/* * Copyright 2025 CloudWeGo Authors * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package main import ( "bufio" "context" "fmt" "log" "os" "strings" "github.com/cloudwego/eino/adk" "github.com/cloudwego/eino-examples/adk/common/prints" "github.com/cloudwego/eino-examples/adk/common/store" "github.com/cloudwego/eino-examples/adk/common/tool" ) func main() { ctx := context.Background() agent, err := NewDataAnalysisDeepAgent(ctx, newRateLimitedModel()) if err != nil { log.Fatalf("failed to create deep agent: %v", err) } runner := adk.NewRunner(ctx, adk.RunnerConfig{ EnableStreaming: true, Agent: agent, CheckPointStore: store.NewInMemoryStore(), }) query := "Analyze the market trends and provide investment recommendations." fmt.Println("\n========================================") fmt.Println("User Query:", query) fmt.Println("========================================") fmt.Println() iter := runner.Query(ctx, query, adk.WithCheckPointID("deep-analysis-1")) for { lastEvent, interrupted := processEvents(iter) if !interrupted { break } interruptCtx := lastEvent.Action.Interrupted.InterruptContexts[0] interruptID := interruptCtx.ID followUpInfo := interruptCtx.Info.(*tool.FollowUpInfo) fmt.Println("\n========================================") fmt.Println("CLARIFICATION NEEDED") fmt.Println("========================================") fmt.Println("The agent needs more information to proceed:") fmt.Println() for i, q := range followUpInfo.Questions { fmt.Printf(" %d. %s\n", i+1, q) } fmt.Println() fmt.Println("----------------------------------------") scanner := bufio.NewScanner(os.Stdin) var answers []string for i, q := range followUpInfo.Questions { fmt.Printf("Answer for Q%d (%s): ", i+1, truncate(q, 50)) scanner.Scan() answers = append(answers, scanner.Text()) } followUpInfo.UserAnswer = strings.Join(answers, "\n") fmt.Println("\n========================================") fmt.Println("Resuming with your answers...") fmt.Println("========================================") fmt.Println() iter, err = runner.ResumeWithParams(ctx, "deep-analysis-1", &adk.ResumeParams{ Targets: map[string]any{ interruptID: followUpInfo, }, }) if err != nil { log.Fatal(err) } } fmt.Println("\n========================================") fmt.Println("Analysis completed!") fmt.Println("========================================") } func processEvents(iter *adk.AsyncIterator[*adk.AgentEvent]) (*adk.AgentEvent, bool) { var lastEvent *adk.AgentEvent for { event, ok := iter.Next() if !ok { break } if event.Err != nil { log.Fatal(event.Err) } prints.Event(event) lastEvent = event } if lastEvent == nil { return nil, false } if lastEvent.Action != nil && lastEvent.Action.Interrupted != nil { return lastEvent, true } return lastEvent, false } func truncate(s string, maxLen int) string { if len(s) <= maxLen { return s } return s[:maxLen-3] + "..." }