mirror of
https://github.com/googleapis/genai-toolbox.git
synced 2026-01-08 15:14:00 -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
314 lines
9.5 KiB
Go
314 lines
9.5 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 http
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"net/url"
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"slices"
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"strings"
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"maps"
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"text/template"
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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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)
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const kind string = "http"
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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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HttpDefaultHeaders() map[string]string
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HttpBaseURL() string
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HttpQueryParams() map[string]string
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Client() *http.Client
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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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AuthRequired []string `yaml:"authRequired"`
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Path string `yaml:"path" validate:"required"`
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Method tools.HTTPMethod `yaml:"method" validate:"required"`
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Headers map[string]string `yaml:"headers"`
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RequestBody string `yaml:"requestBody"`
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PathParams parameters.Parameters `yaml:"pathParams"`
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QueryParams parameters.Parameters `yaml:"queryParams"`
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BodyParams parameters.Parameters `yaml:"bodyParams"`
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HeaderParams parameters.Parameters `yaml:"headerParams"`
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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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// verify source exists
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rawS, ok := srcs[cfg.Source]
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if !ok {
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return nil, fmt.Errorf("no source named %q configured", cfg.Source)
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}
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// verify the source is compatible
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s, ok := rawS.(compatibleSource)
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if !ok {
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return nil, fmt.Errorf("invalid source for %q tool: source kind must be `http`", kind)
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}
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// Combine Source and Tool headers.
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// In case of conflict, Tool header overrides Source header
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combinedHeaders := make(map[string]string)
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maps.Copy(combinedHeaders, s.HttpDefaultHeaders())
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maps.Copy(combinedHeaders, cfg.Headers)
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// Create a slice for all parameters
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allParameters := slices.Concat(cfg.PathParams, cfg.BodyParams, cfg.HeaderParams, cfg.QueryParams)
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// Verify no duplicate parameter names
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err := parameters.CheckDuplicateParameters(allParameters)
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if err != nil {
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return nil, err
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}
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// Create Toolbox manifest
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paramManifest := allParameters.Manifest()
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if paramManifest == nil {
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paramManifest = make([]parameters.ParameterManifest, 0)
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}
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// Create MCP manifest
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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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Headers: combinedHeaders,
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AllParams: allParameters,
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manifest: tools.Manifest{Description: cfg.Description, Parameters: paramManifest, 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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Headers map[string]string `yaml:"headers"`
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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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// Helper function to generate the HTTP request body upon Tool invocation.
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func getRequestBody(bodyParams parameters.Parameters, requestBodyPayload string, paramsMap map[string]any) (string, error) {
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bodyParamValues, err := parameters.GetParams(bodyParams, paramsMap)
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if err != nil {
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return "", err
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}
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bodyParamsMap := bodyParamValues.AsMap()
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requestBodyStr, err := parameters.PopulateTemplateWithJSON("HTTPToolRequestBody", requestBodyPayload, bodyParamsMap)
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if err != nil {
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return "", err
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}
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return requestBodyStr, nil
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}
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// Helper function to generate the HTTP request URL upon Tool invocation.
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func getURL(baseURL, path string, pathParams, queryParams parameters.Parameters, defaultQueryParams map[string]string, paramsMap map[string]any) (string, error) {
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// use Go template to replace path params
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pathParamValues, err := parameters.GetParams(pathParams, paramsMap)
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if err != nil {
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return "", err
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}
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pathParamsMap := pathParamValues.AsMap()
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templ, err := template.New("url").Parse(path)
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if err != nil {
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return "", fmt.Errorf("error parsing URL: %s", err)
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}
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var templatedPath bytes.Buffer
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err = templ.Execute(&templatedPath, pathParamsMap)
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if err != nil {
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return "", fmt.Errorf("error replacing pathParams: %s", err)
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}
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// Create URL based on BaseURL and Path
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// Attach query parameters
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parsedURL, err := url.Parse(baseURL + templatedPath.String())
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if err != nil {
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return "", fmt.Errorf("error parsing URL: %s", err)
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}
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// Get existing query parameters from the URL
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queryParameters := parsedURL.Query()
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for key, value := range defaultQueryParams {
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queryParameters.Add(key, value)
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}
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parsedURL.RawQuery = queryParameters.Encode()
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// Set dynamic query parameters
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query := parsedURL.Query()
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for _, p := range queryParams {
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v, ok := paramsMap[p.GetName()]
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if !ok || v == nil {
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if !p.GetRequired() {
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// If the param is not required AND
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// Not provodid OR provided with a nil value
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// Omitted from the URL
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continue
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}
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v = ""
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}
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query.Add(p.GetName(), fmt.Sprintf("%v", v))
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}
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parsedURL.RawQuery = query.Encode()
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return parsedURL.String(), nil
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}
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// Helper function to generate the HTTP headers upon Tool invocation.
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func getHeaders(headerParams parameters.Parameters, defaultHeaders map[string]string, paramsMap map[string]any) (map[string]string, error) {
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// Populate header params
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allHeaders := make(map[string]string)
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maps.Copy(allHeaders, defaultHeaders)
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for _, p := range headerParams {
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headerValue, ok := paramsMap[p.GetName()]
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if ok {
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if strValue, ok := headerValue.(string); ok {
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allHeaders[p.GetName()] = strValue
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} else {
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return nil, fmt.Errorf("header param %s got value of type %t, not string", p.GetName(), headerValue)
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}
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}
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}
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return allHeaders, nil
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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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// Calculate request body
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requestBody, err := getRequestBody(t.BodyParams, t.RequestBody, paramsMap)
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if err != nil {
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return nil, fmt.Errorf("error populating request body: %s", err)
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}
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// Calculate URL
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urlString, err := getURL(source.HttpBaseURL(), t.Path, t.PathParams, t.QueryParams, source.HttpQueryParams(), paramsMap)
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if err != nil {
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return nil, fmt.Errorf("error populating path parameters: %s", err)
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}
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req, _ := http.NewRequest(string(t.Method), urlString, strings.NewReader(requestBody))
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// Calculate request headers
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allHeaders, err := getHeaders(t.HeaderParams, t.Headers, paramsMap)
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if err != nil {
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return nil, fmt.Errorf("error populating request headers: %s", err)
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}
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// Set request headers
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for k, v := range allHeaders {
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req.Header.Set(k, v)
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}
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// Make request and fetch response
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resp, err := source.Client().Do(req)
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if err != nil {
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return nil, fmt.Errorf("error making HTTP request: %s", err)
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}
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defer resp.Body.Close()
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var body []byte
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body, err = io.ReadAll(resp.Body)
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if err != nil {
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return nil, err
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}
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if resp.StatusCode < 200 || resp.StatusCode > 299 {
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return nil, fmt.Errorf("unexpected status code: %d, response body: %s", resp.StatusCode, string(body))
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}
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var data any
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if err = json.Unmarshal(body, &data); err != nil {
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// if unable to unmarshal data, return result as string.
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return string(body), nil
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}
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return data, nil
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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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