mirror of
https://github.com/googleapis/genai-toolbox.git
synced 2026-01-09 15:38:08 -05:00
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
178 lines
5.6 KiB
Go
178 lines
5.6 KiB
Go
// Copyright 2025 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 getfhirstoremetrics
|
|
|
|
import (
|
|
"context"
|
|
"fmt"
|
|
|
|
"github.com/goccy/go-yaml"
|
|
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
|
|
"github.com/googleapis/genai-toolbox/internal/sources"
|
|
healthcareds "github.com/googleapis/genai-toolbox/internal/sources/cloudhealthcare"
|
|
"github.com/googleapis/genai-toolbox/internal/tools"
|
|
"github.com/googleapis/genai-toolbox/internal/tools/cloudhealthcare/common"
|
|
"github.com/googleapis/genai-toolbox/internal/util/parameters"
|
|
"google.golang.org/api/healthcare/v1"
|
|
)
|
|
|
|
const kind string = "cloud-healthcare-get-fhir-store-metrics"
|
|
|
|
func init() {
|
|
if !tools.Register(kind, newConfig) {
|
|
panic(fmt.Sprintf("tool kind %q already registered", kind))
|
|
}
|
|
}
|
|
|
|
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
|
|
actual := Config{Name: name}
|
|
if err := decoder.DecodeContext(ctx, &actual); err != nil {
|
|
return nil, err
|
|
}
|
|
return actual, nil
|
|
}
|
|
|
|
type compatibleSource interface {
|
|
Project() string
|
|
Region() string
|
|
DatasetID() string
|
|
AllowedFHIRStores() map[string]struct{}
|
|
Service() *healthcare.Service
|
|
ServiceCreator() healthcareds.HealthcareServiceCreator
|
|
UseClientAuthorization() bool
|
|
}
|
|
|
|
type Config struct {
|
|
Name string `yaml:"name" validate:"required"`
|
|
Kind string `yaml:"kind" validate:"required"`
|
|
Source string `yaml:"source" validate:"required"`
|
|
Description string `yaml:"description" validate:"required"`
|
|
AuthRequired []string `yaml:"authRequired"`
|
|
}
|
|
|
|
// validate interface
|
|
var _ tools.ToolConfig = Config{}
|
|
|
|
func (cfg Config) ToolConfigKind() string {
|
|
return kind
|
|
}
|
|
|
|
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
|
|
// verify source exists
|
|
rawS, ok := srcs[cfg.Source]
|
|
if !ok {
|
|
return nil, fmt.Errorf("no source named %q configured", cfg.Source)
|
|
}
|
|
|
|
// verify the source is compatible
|
|
s, ok := rawS.(compatibleSource)
|
|
if !ok {
|
|
return nil, fmt.Errorf("invalid source for %q tool: source %q not compatible", kind, cfg.Source)
|
|
}
|
|
|
|
params := parameters.Parameters{}
|
|
if len(s.AllowedFHIRStores()) != 1 {
|
|
params = append(params, parameters.NewStringParameter(common.StoreKey, "The FHIR store ID to get metrics for."))
|
|
}
|
|
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, params, nil)
|
|
|
|
// finish tool setup
|
|
t := Tool{
|
|
Config: cfg,
|
|
Parameters: params,
|
|
manifest: tools.Manifest{Description: cfg.Description, Parameters: params.Manifest(), AuthRequired: cfg.AuthRequired},
|
|
mcpManifest: mcpManifest,
|
|
}
|
|
return t, nil
|
|
}
|
|
|
|
// validate interface
|
|
var _ tools.Tool = Tool{}
|
|
|
|
type Tool struct {
|
|
Config
|
|
Parameters parameters.Parameters `yaml:"parameters"`
|
|
manifest tools.Manifest
|
|
mcpManifest tools.McpManifest
|
|
}
|
|
|
|
func (t Tool) ToConfig() tools.ToolConfig {
|
|
return t.Config
|
|
}
|
|
|
|
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
|
|
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
storeID, err := common.ValidateAndFetchStoreID(params, source.AllowedFHIRStores())
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
svc := source.Service()
|
|
// Initialize new service if using user OAuth token
|
|
if source.UseClientAuthorization() {
|
|
tokenStr, err := accessToken.ParseBearerToken()
|
|
if err != nil {
|
|
return nil, fmt.Errorf("error parsing access token: %w", err)
|
|
}
|
|
svc, err = source.ServiceCreator()(tokenStr)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("error creating service from OAuth access token: %w", err)
|
|
}
|
|
}
|
|
|
|
storeName := fmt.Sprintf("projects/%s/locations/%s/datasets/%s/fhirStores/%s", source.Project(), source.Region(), source.DatasetID(), storeID)
|
|
store, err := svc.Projects.Locations.Datasets.FhirStores.GetFHIRStoreMetrics(storeName).Do()
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to get metrics for FHIR store %q: %w", storeName, err)
|
|
}
|
|
return store, nil
|
|
}
|
|
|
|
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
|
|
return parameters.ParseParams(t.Parameters, data, claims)
|
|
}
|
|
|
|
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
|
|
return parameters.EmbedParams(ctx, t.Parameters, paramValues, embeddingModelsMap, nil)
|
|
}
|
|
|
|
func (t Tool) Manifest() tools.Manifest {
|
|
return t.manifest
|
|
}
|
|
|
|
func (t Tool) McpManifest() tools.McpManifest {
|
|
return t.mcpManifest
|
|
}
|
|
|
|
func (t Tool) Authorized(verifiedAuthServices []string) bool {
|
|
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
|
|
}
|
|
|
|
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
|
|
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
|
|
if err != nil {
|
|
return false, err
|
|
}
|
|
return source.UseClientAuthorization(), nil
|
|
}
|
|
|
|
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
|
|
return "Authorization", nil
|
|
}
|