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.Net: Support for primitives and complex types by Kernel prompt template #4013

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Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ public static KernelFunction GetFunction(this IReadOnlyKernelPluginCollection pl

if (!TryGetFunction(plugins, pluginName, functionName, out KernelFunction? function))
{
throw new KeyNotFoundException("The plugin collection does not contain a plugin and/or function with the specified names.");
throw new KeyNotFoundException($"The plugin collection does not contain a plugin and/or function with the specified names. Plugin name - '{pluginName}', function name - '{functionName}'.");
}

return function;
Expand Down
Original file line number Diff line number Diff line change
@@ -1,8 +1,10 @@
// Copyright (c) Microsoft. All rights reserved.

using System;
using System.Collections.Concurrent;
using System.Collections.Generic;
using System.Linq;
using System.ComponentModel;
using System.Globalization;
using System.Text;
using System.Threading;
using System.Threading.Tasks;
Expand Down Expand Up @@ -45,9 +47,6 @@ public KernelPromptTemplate(PromptTemplateConfig promptConfig, ILoggerFactory? l
/// <inheritdoc/>
public Task<string> RenderAsync(Kernel kernel, KernelArguments? arguments = null, CancellationToken cancellationToken = default)
{
// Make sure all arguments are of string type. This is temporary check until non-string arguments are supported.
AssertArgumentOfStringType(arguments);

return this.RenderAsync(this._blocks.Value, kernel, arguments, cancellationToken);
}

Expand All @@ -64,7 +63,7 @@ public Task<string> RenderAsync(Kernel kernel, KernelArguments? arguments = null
/// <param name="templateText">Prompt template (see skprompt.txt files)</param>
/// <param name="validate">Whether to validate the blocks syntax, or just return the blocks found, which could contain invalid code</param>
/// <returns>A list of all the blocks, ie the template tokenized in text, variables and function calls</returns>
internal List<Block> ExtractBlocks(string? templateText, bool validate = true)
private List<Block> ExtractBlocks(string? templateText, bool validate = true)
{
this._logger.LogTrace("Extracting blocks from template: {0}", templateText);
var blocks = this._tokenizer.Tokenize(templateText);
Expand All @@ -91,7 +90,7 @@ internal List<Block> ExtractBlocks(string? templateText, bool validate = true)
/// <param name="arguments">The arguments.</param>
/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
/// <returns>The prompt template ready to be used for an AI request.</returns>
internal async Task<string> RenderAsync(List<Block> blocks, Kernel kernel, KernelArguments? arguments, CancellationToken cancellationToken = default)
private async Task<string> RenderAsync(List<Block> blocks, Kernel kernel, KernelArguments? arguments, CancellationToken cancellationToken = default)
{
this._logger.LogTrace("Rendering list of {0} blocks", blocks.Count);

Expand All @@ -101,11 +100,11 @@ internal async Task<string> RenderAsync(List<Block> blocks, Kernel kernel, Kerne
switch (block)
{
case ITextRendering staticBlock:
result.Append(staticBlock.Render(arguments));
result.Append(ConvertToString(staticBlock.Render(arguments), kernel.Culture));
break;

case ICodeRendering dynamicBlock:
result.Append(await dynamicBlock.RenderCodeAsync(kernel, arguments, cancellationToken).ConfigureAwait(false));
result.Append(ConvertToString(await dynamicBlock.RenderCodeAsync(kernel, arguments, cancellationToken).ConfigureAwait(false), kernel.Culture));
break;

default:
Expand All @@ -123,42 +122,42 @@ internal async Task<string> RenderAsync(List<Block> blocks, Kernel kernel, Kerne
return resultString;
}

/// <summary>
/// Given a list of blocks, render the Variable Blocks, replacing placeholders with the actual value in memory.
/// </summary>
/// <param name="blocks">List of blocks, typically all the blocks found in a template.</param>
/// <param name="arguments">Arguments to use for rendering.</param>
/// <returns>An updated list of blocks where Variable Blocks have rendered to Text Blocks.</returns>
internal IList<Block> RenderVariables(IList<Block> blocks, KernelArguments? arguments)
private static string? ConvertToString(object? value, CultureInfo culture)
{
this._logger.LogTrace("Rendering variables");
return blocks.Select(block => block.Type != BlockTypes.Variable
? block
: new TextBlock(((ITextRendering)block).Render(arguments), this._loggerFactory)).ToList();
if (value == null) { return null; }

var sourceType = value.GetType();

var converterFunction = GetTypeConverterDelegate(sourceType);

return converterFunction == null
? value.ToString()
: converterFunction(value, culture);
}

/// <summary>
/// Validates that all the KernelArguments are of string type.
/// </summary>
/// <param name="arguments">The collection of KernelArguments to validate.</param>
/// <exception cref="KernelException">Thrown when an argument is not of type string.</exception>
private static void AssertArgumentOfStringType(KernelArguments? arguments)
{
if (arguments == null)
private static Func<object?, CultureInfo, string?>? GetTypeConverterDelegate(Type sourceType) =>
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s_converters.GetOrAdd(sourceType, static sourceType =>
{
return;
}
// Strings just render as themselves.
if (sourceType == typeof(string))
{
return (input, cultureInfo) => (string)input!;
}

foreach (var argument in arguments)
{
if (argument.Value is string)
// Look up and use a type converter.
if (TypeConverterFactory.GetTypeConverter(sourceType) is TypeConverter converter && converter.CanConvertTo(typeof(string)))
{
continue;
return (input, cultureInfo) =>
{
return converter.ConvertToString(context: null, cultureInfo, input);
};
}

throw new KernelException($"Non-string kernel prompt template arguments are not supported in Release Candidate 1. This feature will be available soon, but for now, please ensure that all arguments are strings. Argument '{argument.Key}' is of type '{argument.Value?.GetType()}'.");
}
}
return null;
});

/// <summary>Converter functions for converting types to strings.</summary>
private static readonly ConcurrentDictionary<Type, Func<object?, CultureInfo, string?>?> s_converters = new();

#endregion
}
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ public override bool IsValid(out string errorMsg)
}

/// <inheritdoc/>
public ValueTask<string> RenderCodeAsync(Kernel kernel, KernelArguments? arguments = null, CancellationToken cancellationToken = default)
public ValueTask<object?> RenderCodeAsync(Kernel kernel, KernelArguments? arguments = null, CancellationToken cancellationToken = default)
{
if (!this._validated && !this.IsValid(out var error))
{
Expand All @@ -81,7 +81,7 @@ public ValueTask<string> RenderCodeAsync(Kernel kernel, KernelArguments? argumen

return this._tokens[0].Type switch
{
BlockTypes.Value or BlockTypes.Variable => new ValueTask<string>(((ITextRendering)this._tokens[0]).Render(arguments)),
BlockTypes.Value or BlockTypes.Variable => new ValueTask<object?>(((ITextRendering)this._tokens[0]).Render(arguments)),
BlockTypes.FunctionId => this.RenderFunctionCallAsync((FunctionIdBlock)this._tokens[0], kernel, arguments),
_ => throw new KernelException($"Unexpected first token type: {this._tokens[0].Type:G}"),
};
Expand All @@ -92,7 +92,7 @@ public ValueTask<string> RenderCodeAsync(Kernel kernel, KernelArguments? argumen
private bool _validated;
private readonly List<Block> _tokens;

private async ValueTask<string> RenderFunctionCallAsync(FunctionIdBlock fBlock, Kernel kernel, KernelArguments? arguments)
private async ValueTask<object?> RenderFunctionCallAsync(FunctionIdBlock fBlock, Kernel kernel, KernelArguments? arguments)
{
// If the code syntax is {{functionName $varName}} use $varName instead of $input
// If the code syntax is {{functionName 'value'}} use "value" instead of $input
Expand All @@ -104,7 +104,7 @@ private async ValueTask<string> RenderFunctionCallAsync(FunctionIdBlock fBlock,
{
var result = await kernel.InvokeAsync(fBlock.PluginName, fBlock.FunctionName, arguments).ConfigureAwait(false);

return result.ToString();
return result.Value;
}
catch (Exception ex)
{
Expand Down Expand Up @@ -154,7 +154,7 @@ private KernelArguments EnrichFunctionArguments(KernelArguments arguments)
var namedArgsStartIndex = 1;
if (firstArg.Type is not BlockTypes.NamedArg)
{
string input = ((ITextRendering)this._tokens[1]).Render(arguments);
object? input = ((ITextRendering)this._tokens[1]).Render(arguments);
// Keep previous trust information when updating the input
arguments[KernelArguments.InputParameterName] = input;
namedArgsStartIndex++;
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -53,7 +53,7 @@ public override bool IsValid(out string errorMsg)
}

/// <inheritdoc/>
public string Render(KernelArguments? arguments)
public object? Render(KernelArguments? arguments)
{
return this.Content;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -17,5 +17,5 @@ internal interface ICodeRendering
/// <param name="arguments">The arguments</param>
/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests. The default is <see cref="CancellationToken.None"/>.</param>
/// <returns>Rendered content</returns>
public ValueTask<string> RenderCodeAsync(Kernel kernel, KernelArguments? arguments = null, CancellationToken cancellationToken = default);
public ValueTask<object?> RenderCodeAsync(Kernel kernel, KernelArguments? arguments = null, CancellationToken cancellationToken = default);
}
Original file line number Diff line number Diff line change
Expand Up @@ -11,5 +11,5 @@ internal interface ITextRendering
/// </summary>
/// <param name="arguments">Optional arguments the block rendering</param>
/// <returns>Rendered content</returns>
public string Render(KernelArguments? arguments);
public object? Render(KernelArguments? arguments);
}
Original file line number Diff line number Diff line change
Expand Up @@ -62,7 +62,7 @@ public NamedArgBlock(string? text, ILoggerFactory? logger = null)
/// </summary>
/// <param name="arguments">Arguments to use for rendering the named argument value when the value is a <see cref="VarBlock"/>.</param>
/// <returns></returns>
internal string GetValue(KernelArguments? arguments)
internal object? GetValue(KernelArguments? arguments)
{
var valueIsValidValBlock = this._valBlock != null && this._valBlock.IsValid(out var errorMessage);
if (valueIsValidValBlock)
Expand All @@ -80,7 +80,7 @@ internal string GetValue(KernelArguments? arguments)
}

/// <inheritdoc/>
public string Render(KernelArguments? arguments)
public object? Render(KernelArguments? arguments)
{
return this.Content;
}
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Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ public override bool IsValid(out string errorMsg)
}

/// <inheritdoc/>
public string Render(KernelArguments? arguments)
public object? Render(KernelArguments? arguments)
{
return this.Content;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@ public override bool IsValid(out string errorMsg)
#pragma warning restore CA2254

/// <inheritdoc/>
public string Render(KernelArguments? arguments)
public object? Render(KernelArguments? arguments)
{
return this._value;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -62,7 +62,7 @@ public override bool IsValid(out string errorMsg)
#pragma warning restore CA2254

/// <inheritdoc/>
public string Render(KernelArguments? arguments)
public object? Render(KernelArguments? arguments)
{
if (arguments == null) { return string.Empty; }

Expand All @@ -75,7 +75,7 @@ public string Render(KernelArguments? arguments)

if (arguments.TryGetValue(this.Name, out object? value))
{
return (string?)value ?? string.Empty;
return value ?? string.Empty;
}

this.Logger.LogWarning("Variable `{0}{1}` not found", Symbols.VarPrefix, this.Name);
Expand Down
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