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Search the data sources with the query the model writes
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using System.Text.Json;
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using AIStudio.Settings;
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using AIStudio.Settings.DataModel;
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using AIStudio.Tools.ToolCallingSystem.ToolCallingImplementations.SemanticSearch;
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namespace AIStudio.Tests.Tools.ToolCalling;
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/// <summary>
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/// Checks how Semantic Search reads the search a model asks for, and what it refuses.
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/// </summary>
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/// <remarks>
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/// The model may only search the data sources offered to it, and it may only turn pages where
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/// that means something: in one data source at a time, and not beyond the window the data sources
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/// fetch at most. Every refusal says what would have been right, so that the model can correct
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/// itself with its next call.
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/// </remarks>
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[TestFixture]
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public sealed class SemanticSearchToolRequestTests
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{
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private static readonly IDataSource HANDBOOK = new DataSourceLocalDirectory { Num = 1, Id = "11111111-1111-1111-1111-111111111111", Name = "Handbook", MaxMatches = 10 };
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private static readonly IDataSource INTRANET = new DataSourceERI_V1 { Num = 2, Id = "33333333-3333-3333-3333-333333333333", Name = "Intranet", MaxMatches = 10 };
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private static readonly IReadOnlyList<IDataSource> OFFERED = [HANDBOOK, INTRANET];
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[Test]
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public void ASearchWithoutDataSourcesSearchesAllOfferedOnTheFirstPage()
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{
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var request = SemanticSearchTool.ReadRequest(Arguments("""{"query":" travel expenses "}"""), OFFERED);
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Assert.Multiple(() =>
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{
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Assert.That(request.Query, Is.EqualTo("travel expenses"));
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Assert.That(request.DataSources, Is.EqualTo(OFFERED));
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Assert.That(request.Page, Is.EqualTo(1));
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});
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}
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[Test]
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public void NamedDataSourcesAreSearchedInTheOrderOffered()
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{
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var request = SemanticSearchTool.ReadRequest(Arguments($$"""{"query":"travel expenses","data_source_ids":["{{INTRANET.Id}}","{{HANDBOOK.Id}}"]}"""), OFFERED);
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Assert.That(request.DataSources, Is.EqualTo(OFFERED));
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}
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[Test]
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public void ADataSourceNotOfferedIsRefusedWithTheOnesThatAre()
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{
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var message = Refusal(() => SemanticSearchTool.ReadRequest(Arguments("""{"query":"travel expenses","data_source_ids":["44444444-4444-4444-4444-444444444444"]}"""), OFFERED));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain(HANDBOOK.Id).And.Contain(INTRANET.Id), "A data source which dropped out since the request was prepared is refused the same way, so the model learns which ones are left.");
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Assert.That(message, Does.Contain("Leave it out to search all listed data sources."));
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});
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}
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[Test]
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public void ATooLongQueryIsRefused()
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{
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var message = Refusal(() => SemanticSearchTool.ReadRequest(Query(new string('x', 501)), OFFERED));
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Assert.That(message, Does.Contain("'query'").And.Contain("at most 500 characters").And.Contain("but had 501"));
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}
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[Test]
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public void AQueryOfSeveralLinesIsRefused()
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{
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var message = Refusal(() => SemanticSearchTool.ReadRequest(Query($"travel expenses{Environment.NewLine}hotels"), OFFERED));
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Assert.That(message, Does.Contain("'query'").And.Contain("single line"));
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}
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[Test]
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public void APageAfterTheFirstNeedsExactlyOneDataSource()
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{
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var message = Refusal(() => SemanticSearchTool.ReadRequest(Arguments("""{"query":"travel expenses","page":2}"""), OFFERED));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'page'").And.Contain("exactly one data source").And.Contain("but was 2 for 2"));
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Assert.That(message, Does.Contain("leave 'page' out"), "The way out when the model wanted the first page of each.");
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});
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}
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[Test]
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public void APageAfterTheFirstComesThroughForOneDataSource()
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{
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var named = SemanticSearchTool.ReadRequest(Arguments($$"""{"query":"travel expenses","data_source_ids":["{{INTRANET.Id}}"],"page":2}"""), OFFERED);
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var onlyOneOffered = SemanticSearchTool.ReadRequest(Arguments("""{"query":"travel expenses","page":2}"""), [HANDBOOK]);
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Assert.Multiple(() =>
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{
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Assert.That(named.DataSources, Is.EqualTo(new[] { INTRANET }));
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Assert.That(named.Page, Is.EqualTo(2));
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Assert.That(onlyOneOffered.Page, Is.EqualTo(2), "With a single data source offered, leaving it unnamed still means that one.");
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});
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}
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[Test]
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public void APageBeyondTheWindowIsRefusedWithTheLastPage()
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{
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var message = Refusal(() => SemanticSearchTool.ReadRequest(Arguments($$"""{"query":"travel expenses","data_source_ids":["{{HANDBOOK.Id}}"],"page":10}"""), OFFERED));
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Assert.That(message, Does.Contain("at most 9").And.Contain("but was 10").And.Contain("Rephrase the query"));
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}
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private static JsonElement Arguments(string json) => JsonSerializer.Deserialize<JsonElement>(json);
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private static JsonElement Query(string query) => JsonSerializer.SerializeToElement(new Dictionary<string, string> { ["query"] = query });
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/// <summary>
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/// Reads a search which has to be refused and returns what the refusal said.
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/// </summary>
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private static string Refusal(TestDelegate read) => Assert.Throws<ArgumentException>(read)!.Message;
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}
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