/* * 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" "github.com/cloudwego/eino-ext/components/model/openai" "github.com/cloudwego/eino/adk" "github.com/cloudwego/eino/adk/prebuilt/supervisor" "github.com/cloudwego/eino/components/tool" "github.com/cloudwego/eino/compose" "github.com/cloudwego/eino-examples/adk/common/prints" "github.com/cloudwego/eino-examples/adk/multiagent/integration-project-manager/agents" ) func main() { ctx := context.Background() // Init chat model for agents tcm, err := openai.NewChatModel(ctx, &openai.ChatModelConfig{ APIKey: os.Getenv("OPENAI_API_KEY"), Model: os.Getenv("OPENAI_MODEL"), BaseURL: os.Getenv("OPENAI_BASE_URL"), ByAzure: func() bool { return os.Getenv("OPENAI_BY_AZURE") == "true" }(), }) if err != nil { log.Fatal(err) } // Init research agent researchAgent, err := agents.NewResearchAgent(ctx, tcm) if err != nil { log.Fatal(err) } // Init code agent codeAgent, err := agents.NewCodeAgent(ctx, tcm) if err != nil { log.Fatal(err) } // Init technical agent reviewAgent, err := agents.NewReviewAgent(ctx, tcm) if err != nil { log.Fatal(err) } // Init project manager agent s, err := agents.NewProjectManagerAgent(ctx, tcm) if err != nil { log.Fatal(err) } // Combine agents into ADK supervisor pattern // Supervisor: project manager // Sub-agents: researcher / coder / reviewer supervisorAgent, err := supervisor.New(ctx, &supervisor.Config{ Supervisor: s, SubAgents: []adk.Agent{researchAgent, codeAgent, reviewAgent}, }) if err != nil { log.Fatal(err) } // Init Agent runner runner := adk.NewRunner(ctx, adk.RunnerConfig{ Agent: supervisorAgent, EnableStreaming: true, CheckPointStore: newInMemoryStore(), }) // Replace it with your own query // When using the following query, researchAgent will interrupt and prompt the user to input the specific research subject via stdin. query := "please give me a report about advantages of " checkpointID := "1" // The researchAgent may require users to input information multiple times // Therefore, the following flags, "interrupted" and "finished," are used to support multiple interruptions and resumptions. interrupted := false finished := false for !finished { var iter *adk.AsyncIterator[*adk.AgentEvent] if !interrupted { iter = runner.Query(ctx, query, adk.WithCheckPointID(checkpointID)) } else { scanner := bufio.NewScanner(os.Stdin) fmt.Print("\ninput additional context for web search: ") scanner.Scan() fmt.Println() nInput := scanner.Text() iter, err = runner.Resume(ctx, checkpointID, adk.WithToolOptions([]tool.Option{agents.WithNewInput(nInput)})) if err != nil { log.Fatal(err) } } interrupted = false for { event, ok := iter.Next() if !ok { if !interrupted { finished = true } break } if event.Err != nil { log.Fatal(event.Err) } if event.Action != nil { if event.Action.Interrupted != nil { interrupted = true } if event.Action.Exit { finished = true } } prints.Event(event) } } } func newInMemoryStore() compose.CheckPointStore { return &inMemoryStore{ mem: map[string][]byte{}, } } type inMemoryStore struct { mem map[string][]byte } func (i *inMemoryStore) Set(ctx context.Context, key string, value []byte) error { i.mem[key] = value return nil } func (i *inMemoryStore) Get(ctx context.Context, key string) ([]byte, bool, error) { v, ok := i.mem[key] return v, ok, nil }