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
171 lines
5.4 KiB
Go
171 lines
5.4 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 cloudgda
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import (
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"context"
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"encoding/json"
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"fmt"
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"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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)
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const kind string = "cloud-gemini-data-analytics-query"
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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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GetProjectID() string
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UseClientAuthorization() bool
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RunQuery(context.Context, string, []byte) (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" validate:"required"`
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Location string `yaml:"location" validate:"required"`
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Context *QueryDataContext `yaml:"context" validate:"required"`
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GenerationOptions *GenerationOptions `yaml:"generationOptions,omitempty"`
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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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// Define the parameters for the Gemini Data Analytics Query API
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// The prompt is the only input parameter.
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allParameters := parameters.Parameters{
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parameters.NewStringParameterWithRequired("prompt", "The natural language question to ask.", true),
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}
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mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.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: cfg.Description, Parameters: allParameters.Manifest(), AuthRequired: cfg.AuthRequired},
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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
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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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// Invoke executes the tool 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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prompt, ok := paramsMap["prompt"].(string)
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if !ok {
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return nil, fmt.Errorf("prompt parameter not found or not a string")
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}
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// Parse the access token if provided
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var tokenStr string
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if source.UseClientAuthorization() {
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var err error
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tokenStr, err = accessToken.ParseBearerToken()
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if err != nil {
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return nil, fmt.Errorf("error parsing access token: %w", err)
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}
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}
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// The parent in the request payload uses the tool's configured location.
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payloadParent := fmt.Sprintf("projects/%s/locations/%s", source.GetProjectID(), t.Location)
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payload := &QueryDataRequest{
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Parent: payloadParent,
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Prompt: prompt,
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Context: t.Context,
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GenerationOptions: t.GenerationOptions,
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}
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bodyBytes, err := json.Marshal(payload)
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if err != nil {
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return nil, fmt.Errorf("failed to marshal request payload: %w", err)
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}
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return source.RunQuery(ctx, tokenStr, bodyBytes)
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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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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(_ tools.SourceProvider) (string, error) {
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return "Authorization", nil
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}
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