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Added expert mode to providers (#562)
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Browse Source 
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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Peer SchüttandThorsten Sommer authored and GitHub committed 2025-11-13 18:13:16 +01:00
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commit 9ef1a047f0
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app/MindWork AI Studio/Settings/ProviderExtensions.OpenSource.cs
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using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesOpenSource(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
//
// Checking for names in the case of open source models is a hard task.
// Let's assume we want to check for the llama 3.1 405b model.
//
// Here is a not complete list of how providers name this model:
// - Fireworks: accounts/fireworks/models/llama-v3p1-405b-instruct
// - Hugging Face -> Nebius AI Studio: meta-llama/Meta-Llama-3.1-405B-Instruct
// - Groq: llama-3.1-405b-instruct
// - LM Studio: llama-3.1-405b-instruct
// - Helmholtz Blablador: 1 - Llama3 405 the best general model
// - GWDG: Llama 3.1 405B Instruct
//
//
// Meta llama models:
//
if (modelName.IndexOf("llama") is not -1)
{
if (modelName.IndexOf("llama4") is not -1 ||
modelName.IndexOf("llama 4") is not -1 ||
modelName.IndexOf("llama-4") is not -1 ||
modelName.IndexOf("llama-v4") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// The old vision models cannot do function calling:
if (modelName.IndexOf("vision") is not -1)
return [
Capability.TEXT_INPUT,
Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
//
// All models >= 3.1 are able to do function calling:
//
if (modelName.IndexOf("llama3.") is not -1 ||
modelName.IndexOf("llama 3.") is not -1 ||
modelName.IndexOf("llama-3.") is not -1 ||
modelName.IndexOf("llama-v3p") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// All other llama models can only do text input and output:
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
//
// DeepSeek models:
//
if (modelName.IndexOf("deepseek") is not -1)
{
if(modelName.IndexOf("deepseek-r1") is not -1 ||
modelName.IndexOf("deepseek r1") is not -1)
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING,
Capability.CHAT_COMPLETION_API,
];
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
//
// Qwen models:
//
if (modelName.IndexOf("qwen") is not -1 || modelName.IndexOf("qwq") is not -1)
{
if (modelName.IndexOf("qwq") is not -1)
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING,
Capability.CHAT_COMPLETION_API,
];
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
//
// Mistral models:
//
if (modelName.IndexOf("mistral") is not -1 ||
modelName.IndexOf("pixtral") is not -1)
{
if(modelName.IndexOf("pixtral") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
if (modelName.IndexOf("3.1") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Default:
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
//
// Grok models:
//
if (modelName.IndexOf("grok") is not -1)
{
if(modelName.IndexOf("-vision-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
if(modelName.StartsWith("grok-3-mini"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
if(modelName.StartsWith("grok-3"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
//
// OpenAI models:
//
if (modelName.IndexOf("gpt-oss") is not -1 ||
modelName.IndexOf("gpt-3.5") is not -1)
{
if(modelName.IndexOf("gpt-oss") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.WEB_SEARCH,
Capability.CHAT_COMPLETION_API,
];
if(modelName.IndexOf("gpt-3.5") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
// Default:
return [
Capability.TEXT_INPUT, Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
}