/* * Copyright 2024 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 graph import ( "context" "github.com/cloudwego/eino/compose" "github.com/cloudwego/eino-examples/internal/logs" ) type nodeState struct { Messages []string } func RegisterSimpleStateGraph(ctx context.Context) { stateFunction := func(ctx context.Context) *nodeState { s := &nodeState{ Messages: make([]string, 0, 3), } return s } sg := compose.NewGraph[string, string](compose.WithGenLocalState(stateFunction)) _ = sg.AddLambdaNode("node_1", compose.InvokableLambda(func(ctx context.Context, input string) (output string, err error) { return input + " process by node_1,", nil }), compose.WithStatePreHandler(func(ctx context.Context, input string, state *nodeState) (string, error) { state.Messages = append(state.Messages, input) return input, nil })) _ = sg.AddLambdaNode("node_2", compose.InvokableLambda(func(ctx context.Context, input string) (output string, err error) { return input + " process by node_2,", nil }), compose.WithStatePreHandler(func(ctx context.Context, input string, state *nodeState) (string, error) { state.Messages = append(state.Messages, input) return input, nil })) _ = sg.AddLambdaNode("node_3", compose.InvokableLambda(func(ctx context.Context, input string) (output string, err error) { return input + " process by node_3,", nil }), compose.WithStatePreHandler(func(ctx context.Context, input string, state *nodeState) (string, error) { state.Messages = append(state.Messages, input) return input, nil })) _ = sg.AddEdge(compose.START, "node_1") _ = sg.AddEdge("node_1", "node_2") _ = sg.AddEdge("node_2", "node_3") _ = sg.AddEdge("node_3", compose.END) // The difference with graph is you should use WithGenLocalState to register your local state function r, err := sg.Compile(ctx) if err != nil { logs.Errorf("compile state graph failed, err=%v", err) return } message, err := r.Invoke(ctx, "eino state graph test") if err != nil { logs.Errorf("invoke state graph failed, err=%v", err) return } logs.Infof("eino simple state graph output is: %v", message) }