func RunDeepAgent(
supHandlers = append(supHandlers, einoSkillMW)
}
supHandlers = append(supHandlers, mainSumMw)
supHandlers = append(supHandlers, newOrphanToolPrunerMiddleware(logger, "supervisor_orchestrator"))
if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "supervisor_orchestrator"); teleMw != nil {
supHandlers = append(supHandlers, teleMw)
}
@@ -455,6 +460,8 @@ func RunDeepAgent(
FilesystemMiddleware: peFsMw,
PlannerReplannerRewriteHandlers: []adk.ChatModelAgentMiddleware{
mainSumMw,
// 孤儿 tool 消息兜底：必须挂在 summarization 之后、telemetry 之前。
newOrphanToolPrunerMiddleware(logger, "plan_execute_planner_replanner"),
newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "plan_execute_planner_replanner_rewrite"),
},
})