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HeidiSteenHeidiSteen
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Merge pull request #72 from diberry/diberry/0623-vector-search-ts
Vector Search TS
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‎.devcontainer/devcontainer.json

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// For format details, see https://aka.ms/devcontainer.json. For config options, see the
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// README at: https://github.com/devcontainers/templates/tree/main/src/typescript-node
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{
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"name": "Node.js & TypeScript",
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// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
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"image": "mcr.microsoft.com/devcontainers/typescript-node:1-22-bookworm",
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"features": {
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"ghcr.io/devcontainers/features/azure-cli:1": {}
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},
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"customizations": {
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"vscode": {
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"extensions": [
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"humao.rest-client"
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]
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}
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}
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// Features to add to the dev container. More info: https://containers.dev/features.
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// "features": {},
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// Use 'forwardPorts' to make a list of ports inside the container available locally.
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// "forwardPorts": [],
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// Use 'postCreateCommand' to run commands after the container is created.
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// "postCreateCommand": "yarn install",
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// Configure tool-specific properties.
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// "customizations": {},
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// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
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// "remoteUser": "root"
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}

‎.gitignore

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# node-waf configuration
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.lock-wscript
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# Compiled binary addons (https://nodejs.org/api/addons.html)
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dist/
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build
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build/Release
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# Dependency directories

‎quickstart-vector-js/http/index-create.http

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@baseUrl = {{$dotenv AZURE_SEARCH_ENDPOINT}}
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@apiKey = {{$dotenv AZURE_SEARCH_KEY}}
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@indexName = {{$dotenv AZURE_SEARCH_INDEX_NAME}}
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### Create a new index
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POST {{baseUrl}}/indexes?api-version=2024-07-01 HTTP/1.1
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Content-Type: application/json
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api-key: {{apiKey}}
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{
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"name": {{indexName}},
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"fields": [
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{
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"name": "HotelId",
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"type": "Edm.String",
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"searchable": false,
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"filterable": true,
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"retrievable": true,
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"sortable": false,
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"facetable": false,
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"key": true
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},
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{
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"name": "HotelName",
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"type": "Edm.String",
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"searchable": true,
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"filterable": false,
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"retrievable": true,
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"sortable": true,
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"facetable": false
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},
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{
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"name": "Description",
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"type": "Edm.String",
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"searchable": true,
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"filterable": false,
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"retrievable": true,
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"sortable": false,
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"facetable": false
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},
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{
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"name": "DescriptionVector",
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"type": "Collection(Edm.Single)",
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"searchable": true,
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"retrievable": true,
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"dimensions": 1536,
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"vectorSearchProfile": "my-vector-profile"
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},
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{
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"name": "Category",
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"type": "Edm.String",
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"searchable": true,
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"filterable": true,
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"retrievable": true,
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"sortable": true,
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"facetable": true
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},
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{
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"name": "Tags",
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"type": "Collection(Edm.String)",
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"searchable": true,
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"filterable": true,
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"retrievable": true,
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"sortable": false,
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"facetable": true
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},
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{
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"name": "ParkingIncluded",
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"type": "Edm.Boolean",
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"searchable": false,
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"filterable": true,
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"retrievable": true,
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"sortable": true,
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"facetable": true
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},
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{
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"name": "LastRenovationDate",
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"type": "Edm.DateTimeOffset",
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"searchable": false,
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"filterable": true,
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"retrievable": true,
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"sortable": true,
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"facetable": true
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},
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{
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"name": "Rating",
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"type": "Edm.Double",
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"searchable": false,
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"filterable": true,
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"retrievable": true,
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"sortable": true,
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"facetable": true
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},
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{
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"name": "Address",
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"type": "Edm.ComplexType",
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"fields": [
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{
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"name": "StreetAddress", "type": "Edm.String",
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"searchable": true, "filterable": false, "retrievable": true, "sortable": false, "facetable": false
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},
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{
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"name": "City", "type": "Edm.String",
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"searchable": true, "filterable": true, "retrievable": true, "sortable": true, "facetable": true
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},
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{
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"name": "StateProvince", "type": "Edm.String",
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"searchable": true, "filterable": true, "retrievable": true, "sortable": true, "facetable": true
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},
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{
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"name": "PostalCode", "type": "Edm.String",
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"searchable": true, "filterable": true, "retrievable": true, "sortable": true, "facetable": true
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},
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{
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"name": "Country", "type": "Edm.String",
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"searchable": true, "filterable": true, "retrievable": true, "sortable": true, "facetable": true
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}
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]
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},
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{
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"name": "Location",
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"type": "Edm.GeographyPoint",
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"searchable": false,
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"filterable": true,
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"retrievable": true,
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"sortable": true,
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"facetable": false
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}
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],
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"vectorSearch": {
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"algorithms": [
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{
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"name": "hnsw-vector-config",
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"kind": "hnsw",
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"hnswParameters":
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{
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"m": 4,
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"efConstruction": 400,
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"efSearch": 500,
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"metric": "cosine"
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}
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},
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{
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"name": "eknn-vector-config",
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"kind": "exhaustiveKnn",
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"exhaustiveKnnParameters":
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{
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"metric": "cosine"
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}
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}
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],
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"profiles": [
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{
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"name": "my-vector-profile",
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"algorithm": "hnsw-vector-config"
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}
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]
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},
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"semantic": {
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"configurations": [
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{
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"name": "semantic-config",
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"prioritizedFields": {
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"titleField": {
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"fieldName": "HotelName"
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},
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"prioritizedContentFields": [
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{ "fieldName": "Description" }
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],
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"prioritizedKeywordsFields": [
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{ "fieldName": "Category" }
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]
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}
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}
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]
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}
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}

‎quickstart-vector-js/http/index-upload.http

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‎quickstart-vector-js/http/sample.env

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AZURE_SEARCH_ENDPOINT=https://your-search-service.search.windows.net
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AZURE_SEARCH_INDEX_NAME=hotels-vector-quickstart

‎quickstart-vector-js/http/search-geo-filter.http

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‎quickstart-vector-js/http/search-hybrid-search.http

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‎quickstart-vector-js/http/search-semantic-hybrid.http

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‎quickstart-vector-js/http/search-single-vector-search-filtered.http

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‎quickstart-vector-js/http/search-single-vector-search-sdk.http

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