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https://github.com/googleapis/genai-toolbox.git
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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
190 lines
7.1 KiB
Go
190 lines
7.1 KiB
Go
// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package cloudsqlcloneinstance
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import (
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"context"
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"fmt"
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yaml "github.com/goccy/go-yaml"
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"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
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"github.com/googleapis/genai-toolbox/internal/sources"
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"github.com/googleapis/genai-toolbox/internal/tools"
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"github.com/googleapis/genai-toolbox/internal/util/parameters"
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sqladmin "google.golang.org/api/sqladmin/v1"
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)
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const kind string = "cloud-sql-clone-instance"
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func init() {
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if !tools.Register(kind, newConfig) {
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panic(fmt.Sprintf("tool kind %q already registered", kind))
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}
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}
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func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
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actual := Config{Name: name}
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if err := decoder.DecodeContext(ctx, &actual); err != nil {
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return nil, err
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}
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return actual, nil
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}
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type compatibleSource interface {
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GetDefaultProject() string
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GetService(context.Context, string) (*sqladmin.Service, error)
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UseClientAuthorization() bool
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CloneInstance(context.Context, string, string, string, string, string, string, string) (any, error)
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}
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// Config defines the configuration for the clone-instance tool.
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type Config struct {
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Name string `yaml:"name" validate:"required"`
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Kind string `yaml:"kind" validate:"required"`
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Description string `yaml:"description"`
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Source string `yaml:"source" validate:"required"`
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AuthRequired []string `yaml:"authRequired"`
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}
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// validate interface
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var _ tools.ToolConfig = Config{}
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// ToolConfigKind returns the kind of the tool.
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func (cfg Config) ToolConfigKind() string {
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return kind
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}
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// Initialize initializes the tool from the configuration.
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func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
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rawS, ok := srcs[cfg.Source]
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if !ok {
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return nil, fmt.Errorf("no source named %q configured", cfg.Source)
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}
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s, ok := rawS.(compatibleSource)
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if !ok {
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return nil, fmt.Errorf("invalid source for %q tool: source kind must be `cloud-sql-admin`", kind)
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}
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project := s.GetDefaultProject()
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var projectParam parameters.Parameter
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if project != "" {
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projectParam = parameters.NewStringParameterWithDefault("project", project, "The GCP project ID. This is pre-configured; do not ask for it unless the user explicitly provides a different one.")
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} else {
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projectParam = parameters.NewStringParameter("project", "The project ID")
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}
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allParameters := parameters.Parameters{
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projectParam,
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parameters.NewStringParameter("sourceInstanceName", "The name of the instance to be cloned."),
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parameters.NewStringParameter("destinationInstanceName", "The name of the new instance that will be created by cloning the source instance."),
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// point in time, preferred zone and preferred secondary zone are optional
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parameters.NewStringParameterWithRequired("pointInTime", "The timestamp in RFC 3339 format to which the source instance should be cloned.", false),
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parameters.NewStringParameterWithRequired("preferredZone", "The preferred zone for the new instance.", false),
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parameters.NewStringParameterWithRequired("preferredSecondaryZone", "The preferred secondary zone for the new instance.", false),
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}
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paramManifest := allParameters.Manifest()
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description := cfg.Description
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if description == "" {
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description = "Clone an existing Cloud SQL instance into a new instance. The clone can be a direct copy of the source instance, or a point-in-time-recovery (PITR) clone from a specific timestamp. The call returns a Cloud SQL Operation object. Call wait_for_operation tool after this, make sure to use multiplier as 4 to poll the opertation status till it is marked DONE."
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}
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mcpManifest := tools.GetMcpManifest(cfg.Name, description, cfg.AuthRequired, allParameters, nil)
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return Tool{
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Config: cfg,
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AllParams: allParameters,
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manifest: tools.Manifest{Description: description, Parameters: paramManifest, AuthRequired: cfg.AuthRequired},
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mcpManifest: mcpManifest,
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}, nil
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}
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// Tool represents the clone-instance tool.
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type Tool struct {
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Config
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AllParams parameters.Parameters `yaml:"allParams"`
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manifest tools.Manifest
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mcpManifest tools.McpManifest
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}
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func (t Tool) ToConfig() tools.ToolConfig {
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return t.Config
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}
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// Invoke executes the tool's logic.
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func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
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source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
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if err != nil {
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return nil, err
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}
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paramsMap := params.AsMap()
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project, ok := paramsMap["project"].(string)
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if !ok {
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return nil, fmt.Errorf("error casting 'project' parameter: %v", paramsMap["project"])
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}
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sourceInstanceName, ok := paramsMap["sourceInstanceName"].(string)
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if !ok {
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return nil, fmt.Errorf("error casting 'sourceInstanceName' parameter: %v", paramsMap["sourceInstanceName"])
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}
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destinationInstanceName, ok := paramsMap["destinationInstanceName"].(string)
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if !ok {
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return nil, fmt.Errorf("error casting 'destinationInstanceName' parameter: %v", paramsMap["destinationInstanceName"])
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}
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pointInTime, _ := paramsMap["pointInTime"].(string)
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preferredZone, _ := paramsMap["preferredZone"].(string)
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preferredSecondaryZone, _ := paramsMap["preferredSecondaryZone"].(string)
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return source.CloneInstance(ctx, project, sourceInstanceName, destinationInstanceName, pointInTime, preferredZone, preferredSecondaryZone, string(accessToken))
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}
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// ParseParams parses the parameters for the tool.
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func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
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return parameters.ParseParams(t.AllParams, data, claims)
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}
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func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
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return parameters.EmbedParams(ctx, t.AllParams, paramValues, embeddingModelsMap, nil)
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}
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// Manifest returns the tool's manifest.
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func (t Tool) Manifest() tools.Manifest {
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return t.manifest
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}
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// McpManifest returns the tool's MCP manifest.
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func (t Tool) McpManifest() tools.McpManifest {
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return t.mcpManifest
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}
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// Authorized checks if the tool is authorized.
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func (t Tool) Authorized(verifiedAuthServices []string) bool {
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return true
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}
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func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
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source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
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if err != nil {
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return false, err
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}
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return source.UseClientAuthorization(), nil
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}
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func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
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return "Authorization", nil
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}
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