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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
156 lines
5.0 KiB
Go
156 lines
5.0 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 postgresdatabaseoverview
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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-database-overview"
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const databaseOverviewStatement = `
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SELECT
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current_setting('server_version') AS pg_version,
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pg_is_in_recovery() AS is_replica,
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(now() - pg_postmaster_start_time())::TEXT AS uptime,
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current_setting('max_connections')::int AS max_connections,
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(SELECT count(*) FROM pg_stat_activity) AS current_connections,
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(SELECT count(*) FROM pg_stat_activity WHERE state = 'active') AS active_connections,
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round(
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(100.0 * (SELECT count(*) FROM pg_stat_activity) / current_setting('max_connections')::int),
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2
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) AS pct_connections_used;
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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 // keep this so that sources are postgres compatible
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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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if cfg.Description == "" {
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cfg.Description = "Fetches the current state of the PostgreSQL server, returning the version, whether it's a replica, uptime duration, maximum connection limit, number of current connections, number of active connections, and the percentage of connections in use."
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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, databaseOverviewStatement, 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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