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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
194 lines
6.3 KiB
Go
194 lines
6.3 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 postgreslisttriggers
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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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"github.com/jackc/pgx/v5/pgxpool"
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)
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const kind string = "postgres-list-triggers"
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const listTriggersStatement = `
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WITH
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trigger_list AS (
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SELECT
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t.tgname AS trigger_name,
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n.nspname AS schema_name,
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c.relname AS table_name,
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CASE t.tgenabled
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WHEN 'O' THEN 'ENABLED'
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WHEN 'D' THEN 'DISABLED'
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WHEN 'R' THEN 'REPLICA'
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WHEN 'A' THEN 'ALWAYS'
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END AS status,
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CASE
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WHEN (t.tgtype::int & 2) = 2 THEN 'BEFORE'
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WHEN (t.tgtype::int & 64) = 64 THEN 'INSTEAD OF'
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ELSE 'AFTER'
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END AS timing,
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concat_ws(
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', ',
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CASE WHEN (t.tgtype::int & 4) = 4 THEN 'INSERT' END,
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CASE WHEN (t.tgtype::int & 16) = 16 THEN 'UPDATE' END,
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CASE WHEN (t.tgtype::int & 8) = 8 THEN 'DELETE' END,
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CASE WHEN (t.tgtype::int & 32) = 32 THEN 'TRUNCATE' END) AS events,
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CASE WHEN (t.tgtype::int & 1) = 1 THEN 'ROW' ELSE 'STATEMENT' END AS activation_level,
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p.proname AS function_name,
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pg_get_triggerdef(t.oid) AS definition
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FROM pg_trigger t
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JOIN pg_class c
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ON t.tgrelid = c.oid
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JOIN pg_namespace n
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ON c.relnamespace = n.oid
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LEFT JOIN pg_proc p
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ON t.tgfoid = p.oid
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WHERE NOT t.tgisinternal
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)
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SELECT *
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FROM trigger_list
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WHERE
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($1::text IS NULL OR trigger_name LIKE '%' || $1::text || '%')
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AND ($2::text IS NULL OR schema_name LIKE '%' || $2::text || '%')
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AND ($3::text IS NULL OR table_name LIKE '%' || $3::text || '%')
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ORDER BY schema_name, table_name, trigger_name
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LIMIT COALESCE($4::int, 50);
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`
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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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PostgresPool() *pgxpool.Pool
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RunSQL(context.Context, string, []any) (any, error)
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}
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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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Source string `yaml:"source" validate:"required"`
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Description string `yaml:"description"`
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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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func (cfg Config) ToolConfigKind() string {
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return kind
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}
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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.NewStringParameterWithDefault("trigger_name", "", "Optional: A specific trigger name pattern to search for."),
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parameters.NewStringParameterWithDefault("schema_name", "", "Optional: A specific schema name pattern to search for."),
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parameters.NewStringParameterWithDefault("table_name", "", "Optional: A specific table name pattern to search for."),
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parameters.NewIntParameterWithDefault("limit", 50, "Optional: The maximum number of rows to return."),
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}
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if cfg.Description == "" {
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cfg.Description = "Lists all non-internal triggers in a database. Returns trigger name, schema name, table name, whether its enabled or disabled, timing (e.g BEFORE/AFTER of the event), the events that cause the trigger to fire such as INSERT, UPDATE, or DELETE, whether the trigger activates per ROW or per STATEMENT, the handler function executed by the trigger and full definition."
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}
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mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, allParameters, nil)
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// finish tool setup
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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{
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Description: cfg.Description,
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Parameters: allParameters.Manifest(),
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AuthRequired: cfg.AuthRequired,
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},
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mcpManifest: mcpManifest,
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}, nil
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}
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// validate interface
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var _ tools.Tool = 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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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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newParams, err := parameters.GetParams(t.allParams, paramsMap)
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if err != nil {
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return nil, fmt.Errorf("unable to extract standard params %w", err)
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}
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sliceParams := newParams.AsSlice()
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return source.RunSQL(ctx, listTriggersStatement, sliceParams)
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}
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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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func (t Tool) Manifest() tools.Manifest {
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return t.manifest
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}
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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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func (t Tool) Authorized(verifiedAuthServices []string) bool {
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return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
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}
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func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
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return false, 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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