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Add a workflow-as-agent human-in-the-loop example resuming tool approval across the NewAgent boundary #744
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110 changes: 110 additions & 0 deletions
110
examples/03-workflows/agents/workflow_as_an_agent_human_in_the_loop/main.go
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,110 @@ | ||
| // Copyright (c) Microsoft. All rights reserved. | ||
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| package main | ||
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|
||
| import ( | ||
| "context" | ||
| "fmt" | ||
|
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| "github.com/microsoft/agent-framework-go/agent" | ||
| "github.com/microsoft/agent-framework-go/examples/internal/demo" | ||
| "github.com/microsoft/agent-framework-go/message" | ||
| "github.com/microsoft/agent-framework-go/provider/foundryprovider" | ||
| "github.com/microsoft/agent-framework-go/tool" | ||
| "github.com/microsoft/agent-framework-go/tool/functool" | ||
| "github.com/microsoft/agent-framework-go/workflow/agentworkflow" | ||
| ) | ||
|
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| var logger = demo.NewLogger( | ||
| "Workflow as an Agent with Human-in-the-Loop", | ||
| "This sample wraps a workflow whose hosted agent requires tool approval, resumed across the agent boundary.", | ||
| "Model", demo.FoundryModel, | ||
| ) | ||
|
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| var weatherTool = functool.MustNew(functool.Config{ | ||
| Name: "weather", | ||
| Description: "Get the current weather for a given location", | ||
| }, func(_ context.Context, location string) (string, error) { | ||
| return fmt.Sprintf("The weather in %s is cloudy with a high of 15°C.", location), nil | ||
| }) | ||
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| func main() { | ||
| token := demo.FoundryTokenCredential() | ||
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| // The hosted agent's function tool is wrapped with tool.ApprovalRequiredFunc, | ||
| // so the workflow raises a ToolApprovalRequestContent before the tool runs. | ||
| assistant := foundryprovider.NewAgent( | ||
| demo.FoundryProjectEndpoint, | ||
| token, | ||
| foundryprovider.ModelDeployment(demo.FoundryModel), | ||
| foundryprovider.AgentConfig{ | ||
| Instructions: "You are a helpful assistant. Use the weather tool to answer questions about the weather.", | ||
| Config: agent.Config{ | ||
| Name: "WeatherAssistant", | ||
| Middlewares: []agent.Middleware{logger}, | ||
| Tools: []tool.Tool{tool.ApprovalRequiredFunc(weatherTool)}, | ||
| }, | ||
| }, | ||
| ) | ||
|
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| wf, err := agentworkflow.NewSequentialWorkflowBuilder(assistant). | ||
| WithName("weather-approval-workflow"). | ||
| Build() | ||
| if err != nil { | ||
| demo.Panic(err) | ||
| } | ||
|
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| // Wrapping the workflow as an agent surfaces the workflow's pending | ||
| // approval request as a ResponseUpdate carrying ToolApprovalRequestContent. | ||
| // The caller resumes by passing the matching ToolApprovalResponseContent in | ||
| // the next run on the SAME session; the provider routes it back into the | ||
| // workflow as an ExternalResponse to complete the turn. | ||
| wfAgent, err := agentworkflow.NewAgent(wf, agentworkflow.AgentConfig{ | ||
| IncludeOutputsInResponse: true, | ||
| Config: agent.Config{ | ||
| Name: "WeatherWorkflowAgent", | ||
| }, | ||
| }) | ||
| if err != nil { | ||
| demo.Panic(err) | ||
| } | ||
|
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| ctx := context.Background() | ||
| session, err := wfAgent.CreateSession(ctx) | ||
| if err != nil { | ||
| demo.Panic(err) | ||
| } | ||
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| demo.Assistant("User: What is the weather like in Amsterdam?") | ||
| resp, err := wfAgent.RunText(ctx, "What is the weather like in Amsterdam?", agent.WithSession(session)).Collect() | ||
| demo.Response(resp, err) | ||
|
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| // Detect the approval request surfaced across the NewAgent boundary and | ||
| // prompt the user for each pending tool call. | ||
| var userResponses []message.Content | ||
| var approvedRequests bool | ||
| for c := range resp.Contents() { | ||
| request, ok := c.(*message.ToolApprovalRequestContent) | ||
| if !ok { | ||
| continue | ||
| } | ||
| approved := demo.UserInputRequest(request) | ||
| if approved { | ||
| approvedRequests = true | ||
| } | ||
| userResponses = append(userResponses, request.CreateResponse(approved, "")) | ||
| } | ||
| if len(userResponses) == 0 { | ||
| demo.Assistant("No approval requests were raised by the workflow.") | ||
| return | ||
| } | ||
| if !approvedRequests { | ||
| demo.Assistant("User did not approve any function calls.") | ||
| return | ||
| } | ||
|
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| // Resume the SAME session with the approval responses so the workflow can | ||
| // finish the turn and produce the final answer. | ||
| resp, err = wfAgent.RunMessage(ctx, message.New(userResponses...), agent.WithSession(session)).Collect() | ||
| demo.Response(resp, err) | ||
| } |
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binary needs removing