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Improved the errors models get from web search for invalid arguments
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using System.Text.Json;
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using AIStudio.Tools.ToolCallingSystem.ToolCallingImplementations.WebSearch;
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namespace AIStudio.Tests.Tools.ToolCalling;
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/// <summary>
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/// Checks how the web search reads the arguments a model passes, and what it says about wrong ones.
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/// </summary>
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/// <remarks>
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/// A wrong argument is refused rather than guessed at: a placeholder such as 0 is not a page, and
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/// quietly reading it as "no page" would do something the model did not ask for. What makes the
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/// refusal work is its message. The model reads it and tries again, so it has to say what arrived,
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/// what would have been right, and that an optional argument may simply be left out. A model
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/// which believes it has to pass one otherwise keeps trying placeholders, and every attempt costs
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/// one of the tool calls an answer may make.
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/// </remarks>
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[TestFixture]
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public sealed class WebSearchToolArgumentTests
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{
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[Test]
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public void AnArgumentLeftOutIsNotSet()
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{
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var arguments = Arguments("""{"query":"weather"}""");
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Assert.Multiple(() =>
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{
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Assert.That(WebSearchTool.ReadLanguage(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadTimeRange(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadPage(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadLimit(arguments), Is.Null);
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});
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}
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[Test]
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public void ANullArgumentIsTheSameAsOneLeftOut()
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{
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var arguments = Arguments("""{"query":"weather","language":null,"time_range":null,"page":null,"limit":null}""");
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Assert.Multiple(() =>
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{
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Assert.That(WebSearchTool.ReadLanguage(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadTimeRange(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadPage(arguments), Is.Null);
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Assert.That(WebSearchTool.ReadLimit(arguments), Is.Null);
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});
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}
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[Test]
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public void ValidArgumentsComeThrough()
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{
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var arguments = Arguments("""{"query":" weather ","language":"de-DE","time_range":"day","page":2,"limit":7}""");
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Assert.Multiple(() =>
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{
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Assert.That(WebSearchTool.ReadQuery(arguments), Is.EqualTo("weather"));
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Assert.That(WebSearchTool.ReadLanguage(arguments), Is.EqualTo("de-DE"));
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Assert.That(WebSearchTool.ReadTimeRange(arguments), Is.EqualTo("day"));
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Assert.That(WebSearchTool.ReadPage(arguments), Is.EqualTo(2));
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Assert.That(WebSearchTool.ReadLimit(arguments), Is.EqualTo(7));
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});
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}
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[TestCase("0")]
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[TestCase("-1")]
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[TestCase("2.5")]
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[TestCase("\"5\"")]
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[TestCase("true")]
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public void AWrongPageIsRefusedWithWhatArrived(string value)
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{
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var message = Refusal(() => WebSearchTool.ReadPage(Arguments($$"""{"query":"weather","page":{{value}}}""")));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'page'").And.Contain("a positive integer"));
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Assert.That(message, Does.Contain($"but was {value}."), "Without the value, the model cannot tell which of its arguments the tool means.");
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Assert.That(message, Does.Contain("Leave it out"), "The way out a model needs when it believes the argument is required.");
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});
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}
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[TestCase("0")]
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[TestCase("-1")]
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[TestCase("\"5\"")]
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public void AWrongLimitIsRefusedWithWhatArrived(string value)
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{
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var message = Refusal(() => WebSearchTool.ReadLimit(Arguments($$"""{"query":"weather","limit":{{value}}}""")));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'limit'").And.Contain("a positive integer"));
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Assert.That(message, Does.Contain($"but was {value}."));
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Assert.That(message, Does.Contain("Leave it out"));
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});
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}
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[TestCase("\"\"")]
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[TestCase("\"Day\"")]
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[TestCase("\"week\"")]
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[TestCase("5")]
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public void AWrongTimeRangeIsRefusedWithTheValuesThatWouldDo(string value)
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{
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var message = Refusal(() => WebSearchTool.ReadTimeRange(Arguments($$"""{"query":"weather","time_range":{{value}}}""")));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'time_range'").And.Contain("one of day, month, year"));
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Assert.That(message, Does.Contain($"but was {value}."));
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Assert.That(message, Does.Contain("Leave it out"));
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});
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}
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[Test]
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public void ALanguageWhichIsNoStringIsRefused()
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{
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var message = Refusal(() => WebSearchTool.ReadLanguage(Arguments("""{"query":"weather","language":5}""")));
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Assert.That(message, Does.Contain("'language'").And.Contain("but was 5.").And.Contain("Leave it out"));
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}
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[Test]
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public void AMissingQueryIsRefused()
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{
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var message = Refusal(() => WebSearchTool.ReadQuery(Arguments("""{"page":1}""")));
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Assert.That(message, Does.Contain("Missing required argument 'query'"));
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}
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[Test]
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public void AQueryWhichIsNoStringIsRefusedWithoutOfferingToLeaveItOut()
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{
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var message = Refusal(() => WebSearchTool.ReadQuery(Arguments("""{"query":42}""")));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'query'").And.Contain("but was 42."));
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Assert.That(message, Does.Not.Contain("Leave it out"), "The query is required, so leaving it out is no way out.");
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});
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}
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[Test]
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public void ALongValueIsShortenedInTheMessage()
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{
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var longValue = new string('x', 500);
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var message = Refusal(() => WebSearchTool.ReadTimeRange(Arguments($$"""{"query":"weather","time_range":"{{longValue}}"}""")));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Not.Contain(longValue), "The model sent the value itself; repeating all of it back only costs tokens.");
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Assert.That(message, Does.Contain("..."));
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});
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}
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private static JsonElement Arguments(string json) => JsonSerializer.Deserialize<JsonElement>(json);
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/// <summary>
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/// Runs a reader which has to refuse its argument and returns what it 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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