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353 lines (324 loc) · 9.63 KB
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package main
import (
"context"
"errors"
"fmt"
"reflect"
"strings"
"github.com/jdevoo/gen/core"
"github.com/jdevoo/gen/toolbox"
"google.golang.org/genai"
)
// goTypeToGenAIType maps Go basic types to GenAI schema types.
func goTypeToGenAIType(k reflect.Kind) (genai.Type, error) {
switch k {
case reflect.String:
return genai.TypeString, nil
case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64:
return genai.TypeInteger, nil
case reflect.Float32, reflect.Float64:
return genai.TypeNumber, nil
case reflect.Bool:
return genai.TypeBoolean, nil
default:
return "", fmt.Errorf("unsupported kind: %s", k)
}
}
// buildFieldSchema parses a struct field tag and type to construct a GenAI schema.
func buildFieldSchema(field reflect.StructField) (*genai.Schema, string, bool, error) {
fieldType := field.Type
isOptional := false
if fieldType.Kind() == reflect.Ptr {
isOptional = true
fieldType = fieldType.Elem()
}
name := field.Tag.Get("json")
parts := strings.Split(name, ",")
name = parts[0]
if name == "" {
name = field.Name
}
for _, p := range parts[1:] {
if p == "omitempty" {
isOptional = true
}
}
genaiType, err := goTypeToGenAIType(fieldType.Kind())
if err != nil {
return nil, "", false, fmt.Errorf("field '%s': %v", field.Name, err)
}
return &genai.Schema{
Type: genaiType,
Nullable: &isOptional,
}, name, isOptional, nil
}
// knownTools returns string of comma-separated function names.
func knownTools(ctx context.Context) (string, error) {
params, ok := ctx.Value(core.ParamsKey).(*core.Parameters)
if !ok {
return "", fmt.Errorf("knownTools: params not found in context")
}
var res []string
// gen tools
genTool := reflect.TypeOf(toolbox.Tool{})
for i := 0; i < genTool.NumMethod(); i++ {
res = append(res, sigGenTool(genTool.Method(i)))
}
// MCP tools
for _, sess := range params.MCPSessions {
if sess == nil {
return "", fmt.Errorf("knownTools: nil session pointer found")
}
ltr, err := sess.ListTools(ctx, nil)
if err != nil {
break
}
for _, tool := range ltr.Tools {
res = append(res, sigMCPTool(tool))
}
}
return strings.Join(res, "\n"), nil
}
// sigGenTool inspects a native Gen Tool and returns its signature.
func sigGenTool(m reflect.Method) string {
f := reflect.ValueOf(toolbox.Tool{}).MethodByName(m.Name)
t := f.Type()
var params []string
// First arg is always context.Context, start inspecting from index 1
if t.NumIn() > 1 {
argType := t.In(1)
if argType.Kind() == reflect.Struct {
for j := 0; j < argType.NumField(); j++ {
field := argType.Field(j)
fieldType := field.Type
isOptional := false
if fieldType.Kind() == reflect.Ptr {
isOptional = true
fieldType = fieldType.Elem()
}
tag := field.Tag.Get("json")
tagParts := strings.Split(tag, ",")
name := tagParts[0]
if name == "" {
name = field.Name
}
if len(tagParts) > 1 {
for _, p := range tagParts[1:] {
if p == "omitempty" {
isOptional = true
}
}
}
if !isOptional {
name += "*"
}
var paramStr string
if fieldType.Kind() == reflect.String {
paramStr = name
} else {
paramStr = fmt.Sprintf("%s (%s)", name, fieldType.Kind().String())
}
params = append(params, paramStr)
}
} else {
params = append(params, argType.Kind().String()+"*")
}
}
if len(params) == 0 {
return fmt.Sprintf(" • %s", m.Name)
}
return fmt.Sprintf(" • %s %s", m.Name, strings.Join(params, ", "))
}
// registerTools declares functions of type Tool in genai.FunctionDeclaration format.
// TODO add support for arrays and objects
func registerGenTools(config *genai.GenerateContentConfig) error {
genTool := reflect.TypeOf(toolbox.Tool{})
n := genTool.NumMethod()
genDecls := make([]*genai.FunctionDeclaration, n)
for i := 0; i < n; i++ {
m := genTool.Method(i)
f := reflect.ValueOf(toolbox.Tool{}).MethodByName(m.Name)
t := f.Type()
argMap := map[string]*genai.Schema{}
var req []string
// first tool arg must be context.Context, check if second args
if t.NumIn() > 1 {
argType := t.In(1)
for j := 0; j < argType.NumField(); j++ {
schema, name, isOptional, err := buildFieldSchema(argType.Field(j))
if err != nil {
return fmt.Errorf("tool '%s': %v", m.Name, err)
}
argMap[name] = schema
if !isOptional {
req = append(req, name)
}
}
}
decl := &genai.FunctionDeclaration{Name: m.Name}
if len(argMap) > 0 {
decl.Parameters = &genai.Schema{
Type: genai.TypeObject,
Properties: argMap,
Required: req,
}
}
genDecls[i] = decl
}
if len(genDecls) > 0 {
config.Tools = append(config.Tools, &genai.Tool{
FunctionDeclarations: genDecls,
})
}
return nil
}
// invokeGenTool looks for exported symbols under Tool matching the provided FunctionCall signature.
func invokeGenTool(ctx context.Context, fc *genai.FunctionCall) (*genai.Part, error) {
f := reflect.ValueOf(toolbox.Tool{}).MethodByName(fc.Name)
if !f.IsValid() {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("invokeGenTool: %s invocation error", fc.Name),
}), nil
}
args := []reflect.Value{reflect.ValueOf(ctx)} // first tool arg is context.Context
if f.Type().NumIn() == 2 { // has parameters struct
structType := f.Type().In(1)
if structType.Kind() != reflect.Struct {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("invokeGenTool: %s expected second argument to be a struct", fc.Name),
}), nil
}
structVal := reflect.New(structType).Elem()
for i := 0; i < structType.NumField(); i++ {
field := structType.Field(i)
name := field.Tag.Get("json")
parts := strings.Split(name, ",")
name = parts[0]
if name == "" {
name = field.Name
}
isOptional := false
if field.Type.Kind() == reflect.Ptr {
isOptional = true
}
if len(parts) > 1 {
for _, p := range parts[1:] {
if p == "omitempty" {
isOptional = true
}
}
}
argVal, ok := fc.Args[name]
if !ok {
if !isOptional {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s missing parameter: '%s'", fc.Name, name),
}), nil
}
continue
}
// Dereference / assign values to fields recursively
targetField := structVal.Field(i)
fieldType := field.Type
var val reflect.Value
isPtr := fieldType.Kind() == reflect.Ptr
var baseType reflect.Type
if isPtr {
baseType = fieldType.Elem()
val = reflect.New(baseType).Elem()
} else {
baseType = fieldType
val = targetField
}
switch baseType.Kind() {
case reflect.String:
if s, ok := argVal.(string); ok {
val.SetString(s)
} else {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s type mismatch: '%s' expected string, got %T", fc.Name, name, argVal),
}), nil
}
case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64:
if fv, ok := argVal.(float64); ok {
val.SetInt(int64(fv))
} else if iv, ok := argVal.(int64); ok {
val.SetInt(iv)
} else {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s type mismatch: '%s' expected integer, got %T", fc.Name, name, argVal),
}), nil
}
case reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64:
var uintVal uint64
if fv, ok := argVal.(float64); ok {
if fv < 0 {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s error: negative value for unsigned integer '%s'", fc.Name, name),
}), nil
}
uintVal = uint64(fv)
} else if iv, ok := argVal.(int64); ok {
if iv < 0 {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s error: negative value for unsigned integer '%s'", fc.Name, name),
}), nil
}
uintVal = uint64(iv)
} else {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s type mismatch: '%s' expected unsigned integer, got %T", fc.Name, name, argVal),
}), nil
}
val.SetUint(uintVal)
case reflect.Float32, reflect.Float64:
if fv, ok := argVal.(float64); ok {
val.SetFloat(fv)
} else if iv, ok := argVal.(int64); ok {
val.SetFloat(float64(iv))
} else {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s type mismatch: '%s' expected float, got %T", fc.Name, name, argVal),
}), nil
}
case reflect.Bool:
if b, ok := argVal.(bool); ok {
val.SetBool(b)
} else {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s type mismatch: '%s' expected boolean, got %T", fc.Name, name, argVal),
}), nil
}
}
if isPtr {
targetField.Set(val.Addr())
}
}
args = append(args, structVal)
}
vals := f.Call(args)
if !vals[1].IsNil() {
var paramErr *core.ParamError
err := vals[1].Interface().(error)
if errors.As(err, ¶mErr) {
return nil, paramErr
}
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"error": fmt.Sprintf("%s error: %v", fc.Name, err),
}), nil
}
outVal := vals[0].Interface()
if outVal == nil {
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"output": "SUCCESS",
}), nil
}
if p, ok := outVal.(*genai.Part); ok {
return p, nil
}
// fallback
return genai.NewPartFromFunctionResponse(fc.Name, map[string]any{
"output": fmt.Sprintf("%v", outVal),
}), nil
}