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Added the Model Comparison assistant for blind comparisons of two models (#1009)
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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using AIStudio.Assistants.ModelComparison;
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namespace AIStudio.Tests.Assistants.ModelComparison;
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/// <summary>
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/// Checks the text both models receive.
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/// </summary>
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/// <remarks>
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/// A difference in this text would be measured as a difference between the models, so what matters
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/// is that the shape stays the same, and that a request without a context is not dressed up.
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/// </remarks>
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[TestFixture]
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public sealed class ModelComparisonRequestTests
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{
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[Test]
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public void AQuestionAloneIsSentAsItIs()
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{
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var request = new ModelComparisonRequest(string.Empty, "What is the capital of France?");
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Assert.That(request.ToPrompt(), Is.EqualTo("What is the capital of France?"));
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}
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[Test]
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public void TheMaterialAndAQuestionAreSeparatedByHeadings()
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{
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var request = new ModelComparisonRequest("The document.", "Summarize it.");
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Assert.That(request.ToPrompt(), Is.EqualTo("# Material\nThe document.\n\n# Question or task\nSummarize it."));
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}
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/// <summary>
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/// Checks that the request can stand below a heading of another prompt as one part of it.
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/// </summary>
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[Test]
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public void TheHeadingsCanStandOneLevelDeeper()
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{
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var request = new ModelComparisonRequest("The document.", "Summarize it.");
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Assert.That(request.ToPrompt(headingLevel: 2), Is.EqualTo("## Material\nThe document.\n\n## Question or task\nSummarize it."));
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}
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[Test]
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public void AHeadingLevelBelowOneIsRefused()
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{
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var request = new ModelComparisonRequest("The document.", "Summarize it.");
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Assert.Throws<ArgumentOutOfRangeException>(() => request.ToPrompt(headingLevel: 0));
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}
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[TestCase("")]
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[TestCase(" ")]
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[TestCase("\r\n\t\n")]
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public void AContextOfWhiteSpaceCountsAsNone(string context)
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{
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var request = new ModelComparisonRequest(context, "Summarize it.");
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using (Assert.EnterMultipleScope())
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{
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Assert.That(request.Context, Is.Empty);
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Assert.That(request.ToPrompt(), Is.EqualTo("Summarize it."));
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}
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}
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[Test]
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public void WhiteSpaceAroundTheTextsIsDropped()
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{
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var request = new ModelComparisonRequest("\n\nThe document.\n", " Summarize it. ");
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using (Assert.EnterMultipleScope())
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{
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Assert.That(request.Context, Is.EqualTo("The document."));
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Assert.That(request.Question, Is.EqualTo("Summarize it."));
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}
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}
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[Test]
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public void AShortQuestionIsItsOwnPreview()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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Assert.That(request.GetQuestionPreview(), Is.EqualTo("Summarize it."));
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}
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[Test]
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public void ALongQuestionIsCutAndMarked()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize this document in a few short sentences.");
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Assert.That(request.GetQuestionPreview(18), Is.EqualTo("Summarize this doc…"));
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}
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[Test]
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public void ACutDoesNotLeaveHalfOfACharacter()
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{
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// The emoji is two chars long. A cut after the first of them would leave a lone surrogate:
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var request = new ModelComparisonRequest(string.Empty, "aaaa😀bbb");
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Assert.That(request.GetQuestionPreview(5), Is.EqualTo("aaaa…"));
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}
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[Test]
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public void ThePreviewOfAnEmptyLengthIsRefused()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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Assert.Throws<ArgumentOutOfRangeException>(() => request.GetQuestionPreview(0));
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}
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[Test]
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public void TheSameInputAlwaysBuildsTheSamePrompt()
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{
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var first = new ModelComparisonRequest("The document.", "Summarize it.");
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var second = new ModelComparisonRequest("The document.", "Summarize it.");
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Assert.That(first.ToPrompt(), Is.EqualTo(second.ToPrompt()));
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}
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[Test]
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public void WithoutALanguageNameThePromptNamesNone()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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Assert.That(request.ToPrompt(), Does.Not.Contain("Answer in"));
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}
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[Test]
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public void ALanguageNameIsAppendedAsAnInstruction()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.", "German");
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Assert.That(request.ToPrompt(), Is.EqualTo("Summarize it.\n\nAnswer in German."));
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}
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[Test]
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public void WithoutACacheBusterThePromptIsUnchanged()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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Assert.That(request.ToPrompt(), Is.EqualTo(request.ToPrompt(string.Empty)));
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}
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[Test]
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public void ACacheBusterIsAppendedAsAPlainlyLabeledLine()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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var prompt = request.ToPrompt("a1b2c3");
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using (Assert.EnterMultipleScope())
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{
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Assert.That(prompt, Does.StartWith("Summarize it."));
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Assert.That(prompt, Does.Contain("a1b2c3"));
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}
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}
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[Test]
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public void TwoDifferentCacheBustersBuildDifferentPrompts()
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{
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var request = new ModelComparisonRequest(string.Empty, "Summarize it.");
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Assert.That(request.ToPrompt("one"), Is.Not.EqualTo(request.ToPrompt("two")));
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}
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}
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