AI-Studio/app/MindWork AI Studio/Provider/ProviderToolAdapters.cs
Thorsten Sommer 0c585144e2
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Fixed tool calling with Groq and OpenRouter (#1003)
2026-09-24 12:08:54 +02:00

80 lines
3.5 KiB
C#

using AIStudio.Provider.Anthropic;
using AIStudio.Provider.OpenAI;
using AIStudio.Tools.ToolCallingSystem;
namespace AIStudio.Provider;
/// <summary>
/// Converts a tool definition into the wire shape one provider API expects.
/// </summary>
/// <remarks>
/// The definitions state a tool once, in plain JSON Schema. What differs per API is not only the
/// field names but how an optional argument is expressed, which is why the OpenAI shapes convert
/// the schema while Anthropic takes it as written.<br/><br/>
/// Strict mode is a promise of the host, not of the definition: only a host which binds the
/// model's output to the schema keeps it. Everywhere else the model merely reads a schema that
/// calls every argument required, and then either invents a value for an argument it meant to
/// leave out, or the host rejects the call for lacking one. That is why the Chat Completions
/// shape, which reaches every OpenAI-compatible host, only goes strict where the host says so.
/// </remarks>
public static class ProviderToolAdapters
{
/// <summary>
/// Builds the nested function tool shape used by Chat Completions compatible APIs.
/// </summary>
/// <param name="definition">The tool to describe.</param>
/// <param name="hostEnforcesStrict">Whether the host binds the model's tool calls to a strict schema. Only then is the tool sent in strict mode.</param>
public static object ToChatCompletionTool(ToolDefinition definition, bool hostEnforcesStrict)
{
var isStrict = definition.Function.Strict && hostEnforcesStrict;
return new
{
type = "function",
function = new
{
name = definition.Function.Name,
description = definition.Function.DescriptionForLLM,
parameters = ToOpenAIParameters(definition, isStrict),
strict = isStrict,
}
};
}
/// <summary>
/// Builds the flat function tool shape used by the OpenAI Responses API.
/// </summary>
/// <remarks>
/// Only OpenAI speaks this API, and it enforces strict mode, so the definition alone decides.
/// </remarks>
public static ResponsesFunctionTool ToResponsesTool(ToolDefinition definition) => new()
{
Name = definition.Function.Name,
Description = definition.Function.DescriptionForLLM,
Parameters = ToOpenAIParameters(definition, definition.Function.Strict),
Strict = definition.Function.Strict,
};
/// <summary>
/// Builds the tool shape used by the Anthropic messages API.
/// </summary>
/// <remarks>
/// Different field names — Anthropic calls the parameters an input schema and takes the
/// description without nesting it under a function object — but the schema itself needs no
/// conversion: Anthropic reads optionality the same way the definitions write it.
/// </remarks>
public static AnthropicTool ToAnthropicTool(ToolDefinition definition) => new()
{
Name = definition.Function.Name,
Description = definition.Function.DescriptionForLLM,
InputSchema = definition.Function.Parameters,
Strict = definition.Function.Strict,
};
/// <summary>
/// The parameter schema for the OpenAI APIs, converted only when strict mode asks for it.
/// </summary>
private static System.Text.Json.JsonElement ToOpenAIParameters(ToolDefinition definition, bool isStrict) => isStrict
? OpenAIStrictToolSchema.FromToolParameters(definition.Function.Parameters)
: definition.Function.Parameters;
}