Add custom actions with golang interpreter
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
126
agent/actions_custom.go
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126
agent/actions_custom.go
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@@ -0,0 +1,126 @@
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package agent
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import (
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"context"
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"fmt"
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"strings"
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"github.com/mudler/local-agent-framework/action"
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"github.com/mudler/local-agent-framework/xlog"
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"github.com/sashabaranov/go-openai/jsonschema"
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"github.com/traefik/yaegi/interp"
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"github.com/traefik/yaegi/stdlib"
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)
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func NewCustom(config map[string]string, goPkgPath string) (*CustomAction, error) {
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a := &CustomAction{
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config: config,
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goPkgPath: goPkgPath,
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}
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if err := a.initializeInterpreter(); err != nil {
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return nil, err
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}
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if err := a.callInit(); err != nil {
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xlog.Error("Error calling custom action init", "error", err)
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}
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return a, nil
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}
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type CustomAction struct {
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config map[string]string
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goPkgPath string
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i *interp.Interpreter
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}
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func (a *CustomAction) callInit() error {
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if a.i == nil {
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return nil
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}
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v, err := a.i.Eval(fmt.Sprintf("%s.Init", a.config["name"]))
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if err != nil {
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return err
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}
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run := v.Interface().(func() error)
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return run()
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}
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func (a *CustomAction) initializeInterpreter() error {
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if _, exists := a.config["code"]; exists && a.i == nil {
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unsafe := strings.ToLower(a.config["unsafe"]) == "true"
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i := interp.New(interp.Options{
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GoPath: a.goPkgPath,
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Unrestricted: unsafe,
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})
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if err := i.Use(stdlib.Symbols); err != nil {
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return err
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}
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if _, exists := a.config["name"]; !exists {
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a.config["name"] = "custom"
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}
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_, err := i.Eval(fmt.Sprintf("package %s\n%s", a.config["name"], a.config["code"]))
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if err != nil {
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return err
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}
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a.i = i
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}
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return nil
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}
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func (a *CustomAction) Run(ctx context.Context, params action.ActionParams) (string, error) {
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v, err := a.i.Eval(fmt.Sprintf("%s.Run", a.config["name"]))
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if err != nil {
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return "", err
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}
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run := v.Interface().(func(map[string]interface{}) (string, error))
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return run(params)
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}
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func (a *CustomAction) Definition() action.ActionDefinition {
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v, err := a.i.Eval(fmt.Sprintf("%s.Definition", a.config["name"]))
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if err != nil {
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xlog.Error("Error getting custom action definition", "error", err)
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return action.ActionDefinition{}
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}
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properties := v.Interface().(func() map[string][]string)
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v, err = a.i.Eval(fmt.Sprintf("%s.RequiredFields", a.config["name"]))
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if err != nil {
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xlog.Error("Error getting custom action definition", "error", err)
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return action.ActionDefinition{}
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}
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requiredFields := v.Interface().(func() []string)
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prop := map[string]jsonschema.Definition{}
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for k, v := range properties() {
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if len(v) != 2 {
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xlog.Error("Invalid property definition", "property", k)
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continue
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}
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prop[k] = jsonschema.Definition{
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Type: jsonschema.DataType(v[0]),
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Description: v[1],
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}
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}
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return action.ActionDefinition{
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Name: action.ActionDefinitionName(a.config["name"]),
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Description: a.config["description"],
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Properties: prop,
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Required: requiredFields(),
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}
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}
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87
agent/actions_custom_test.go
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87
agent/actions_custom_test.go
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@@ -0,0 +1,87 @@
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package agent_test
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import (
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"context"
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"github.com/mudler/local-agent-framework/action"
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. "github.com/mudler/local-agent-framework/agent"
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. "github.com/onsi/ginkgo/v2"
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. "github.com/onsi/gomega"
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"github.com/sashabaranov/go-openai/jsonschema"
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)
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var _ = Describe("Agent custom action", func() {
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Context("custom action", func() {
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It("initializes correctly", func() {
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testCode := `
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import (
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"encoding/json"
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)
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type Params struct {
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Foo string
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}
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func Run(config map[string]interface{}) (string, error) {
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p := Params{}
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b, err := json.Marshal(config)
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if err != nil {
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return "", err
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}
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if err := json.Unmarshal(b, &p); err != nil {
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return "", err
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}
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return p.Foo, nil
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}
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func Definition() map[string][]string {
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return map[string][]string{
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"foo": []string{
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"string",
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"The foo value",
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},
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}
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}
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func RequiredFields() []string {
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return []string{"foo"}
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}
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`
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customAction, err := NewCustom(
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map[string]string{
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"code": testCode,
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"name": "test",
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"description": "A test action",
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},
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"",
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)
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Expect(err).ToNot(HaveOccurred())
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definition := customAction.Definition()
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Expect(definition).To(Equal(action.ActionDefinition{
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Properties: map[string]jsonschema.Definition{
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"foo": {
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Type: jsonschema.String,
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Description: "The foo value",
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},
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},
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Required: []string{"foo"},
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Name: "test",
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Description: "A test action",
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}))
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runResult, err := customAction.Run(context.Background(), action.ActionParams{
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"Foo": "bar",
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})
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Expect(err).ToNot(HaveOccurred())
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Expect(runResult).To(Equal("bar"))
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})
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})
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})
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