├── .gitignore ├── env.sh.example ├── main.go ├── README.md ├── userinfo ├── agent.go └── tools.go ├── go.mod └── go.sum /.gitignore: -------------------------------------------------------------------------------- 1 | vendor 2 | env.sh -------------------------------------------------------------------------------- /env.sh.example: -------------------------------------------------------------------------------- 1 | export OPENAI_API_URL=https://api.moonshot.cn/v1 2 | export MODEL_ID=moonshot-v1-8k 3 | export OPENAI_API_KEY=sk-xxx 4 | 5 | # # export OPENAI_API_URL=https://api.deepseek.com/v1 6 | # export MODEL_ID=deepseek-chat 7 | # export OPENAI_API_KEY=sk-xxx -------------------------------------------------------------------------------- /main.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "bufio" 5 | "context" 6 | "fmt" 7 | "os" 8 | "strings" 9 | 10 | "github.com/songjiayang/eino-agent/userinfo" 11 | ) 12 | 13 | func main() { 14 | agent := userinfo.NewAgent() 15 | ctx := context.Background() 16 | 17 | scanner := bufio.NewScanner(os.Stdin) 18 | fmt.Println("欢迎使用员工信息 Agent, 支持用户信息的增删改查，输入 'exit' 退出程序。") 19 | inputTips := "\n请输入操作: " 20 | for { 21 | fmt.Print(inputTips) 22 | if !scanner.Scan() { 23 | fmt.Println("读取输入失败，程序退出。") 24 | break 25 | } 26 | 27 | input := scanner.Text() 28 | 29 | switch strings.ToLower(input) { 30 | case "exit": 31 | fmt.Println("欢迎再次使用，再见。") 32 | return 33 | default: 34 | agent.Invoke(ctx, strings.Replace(input, inputTips, "", 1)) 35 | } 36 | } 37 | } 38 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # eino-agent 2 | 3 | 一个基于 [Eino](https://github.com/cloudwego/eino) 简易 agent 实现，能够完成公司员工信息增删改查，支持 Kimi 和 Deepseek 等各种兼容 OpenAI 的大模型. 4 | 5 | ## 运行程序 6 | 7 | 1. 添加大语言模型相关环境变量 8 | 9 | 修改 env.sh.example，修改后记得 source 10 | 11 | 2. 运行程序 12 | 13 | ``` 14 | go run main.go 15 | ``` 16 | 17 | 18 | ## 使用体验 19 | 20 | ``` 21 | 欢迎使用员工信息 Agent, 支持用户信息的增删改查，输入 'exit' 退出程序。 22 | 23 | 请输入操作: 请查询 songjiayang 信息 24 | 2025/02/10 21:22:36 姓名: songjiayang, 年龄: 34, 部门: 软件研发 25 | 26 | 请输入操作: 更新songjiayang 信息，年龄35，部门测试 27 | 2025/02/10 21:22:55 songjiayang updated, 年龄: 35, 部门: 测试 28 | 29 | 请输入操作: 请查询 songjiayang 信息 30 | 2025/02/10 21:26:04 姓名: songjiayang, 年龄: 35, 部门: 测试 31 | 32 | 请输入操作: 添加用户，姓名小红，年龄40，部门：HR 33 | 2025/02/10 21:23:29 小红 added, 年龄: 40, 部门: HR 34 | 35 | 请输入操作: 删除 songjiayang 用户 36 | 2025/02/10 21:23:43 songjiayang deleted 37 | 38 | 请输入操作: 请查询 songjiayang 信息 39 | 2025/02/10 21:25:04 songjiayang not found 40 | 41 | 请输入操作: 今天天气如何? 42 | 暂不支持该操作 43 | ``` 44 | -------------------------------------------------------------------------------- /userinfo/agent.go: -------------------------------------------------------------------------------- 1 | package userinfo 2 | 3 | import ( 4 | "context" 5 | "fmt" 6 | "log" 7 | "os" 8 | "strings" 9 | 10 | "github.com/cloudwego/eino-ext/components/model/openai" 11 | "github.com/cloudwego/eino/compose" 12 | "github.com/cloudwego/eino/schema" 13 | ) 14 | 15 | type Agent struct { 16 | runnable compose.Runnable[[]*schema.Message, []*schema.Message] 17 | } 18 | 19 | func NewAgent() *Agent { 20 | ctx := context.Background() 21 | chatModel, err := openai.NewChatModel(context.Background(), &openai.ChatModelConfig{ 22 | BaseURL: os.Getenv("OPENAI_API_URL"), 23 | Model: os.Getenv("MODEL_ID"), 24 | APIKey: os.Getenv("OPENAI_API_KEY"), 25 | }) 26 | if err != nil { 27 | log.Fatalf("NewChatModel failed, err=%v", err) 28 | return nil 29 | } 30 | 31 | tools, toolInfos := UserInfoTools(ctx) 32 | err = chatModel.BindTools(toolInfos) 33 | if err != nil { 34 | log.Fatalf("BindTools failed, err=%v", err) 35 | return nil 36 | } 37 | 38 | todoToolsNode, err := compose.NewToolNode(context.Background(), &compose.ToolsNodeConfig{ 39 | Tools: tools, 40 | }) 41 | if err != nil { 42 | log.Fatalf("NewToolNode failed, err=%v", err) 43 | return nil 44 | } 45 | 46 | chain := compose.NewChain[[]*schema.Message, []*schema.Message]() 47 | chain. 48 | AppendChatModel(chatModel, compose.WithNodeName("chat_model")). 49 | AppendToolsNode(todoToolsNode, compose.WithNodeName("tools")) 50 | 51 | agent, err := chain.Compile(ctx) 52 | if err != nil { 53 | log.Fatalf("chain.Compile failed, err=%v", err) 54 | return nil 55 | } 56 | 57 | return &Agent{ 58 | runnable: agent, 59 | } 60 | } 61 | 62 | func (a *Agent) Invoke(ctx context.Context, content string) { 63 | _, err := a.runnable.Invoke(ctx, []*schema.Message{ 64 | { 65 | Role: schema.User, 66 | Content: content, 67 | }, 68 | }) 69 | if err != nil { 70 | if strings.Contains(err.Error(), "no tool call found in input") { 71 | fmt.Println("暂不支持该操作") 72 | return 73 | } 74 | log.Printf("agent.Invoke failed, err=%v", err) 75 | } 76 | } 77 | -------------------------------------------------------------------------------- /go.mod: -------------------------------------------------------------------------------- 1 | module github.com/songjiayang/eino-agent 2 | 3 | go 1.23.4 4 | 5 | require ( 6 | github.com/cloudwego/eino v0.3.9 7 | github.com/cloudwego/eino-ext/components/model/openai v0.0.0-20250210075620-912c968c753a 8 | ) 9 | 10 | require ( 11 | github.com/bytedance/sonic v1.12.2 // indirect 12 | github.com/bytedance/sonic/loader v0.2.0 // indirect 13 | github.com/cloudwego/base64x v0.1.4 // indirect 14 | github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250208100047-4b90fcb10809 // indirect 15 | github.com/cloudwego/iasm v0.2.0 // indirect 16 | github.com/dustin/go-humanize v1.0.1 // indirect 17 | github.com/getkin/kin-openapi v0.118.0 // indirect 18 | github.com/go-openapi/jsonpointer v0.19.5 // indirect 19 | github.com/go-openapi/swag v0.19.5 // indirect 20 | github.com/goph/emperror v0.17.2 // indirect 21 | github.com/invopop/yaml v0.1.0 // indirect 22 | github.com/josharian/intern v1.0.0 // indirect 23 | github.com/json-iterator/go v1.1.12 // indirect 24 | github.com/klauspost/cpuid/v2 v2.0.9 // indirect 25 | github.com/mailru/easyjson v0.7.7 // indirect 26 | github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect 27 | github.com/modern-go/reflect2 v1.0.2 // indirect 28 | github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 // indirect 29 | github.com/nikolalohinski/gonja v1.5.3 // indirect 30 | github.com/pelletier/go-toml/v2 v2.0.9 // indirect 31 | github.com/perimeterx/marshmallow v1.1.4 // indirect 32 | github.com/pkg/errors v0.9.1 // indirect 33 | github.com/sashabaranov/go-openai v1.32.5 // indirect 34 | github.com/sirupsen/logrus v1.9.3 // indirect 35 | github.com/slongfield/pyfmt v0.0.0-20220222012616-ea85ff4c361f // indirect 36 | github.com/twitchyliquid64/golang-asm v0.15.1 // indirect 37 | github.com/yargevad/filepathx v1.0.0 // indirect 38 | golang.org/x/arch v0.11.0 // indirect 39 | golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect 40 | golang.org/x/sys v0.28.0 // indirect 41 | gopkg.in/yaml.v2 v2.4.0 // indirect 42 | gopkg.in/yaml.v3 v3.0.1 // indirect 43 | ) 44 | -------------------------------------------------------------------------------- /userinfo/tools.go: -------------------------------------------------------------------------------- 1 | package userinfo 2 | 3 | import ( 4 | "context" 5 | "log" 6 | 7 | "github.com/cloudwego/eino/components/tool" 8 | "github.com/cloudwego/eino/components/tool/utils" 9 | "github.com/cloudwego/eino/schema" 10 | ) 11 | 12 | func UserInfoTools(ctx context.Context) ([]tool.BaseTool, []*schema.ToolInfo) { 13 | addTool, _ := utils.InferTool("add_employee", "添加用户信息，包括 username, age, department 字段", AddFunc) 14 | findTool, _ := utils.InferTool("find_employee", "查看用户信息", FindFunc) 15 | updateTool, _ := utils.InferTool("update_employee", "更新用户信息，包括 age, department", UpdateFunc) 16 | deleteTool, _ := utils.InferTool("delete_employee", "删除用户信息", DeleteFunc) 17 | 18 | tools := []tool.BaseTool{ 19 | addTool, 20 | findTool, 21 | updateTool, 22 | deleteTool, 23 | } 24 | 25 | var toolInfos []*schema.ToolInfo 26 | for _, tool := range tools { 27 | info, err := tool.Info(ctx) 28 | if err != nil { 29 | log.Fatalf("get ToolInfo failed, err=%v", err) 30 | } 31 | toolInfos = append(toolInfos, info) 32 | } 33 | 34 | return tools, toolInfos 35 | } 36 | 37 | type UserInfo struct { 38 | Username string `json:"username" jsonschema:"description=username of the employee"` 39 | Age int `json:"age" jsonschema:"description=age of the employee"` 40 | Department string `json:"department" jsonschema:"description=department of the employee"` 41 | } 42 | 43 | var ( 44 | userDb = map[string]UserInfo{ 45 | "songjiayang": { 46 | Username: "songjiayang", 47 | Age: 34, 48 | Department: "软件研发", 49 | }, 50 | } 51 | ) 52 | 53 | func FindFunc(_ context.Context, params *UserInfo) (resp string, err error) { 54 | info, ok := userDb[params.Username] 55 | if ok { 56 | log.Printf("姓名: %s, 年龄: %d, 部门: %s", info.Username, info.Age, info.Department) 57 | } else { 58 | log.Printf("%s not found", params.Username) 59 | } 60 | return 61 | } 62 | 63 | func AddFunc(_ context.Context, params *UserInfo) (resp string, err error) { 64 | userDb[params.Username] = *params 65 | log.Printf("%s added, 年龄: %d, 部门: %s", params.Username, params.Age, params.Department) 66 | 67 | return 68 | } 69 | 70 | func UpdateFunc(_ context.Context, params *UserInfo) (resp string, err error) { 71 | if _, ok := userDb[params.Username]; !ok { 72 | log.Printf("%s not found", params.Username) 73 | return 74 | } 75 | 76 | userDb[params.Username] = *params 77 | log.Printf("%s updated, 年龄: %d, 部门: %s", params.Username, params.Age, params.Department) 78 | 79 | return 80 | } 81 | 82 | func DeleteFunc(_ context.Context, params *UserInfo) (resp string, err error) { 83 | if _, ok := userDb[params.Username]; !ok { 84 | log.Printf("%s not found", params.Username) 85 | return 86 | } 87 | 88 | delete(userDb, params.Username) 89 | log.Printf("%s deleted", params.Username) 90 | 91 | return 92 | } 93 | -------------------------------------------------------------------------------- /go.sum: -------------------------------------------------------------------------------- 1 | github.com/airbrake/gobrake v3.6.1+incompatible/go.mod h1:wM4gu3Cn0W0K7GUuVWnlXZU11AGBXMILnrdOU8Kn00o= 2 | github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA= 3 | github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869/go.mod h1:Ekp36dRnpXw/yCqJaO+ZrUyxD+3VXMFFr56k5XYrpB4= 4 | github.com/bugsnag/bugsnag-go v1.4.0/go.mod h1:2oa8nejYd4cQ/b0hMIopN0lCRxU0bueqREvZLWFrtK8= 5 | github.com/bugsnag/panicwrap v1.2.0/go.mod h1:D/8v3kj0zr8ZAKg1AQ6crr+5VwKN5eIywRkfhyM/+dE= 6 | github.com/bytedance/mockey v1.2.13 h1:jokWZAm/pUEbD939Rhznz615MKUCZNuvCFQlJ2+ntoo= 7 | github.com/bytedance/mockey v1.2.13/go.mod h1:1BPHF9sol5R1ud/+0VEHGQq/+i2lN+GTsr3O2Q9IENY= 8 | github.com/bytedance/sonic v1.12.2 h1:oaMFuRTpMHYLpCntGca65YWt5ny+wAceDERTkT2L9lg= 9 | github.com/bytedance/sonic v1.12.2/go.mod h1:B8Gt/XvtZ3Fqj+iSKMypzymZxw/FVwgIGKzMzT9r/rk= 10 | github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU= 11 | github.com/bytedance/sonic/loader v0.2.0 h1:zNprn+lsIP06C/IqCHs3gPQIvnvpKbbxyXQP1iU4kWM= 12 | github.com/bytedance/sonic/loader v0.2.0/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU= 13 | github.com/certifi/gocertifi v0.0.0-20190105021004-abcd57078448/go.mod h1:GJKEexRPVJrBSOjoqN5VNOIKJ5Q3RViH6eu3puDRwx4= 14 | github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y= 15 | github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w= 16 | github.com/cloudwego/eino v0.3.9 h1:pMg1uk+nLKJkpDiyJfikHNMb/pcWQWOaW7YWVuwlwQQ= 17 | github.com/cloudwego/eino v0.3.9/go.mod h1:+kmJimGEcKuSI6OKhet7kBedkm1WUZS3H1QRazxgWUo= 18 | github.com/cloudwego/eino-ext/components/model/openai v0.0.0-20250210075620-912c968c753a h1:uEaPrwz92CbZEJ5Ia239IE7Ge4QFpfsEweYwk6HFwp4= 19 | github.com/cloudwego/eino-ext/components/model/openai v0.0.0-20250210075620-912c968c753a/go.mod h1:NJIlZDe2AvFQGzpDLYB0NPF1El9ksoYMCKQLrTDGmOc= 20 | github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250208100047-4b90fcb10809 h1:eECIUlNWm6xUMZrJsL0S/cnJ0IaaEH4rg2OCf7gNBks= 21 | github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250208100047-4b90fcb10809/go.mod h1:RNZIloDWjCngfESm93s2lcIKZHFyj0IiWC12rIGOamg= 22 | github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg= 23 | github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY= 24 | github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= 25 | github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= 26 | github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= 27 | github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY= 28 | github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto= 29 | github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo= 30 | github.com/getkin/kin-openapi v0.118.0 h1:z43njxPmJ7TaPpMSCQb7PN0dEYno4tyBPQcrFdHoLuM= 31 | github.com/getkin/kin-openapi v0.118.0/go.mod h1:l5e9PaFUo9fyLJCPGQeXI2ML8c3P8BHOEV2VaAVf/pc= 32 | github.com/getsentry/raven-go v0.2.0/go.mod h1:KungGk8q33+aIAZUIVWZDr2OfAEBsO49PX4NzFV5kcQ= 33 | github.com/go-check/check v0.0.0-20180628173108-788fd7840127 h1:0gkP6mzaMqkmpcJYCFOLkIBwI7xFExG03bbkOkCvUPI= 34 | github.com/go-check/check v0.0.0-20180628173108-788fd7840127/go.mod h1:9ES+weclKsC9YodN5RgxqK/VD9HM9JsCSh7rNhMZE98= 35 | github.com/go-openapi/jsonpointer v0.19.5 h1:gZr+CIYByUqjcgeLXnQu2gHYQC9o73G2XUeOFYEICuY= 36 | github.com/go-openapi/jsonpointer v0.19.5/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg= 37 | github.com/go-openapi/swag v0.19.5 h1:lTz6Ys4CmqqCQmZPBlbQENR1/GucA2bzYTE12Pw4tFY= 38 | github.com/go-openapi/swag v0.19.5/go.mod h1:POnQmlKehdgb5mhVOsnJFsivZCEZ/vjK9gh66Z9tfKk= 39 | github.com/go-test/deep v1.0.8 h1:TDsG77qcSprGbC6vTN8OuXp5g+J+b5Pcguhf7Zt61VM= 40 | github.com/go-test/deep v1.0.8/go.mod h1:5C2ZWiW0ErCdrYzpqxLbTX7MG14M9iiw8DgHncVwcsE= 41 | github.com/gofrs/uuid v3.2.0+incompatible/go.mod h1:b2aQJv3Z4Fp6yNu3cdSllBxTCLRxnplIgP/c0N/04lM= 42 | github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U= 43 | github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg= 44 | github.com/goph/emperror v0.17.2 h1:yLapQcmEsO0ipe9p5TaN22djm3OFV/TfM/fcYP0/J18= 45 | github.com/goph/emperror v0.17.2/go.mod h1:+ZbQ+fUNO/6FNiUo0ujtMjhgad9Xa6fQL9KhH4LNHic= 46 | github.com/gopherjs/gopherjs v1.17.2 h1:fQnZVsXk8uxXIStYb0N4bGk7jeyTalG/wsZjQ25dO0g= 47 | github.com/gopherjs/gopherjs v1.17.2/go.mod h1:pRRIvn/QzFLrKfvEz3qUuEhtE/zLCWfreZ6J5gM2i+k= 48 | 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