// Copyright 2026 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 vectorassistgetspec import ( "context" "fmt" "net/http" yaml "github.com/goccy/go-yaml" "github.com/googleapis/mcp-toolbox/internal/tools" "github.com/googleapis/mcp-toolbox/internal/util" "github.com/googleapis/mcp-toolbox/internal/util/parameters" "github.com/jackc/pgx/v5" "github.com/jackc/pgx/v5/pgxpool" ) const resourceType string = "vector-assist-get-spec" const getSpecQuery = ` SELECT * FROM vector_assist.get_spec(spec_id => @spec_id::TEXT); ` func init() { if !tools.Register(resourceType, newConfig) { panic(fmt.Sprintf("tool type %q already registered", resourceType)) } } func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) { actual := Config{ConfigBase: tools.ConfigBase{Name: name}} if err := decoder.DecodeContext(ctx, &actual); err != nil { return nil, err } return actual, nil } type compatibleSource interface { PostgresPool() *pgxpool.Pool RunSQL(context.Context, string, []any) (any, error) } type Config struct { tools.ConfigBase `yaml:",inline"` Type string `yaml:"type" validate:"required"` Source string `yaml:"source" validate:"required"` Annotations *tools.ToolAnnotations `yaml:"annotations,omitempty"` } var _ tools.ToolConfig = Config{} func (cfg Config) ToolConfigType() string { return resourceType } func (cfg Config) Initialize(context.Context) (tools.Tool, error) { allParameters := parameters.Parameters{ parameters.NewStringParameter("spec_id", "Unique ID for the vector spec.", parameters.WithStringRequired(true)), } paramManifest := allParameters.Manifest() if cfg.Description == "" { cfg.Description = "This tool retrieves the details of an existing vector specification using its unique 'spec_id'. Use this tool to retrieve a vector specification which was created in the context of the vector assist tools." } return Tool{ BaseTool: tools.NewBaseTool( cfg, tools.GetAnnotationsOrDefault(cfg.Annotations, tools.NewDestructiveAnnotations), tools.Manifest{Description: cfg.Description, Parameters: paramManifest, AuthRequired: cfg.AuthRequired}, allParameters, ), }, nil } var _ tools.Tool = Tool{} type Tool struct { tools.BaseTool[Config] } func (t Tool) ToConfig() tools.ToolConfig { return t.Cfg } func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, util.ToolboxError) { source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Cfg.Source, t.Cfg.Name, t.Cfg.Type) if err != nil { return nil, util.NewClientServerError("source used is not compatible with the tool", http.StatusInternalServerError, err) } paramsMap := params.AsMap() namedArgs := pgx.NamedArgs{} for key, value := range paramsMap { namedArgs[key] = value } resp, err := source.RunSQL(ctx, getSpecQuery, []any{namedArgs}) if err != nil { return nil, util.ProcessGeneralError(err) } return resp, nil }