mirror of
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
244 lines
8.5 KiB
Go
244 lines
8.5 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 cloudsqlpgupgradeprecheck
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import (
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"context"
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"fmt"
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"time"
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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 = "postgres-upgrade-precheck"
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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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GetService(context.Context, string) (*sqladmin.Service, error)
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UseClientAuthorization() bool
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}
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// Config defines the configuration for the precheck-upgrade 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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allParameters := parameters.Parameters{
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parameters.NewStringParameter("project", "The project ID"),
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parameters.NewStringParameter("instance", "The name of the instance to check"),
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parameters.NewStringParameterWithDefault("targetDatabaseVersion", "POSTGRES_18", "The target PostgreSQL version for the upgrade (e.g., POSTGRES_18). If not specified, defaults to the PostgreSQL 18."),
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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 = "Analyzes a Cloud SQL PostgreSQL instance for major version upgrade readiness. Results are provided to guide customer actions:\n" +
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"ERROR: Action Required. These are critical issues blocking the upgrade. Customers must resolve these using the provided actions_required steps before attempting the upgrade.\n" +
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"WARNING: Review Recommended. These are potential issues. Customers should review the message and actions_required. While not blocking, addressing these is advised to prevent future problems or unexpected behavior post-upgrade.\n" +
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"INFO: No Action Needed. Informational messages only. This pre-check helps customers proactively fix problems, preventing upgrade failures and ensuring a smoother transition."
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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 precheck-upgrade 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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// PreCheckResultItem holds the details of a single check result.
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type PreCheckResultItem struct {
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Message string `json:"message"`
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MessageType string `json:"messageType"` // INFO, WARNING, ERROR
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ActionsRequired []string `json:"actionsRequired"`
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}
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// PreCheckAPIResponse holds the array of pre-check results.
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type PreCheckAPIResponse struct {
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Items []PreCheckResultItem `json:"preCheckResponse"`
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}
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// Helper function to convert from []*sqladmin.PreCheckResponse to []PreCheckResultItem
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func convertResults(items []*sqladmin.PreCheckResponse) []PreCheckResultItem {
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if len(items) == 0 { // Handle nil or empty slice
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return []PreCheckResultItem{}
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}
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results := make([]PreCheckResultItem, len(items))
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for i, item := range items {
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results[i] = PreCheckResultItem{
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Message: item.Message,
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MessageType: item.MessageType,
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ActionsRequired: item.ActionsRequired,
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}
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}
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return results
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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 || project == "" {
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return nil, fmt.Errorf("missing or empty 'project' parameter")
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}
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instanceName, ok := paramsMap["instance"].(string)
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if !ok || instanceName == "" {
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return nil, fmt.Errorf("missing or empty 'instance' parameter")
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}
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targetVersion, ok := paramsMap["targetDatabaseVersion"].(string)
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if !ok || targetVersion == "" {
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// This should not happen due to the default value
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return nil, fmt.Errorf("missing or empty 'targetDatabaseVersion' parameter")
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}
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service, err := source.GetService(ctx, string(accessToken))
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if err != nil {
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return nil, fmt.Errorf("failed to get HTTP client from source: %w", err)
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}
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reqBody := &sqladmin.InstancesPreCheckMajorVersionUpgradeRequest{
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PreCheckMajorVersionUpgradeContext: &sqladmin.PreCheckMajorVersionUpgradeContext{
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TargetDatabaseVersion: targetVersion,
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},
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}
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call := service.Instances.PreCheckMajorVersionUpgrade(project, instanceName, reqBody).Context(ctx)
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op, err := call.Do()
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if err != nil {
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return nil, fmt.Errorf("failed to start pre-check operation: %w", err)
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}
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const pollTimeout = 20 * time.Second
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cutoffTime := time.Now().Add(pollTimeout)
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for time.Now().Before(cutoffTime) {
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currentOp, err := service.Operations.Get(project, op.Name).Context(ctx).Do()
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if err != nil {
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return nil, fmt.Errorf("failed to get operation status: %w", err)
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}
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if currentOp.Status == "DONE" {
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if currentOp.Error != nil && len(currentOp.Error.Errors) > 0 {
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errMsg := fmt.Sprintf("pre-check operation LRO failed: %s", currentOp.Error.Errors[0].Message)
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if currentOp.Error.Errors[0].Code != "" {
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errMsg = fmt.Sprintf("%s (Code: %s)", errMsg, currentOp.Error.Errors[0].Code)
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}
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return nil, fmt.Errorf("%s", errMsg)
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}
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var preCheckItems []*sqladmin.PreCheckResponse
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if currentOp.PreCheckMajorVersionUpgradeContext != nil {
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preCheckItems = currentOp.PreCheckMajorVersionUpgradeContext.PreCheckResponse
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}
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// convertResults handles nil or empty preCheckItems
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return PreCheckAPIResponse{Items: convertResults(preCheckItems)}, nil
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}
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select {
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case <-ctx.Done():
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return nil, ctx.Err()
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case <-time.After(5 * time.Second):
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}
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}
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return op, nil
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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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