Files
genai-toolbox/internal/tools/cloudgda/cloudgda.go
Wenxin Du 17b70ccaa7 feat(tools/postgressql): Add Parameter embeddedBy config support (#2151)
Add parameter `embeddedBy` field to support vector embedding & semantic
search.
Major change in `internal/util/parameters/parameters.go`

This PR only adds vector formatter for the postgressql tool. Other tools
requiring vector formatting may not work with embeddedBy.

Second part of the Semantic Search support. First part:
https://github.com/googleapis/genai-toolbox/pull/2121
2026-01-06 17:54:43 -05:00

171 lines
5.4 KiB
Go

// Copyright 2025 Google LLC
//
// 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 cloudgda
import (
"context"
"encoding/json"
"fmt"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
const kind string = "cloud-gemini-data-analytics-query"
func init() {
if !tools.Register(kind, newConfig) {
panic(fmt.Sprintf("tool kind %q already registered", kind))
}
}
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
actual := Config{Name: name}
if err := decoder.DecodeContext(ctx, &actual); err != nil {
return nil, err
}
return actual, nil
}
type compatibleSource interface {
GetProjectID() string
UseClientAuthorization() bool
RunQuery(context.Context, string, []byte) (any, error)
}
type Config struct {
Name string `yaml:"name" validate:"required"`
Kind string `yaml:"kind" validate:"required"`
Source string `yaml:"source" validate:"required"`
Description string `yaml:"description" validate:"required"`
Location string `yaml:"location" validate:"required"`
Context *QueryDataContext `yaml:"context" validate:"required"`
GenerationOptions *GenerationOptions `yaml:"generationOptions,omitempty"`
AuthRequired []string `yaml:"authRequired"`
}
// validate interface
var _ tools.ToolConfig = Config{}
func (cfg Config) ToolConfigKind() string {
return kind
}
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
// Define the parameters for the Gemini Data Analytics Query API
// The prompt is the only input parameter.
allParameters := parameters.Parameters{
parameters.NewStringParameterWithRequired("prompt", "The natural language question to ask.", true),
}
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, allParameters, nil)
return Tool{
Config: cfg,
AllParams: allParameters,
manifest: tools.Manifest{Description: cfg.Description, Parameters: allParameters.Manifest(), AuthRequired: cfg.AuthRequired},
mcpManifest: mcpManifest,
}, nil
}
// validate interface
var _ tools.Tool = Tool{}
type Tool struct {
Config
AllParams parameters.Parameters
manifest tools.Manifest
mcpManifest tools.McpManifest
}
func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
// Invoke executes the tool logic
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
return nil, err
}
paramsMap := params.AsMap()
prompt, ok := paramsMap["prompt"].(string)
if !ok {
return nil, fmt.Errorf("prompt parameter not found or not a string")
}
// Parse the access token if provided
var tokenStr string
if source.UseClientAuthorization() {
var err error
tokenStr, err = accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
}
// The parent in the request payload uses the tool's configured location.
payloadParent := fmt.Sprintf("projects/%s/locations/%s", source.GetProjectID(), t.Location)
payload := &QueryDataRequest{
Parent: payloadParent,
Prompt: prompt,
Context: t.Context,
GenerationOptions: t.GenerationOptions,
}
bodyBytes, err := json.Marshal(payload)
if err != nil {
return nil, fmt.Errorf("failed to marshal request payload: %w", err)
}
return source.RunQuery(ctx, tokenStr, bodyBytes)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
return parameters.ParseParams(t.AllParams, data, claims)
}
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
return parameters.EmbedParams(ctx, t.AllParams, paramValues, embeddingModelsMap, nil)
}
func (t Tool) Manifest() tools.Manifest {
return t.manifest
}
func (t Tool) McpManifest() tools.McpManifest {
return t.mcpManifest
}
func (t Tool) Authorized(verifiedAuthServices []string) bool {
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
}
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
return false, err
}
return source.UseClientAuthorization(), nil
}
func (t Tool) GetAuthTokenHeaderName(_ tools.SourceProvider) (string, error) {
return "Authorization", nil
}