Describe the data sources Semantic Search may search

This commit is contained in:
Thorsten Sommer committed 2026-09-24 16:53:35 +02:00
1 parent 6c4c054e67
commit 4b1ec5e310
3 files changed
+253 -8

No files matched your search

@@ -21,7 +21,7 @@ public sealed class SemanticSearchToolDefinitionTests : ToolRegistryTestBase
[Test]
public async Task AChatIsOfferedTheToolWithoutSelectingIt()
{
var registry = this.CreateRegistry(new TestTool(new SemanticSearchTool().GetDefinition()));
var registry = this.CreateRegistry(new TestTool(Tool().GetDefinition()));
var runnableTools = await registry.GetRunnableToolsAsync(this.ContextFor(ToolCapableProvider()), [], mayRunTools: true);
@@ -31,7 +31,7 @@ public sealed class SemanticSearchToolDefinitionTests : ToolRegistryTestBase
[Test]
public async Task AnAssistantIsNeverOfferedTheTool()
{
var registry = this.CreateRegistry(new TestTool(new SemanticSearchTool().GetDefinition()));
var registry = this.CreateRegistry(new TestTool(Tool().GetDefinition()));
var provider = ToolCapableProvider();
var context = new ToolResolutionContext
{
@@ -45,4 +45,8 @@ public sealed class SemanticSearchToolDefinitionTests : ToolRegistryTestBase
Assert.That(runnableTools, Is.Empty, "An assistant has no data sources to search, even when something names the tool.");
}
// Stating its definition needs none of the services the tool searches with. The test tool
// around it offers the function as registered, since resolving it asks those services:
private static SemanticSearchTool Tool() => new(null!, null!, null!);
}
@@ -0,0 +1,104 @@
using AIStudio.Settings;
using AIStudio.Settings.DataModel;
using AIStudio.Tools.ToolCallingSystem;
using AIStudio.Tools.ToolCallingSystem.ToolCallingImplementations.SemanticSearch;
namespace AIStudio.Tests.Tools.ToolCalling;
/// <summary>
/// Checks how Semantic Search describes the data sources it offers in a request.
/// </summary>
/// <remarks>
/// The model learns from the description which data sources there are, and the schema lets it
/// name exactly those. Both have to hold the same data sources, and nothing else: a data source
/// the provider may not search must not even be named. The function also has to come out the same
/// whenever the data sources are the same, because the providers cache a request from its
/// beginning, and the tools are part of that beginning.
/// </remarks>
[TestFixture]
public sealed class SemanticSearchToolDescriptionTests
{
private static readonly IDataSource HANDBOOK = new DataSourceLocalDirectory { Num = 1, Id = "11111111-1111-1111-1111-111111111111", Name = "Handbook", MaxMatches = 10 };
private static readonly IDataSource MINUTES = new DataSourceLocalFile { Num = 1, Id = "22222222-2222-2222-2222-222222222222", Name = "Minutes", MaxMatches = 20 };
private static readonly IDataSource INTRANET = new DataSourceERI_V1 { Num = 2, Id = "33333333-3333-3333-3333-333333333333", Name = "Intranet", MaxMatches = 10 };
[Test]
public void TheFunctionOffersExactlyTheDataSourcesGiven()
{
var function = Describe((HANDBOOK, "Our processes."), (INTRANET, string.Empty));
Assert.Multiple(() =>
{
Assert.That(function.DescriptionForLLM, Does.Contain($"id={HANDBOOK.Id}, name='Handbook', type=local folder, results per page=10, last page=9, description='Our processes.'"));
Assert.That(function.DescriptionForLLM, Does.Contain($"id={INTRANET.Id}, name='Intranet', type=external data source, results per page=10, last page=9"));
Assert.That(function.DescriptionForLLM, Does.Not.Contain(MINUTES.Id).And.Not.Contain("Minutes"), "A data source which is not offered must not even be named.");
Assert.That(OfferedIds(function), Is.EqualTo(new[] { HANDBOOK.Id, INTRANET.Id }), "The schema lets the model name exactly the data sources the description lists.");
});
}
[Test]
public void ADataSourceWithoutDescriptionGetsNoEmptyOne()
{
var function = Describe((INTRANET, " "));
Assert.That(function.DescriptionForLLM, Does.Not.Contain("description="));
}
[Test]
public void TheSameDataSourcesAlwaysComeOutTheSame()
{
var descriptions = new Dictionary<string, string> { [HANDBOOK.Id] = "Our processes.", [MINUTES.Id] = "Meetings.", [INTRANET.Id] = "Everything else." };
ToolFunctionDefinition DescribeInOfferOrder(params IDataSource[] dataSources) =>
Describe(SemanticSearchTool.InOfferOrder(dataSources).Select(dataSource => (dataSource, descriptions[dataSource.Id])).ToArray());
var first = DescribeInOfferOrder(INTRANET, MINUTES, HANDBOOK);
var second = DescribeInOfferOrder(MINUTES, HANDBOOK, INTRANET);
Assert.Multiple(() =>
{
Assert.That(OfferedIds(first), Is.EqualTo(new[] { HANDBOOK.Id, MINUTES.Id, INTRANET.Id }), "By number first, then by ID.");
Assert.That(second.DescriptionForLLM, Is.EqualTo(first.DescriptionForLLM));
Assert.That(second.Parameters.GetRawText(), Is.EqualTo(first.Parameters.GetRawText()));
});
}
[Test]
public void ALongDescriptionIsShortened()
{
var function = Describe((INTRANET, new string('x', 2000)));
Assert.Multiple(() =>
{
Assert.That(function.DescriptionForLLM, Does.Contain($"description='{new string('x', 500)}...'"));
Assert.That(function.DescriptionForLLM, Does.Not.Contain(new string('x', 501)), "The server of an ERI data source writes this, and the model reads it with every request.");
});
}
[Test]
public void AShortenedDescriptionKeepsItsCharactersWhole()
{
//
// An emoji takes two chars. Cut between them, what is left is no valid text anymore, and a
// JSON writer refuses it -- the whole request would fail:
//
var emoji = char.ConvertFromUtf32(0x1F600);
var function = Describe((INTRANET, $"{new string('x', 499)}{emoji}{new string('x', 100)}"));
Assert.That(function.DescriptionForLLM, Does.Contain($"description='{new string('x', 499)}...'"));
}
private static ToolFunctionDefinition Describe(params (IDataSource DataSource, string Description)[] dataSources)
{
// Stating its definition needs none of the services the tool searches with:
var registered = new SemanticSearchTool(null!, null!, null!).GetDefinition().Function;
return SemanticSearchTool.DescribeDataSources(registered, dataSources);
}
private static IReadOnlyList<string?> OfferedIds(ToolFunctionDefinition function) => function.Parameters
.GetProperty("properties")
.GetProperty("data_source_ids")
.GetProperty("items")
.GetProperty("enum")
.EnumerateArray()
.Select(id => id.GetString())
.ToList();
}