204 lines
8.6 KiB
C#
204 lines
8.6 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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#pragma warning disable CS0618 // ITextSearch is obsolete - Sample demonstrates legacy interface usage
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using Microsoft.SemanticKernel.Data;
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using Microsoft.SemanticKernel.Plugins.Web.Bing;
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using Microsoft.SemanticKernel.Plugins.Web.Google;
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namespace GettingStartedWithTextSearch;
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/// <summary>
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/// This example shows how to create and use a <see cref="ITextSearch"/>.
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/// </summary>
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public class Step1_Web_Search(ITestOutputHelper output) : BaseTest(output)
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{
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/// <summary>
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/// Show how to create a <see cref="BingTextSearch"/> and use it to perform a search.
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/// </summary>
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[Fact]
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public async Task BingSearchAsync()
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{
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// Create an ITextSearch instance using Bing search
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var textSearch = new BingTextSearch(apiKey: TestConfiguration.Bing.ApiKey);
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var query = "What is the Semantic Kernel?";
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// Search and return results
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KernelSearchResults<string> searchResults = await textSearch.SearchAsync(query, new TextSearchOptions { Top = 4 });
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await foreach (string result in searchResults.Results)
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{
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Console.WriteLine(result);
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}
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}
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/// <summary>
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/// Show how to create a <see cref="GoogleTextSearch"/> and use it to perform a search.
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/// </summary>
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[Fact]
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public async Task GoogleSearchAsync()
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{
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// Create an ITextSearch instance using Google search
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var textSearch = new GoogleTextSearch(
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searchEngineId: TestConfiguration.Google.SearchEngineId,
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apiKey: TestConfiguration.Google.ApiKey);
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var query = "What is the Semantic Kernel?";
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// Search and return results
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KernelSearchResults<string> searchResults = await textSearch.SearchAsync(query, new TextSearchOptions { Top = 4 });
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await foreach (string result in searchResults.Results)
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{
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Console.WriteLine(result);
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}
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}
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/// <summary>
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/// Show how to use <see cref="BingTextSearch"/> with the new generic <see cref="ITextSearch{TRecord}"/>
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/// interface and LINQ filtering for type-safe searches.
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/// </summary>
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[Fact]
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public async Task BingSearchWithLinqFilteringAsync()
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{
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#pragma warning disable CA1859 // Use concrete types when possible for improved performance - Sample intentionally demonstrates interface usage
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// Create an ITextSearch<BingWebPage> instance for type-safe LINQ filtering
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ITextSearch<BingWebPage> textSearch = new BingTextSearch(apiKey: TestConfiguration.Bing.ApiKey);
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#pragma warning restore CA1859
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var query = "What is the Semantic Kernel?";
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// Use LINQ filtering for type-safe search with compile-time validation
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var options = new TextSearchOptions<BingWebPage>
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{
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Top = 4,
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Filter = page => page.Language == "en" && page.IsFamilyFriendly == true
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};
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// Search and return strongly-typed results
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Console.WriteLine("\n--- Bing Search with LINQ Filtering ---\n");
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KernelSearchResults<BingWebPage> searchResults = await textSearch.GetSearchResultsAsync(query, options);
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await foreach (BingWebPage page in searchResults.Results)
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{
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Console.WriteLine($"Name: {page.Name}");
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Console.WriteLine($"Snippet: {page.Snippet}");
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Console.WriteLine($"Url: {page.Url}");
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Console.WriteLine($"Language: {page.Language}");
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Console.WriteLine($"Family Friendly: {page.IsFamilyFriendly}");
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Console.WriteLine("---");
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}
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}
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/// <summary>
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/// Show how to use <see cref="GoogleTextSearch"/> with the new generic <see cref="ITextSearch{TRecord}"/>
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/// interface and LINQ filtering for type-safe searches.
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/// </summary>
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[Fact]
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public async Task GoogleSearchWithLinqFilteringAsync()
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{
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#pragma warning disable CA1859 // Use concrete types when possible for improved performance - Sample intentionally demonstrates interface usage
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// Create an ITextSearch<GoogleWebPage> instance for type-safe LINQ filtering
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ITextSearch<GoogleWebPage> textSearch = new GoogleTextSearch(
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searchEngineId: TestConfiguration.Google.SearchEngineId,
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apiKey: TestConfiguration.Google.ApiKey);
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#pragma warning restore CA1859
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var query = "What is the Semantic Kernel?";
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// Use LINQ filtering for type-safe search with compile-time validation
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var options = new TextSearchOptions<GoogleWebPage>
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{
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Top = 4,
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Filter = page => page.Title != null && page.Title.Contains("Semantic") && page.DisplayLink != null && page.DisplayLink.EndsWith(".com")
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};
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// Search and return strongly-typed results
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Console.WriteLine("\n--- Google Search with LINQ Filtering ---\n");
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KernelSearchResults<GoogleWebPage> searchResults = await textSearch.GetSearchResultsAsync(query, options);
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await foreach (GoogleWebPage page in searchResults.Results)
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{
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Console.WriteLine($"Title: {page.Title}");
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Console.WriteLine($"Snippet: {page.Snippet}");
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Console.WriteLine($"Link: {page.Link}");
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Console.WriteLine($"Display Link: {page.DisplayLink}");
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Console.WriteLine("---");
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}
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}
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/// <summary>
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/// Show how to create a <see cref="BingTextSearch"/> and use it to perform a search
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/// and return results as a collection of <see cref="BingWebPage"/> instances.
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/// </summary>
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[Fact]
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public async Task SearchForWebPagesAsync()
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{
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// Create an ITextSearch instance
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ITextSearch textSearch = this.UseBingSearch ?
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new BingTextSearch(
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apiKey: TestConfiguration.Bing.ApiKey) :
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new GoogleTextSearch(
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searchEngineId: TestConfiguration.Google.SearchEngineId,
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apiKey: TestConfiguration.Google.ApiKey);
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var query = "What is the Semantic Kernel?";
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// Search and return results using the implementation specific data model
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KernelSearchResults<object> objectResults = await textSearch.GetSearchResultsAsync(query, new() { Top = 4 });
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if (this.UseBingSearch)
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{
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Console.WriteLine("\n--- Bing Web Page Results ---\n");
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await foreach (BingWebPage webPage in objectResults.Results)
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{
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Console.WriteLine($"Name: {webPage.Name}");
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Console.WriteLine($"Snippet: {webPage.Snippet}");
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Console.WriteLine($"Url: {webPage.Url}");
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Console.WriteLine($"DisplayUrl: {webPage.DisplayUrl}");
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Console.WriteLine($"DateLastCrawled: {webPage.DateLastCrawled}");
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}
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}
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else
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{
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Console.WriteLine("\n--- Google Web Page Results ---\n");
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await foreach (Google.Apis.CustomSearchAPI.v1.Data.Result result in objectResults.Results)
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{
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Console.WriteLine($"Title: {result.Title}");
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Console.WriteLine($"Snippet: {result.Snippet}");
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Console.WriteLine($"Link: {result.Link}");
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Console.WriteLine($"DisplayLink: {result.DisplayLink}");
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Console.WriteLine($"Kind: {result.Kind}");
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}
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}
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}
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/// <summary>
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/// Show how to create a <see cref="BingTextSearch"/> and use it to perform a search
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/// and return results as a collection of <see cref="TextSearchResult"/> instances.
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/// </summary>
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/// <remarks>
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/// Having a normalized format for search results is useful when you want to process the results
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/// for different search services in a consistent way.
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/// </remarks>
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[Fact]
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public async Task SearchForTextSearchResultsAsync()
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{
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// Create an ITextSearch instance
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ITextSearch textSearch = this.UseBingSearch ?
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new BingTextSearch(
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apiKey: TestConfiguration.Bing.ApiKey) :
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new GoogleTextSearch(
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searchEngineId: TestConfiguration.Google.SearchEngineId,
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apiKey: TestConfiguration.Google.ApiKey);
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var query = "What is the Semantic Kernel?";
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// Search and return results as TextSearchResult items
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KernelSearchResults<TextSearchResult> textResults = await textSearch.GetTextSearchResultsAsync(query, new() { Top = 4 });
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Console.WriteLine("\n--- Text Search Results ---\n");
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await foreach (TextSearchResult result in textResults.Results)
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{
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Console.WriteLine($"Name: {result.Name}");
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Console.WriteLine($"Value: {result.Value}");
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Console.WriteLine($"Link: {result.Link}");
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}
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}
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}
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