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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>
This commit is contained in:
Peer SchüttandThorsten Sommer authored and GitHub committed 2025-11-13 18:13:16 +01:00
1 parent d6f5dc143d
commit 9ef1a047f0
44 files changed
+860 -531
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app/MindWork AI Studio/Settings/Provider.cs
+10 -2
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@@ -31,7 +31,8 @@ public sealed record Provider(
Guid EnterpriseConfigurationPluginId = default,
string Hostname = "http://localhost:1234",
Host Host = Host.NONE,
HFInferenceProvider HFInferenceProvider = HFInferenceProvider.NONE) : ConfigurationBaseObject, ISecretId
HFInferenceProvider HFInferenceProvider = HFInferenceProvider.NONE,
string AdditionalJsonApiParameters = "") : ConfigurationBaseObject, ISecretId
{
private static readonly ILogger<Provider> LOGGER = Program.LOGGER_FACTORY.CreateLogger<Provider>();
@@ -132,6 +133,12 @@ public sealed record Provider(
LOGGER.LogWarning($"The configured provider {idx} does not contain a valid model configuration.");
return false;
}
if (!table.TryGetValue("AdditionalJsonApiParameters", out var additionalJsonApiParametersValue) || !additionalJsonApiParametersValue.TryRead<string>(out var additionalJsonApiParameters))
{
LOGGER.LogWarning($"The configured provider {idx} does not contain valid additional JSON API parameters.");
return false;
}
provider = new Provider
{
@@ -144,7 +151,8 @@ public sealed record Provider(
IsEnterpriseConfiguration = true,
EnterpriseConfigurationPluginId = configPluginId,
Hostname = hostname,
Host = host
Host = host,
AdditionalJsonApiParameters = additionalJsonApiParameters,
};
return true;
app/MindWork AI Studio/Settings/ProviderExtensions.Alibaba.cs
+84
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@@ -0,0 +1,84 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesAlibaba(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
// Qwen models:
if (modelName.StartsWith("qwen"))
{
// Check for omni models:
if (modelName.IndexOf("omni") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.AUDIO_INPUT, Capability.SPEECH_INPUT,
Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT, Capability.SPEECH_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
// Check for Qwen 3:
if(modelName.StartsWith("qwen3"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
if(modelName.IndexOf("-vl-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
}
// QwQ models:
if (modelName.StartsWith("qwq"))
{
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
// QVQ models:
if (modelName.StartsWith("qvq"))
{
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING,
Capability.CHAT_COMPLETION_API,
];
}
// Default to text input and output:
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.Anthropic.cs
+49
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@@ -0,0 +1,49 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesAnthropic(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
// Claude 4.x models:
if(modelName.StartsWith("claude-opus-4") || modelName.StartsWith("claude-sonnet-4"))
return [
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Claude 3.7 is able to do reasoning:
if(modelName.StartsWith("claude-3-7"))
return [
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// All other 3.x models are able to process text and images as input:
if(modelName.StartsWith("claude-3-"))
return [
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Any other model is able to process text only:
return [
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.DeepSeek.cs
+28
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@@ -0,0 +1,28 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesDeepSeek(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
if(modelName.IndexOf("reasoner") 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,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.Google.cs
+95
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@@ -0,0 +1,95 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesGoogle(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
if (modelName.IndexOf("gemini-") is not -1)
{
// Reasoning models:
if (modelName.IndexOf("gemini-2.5") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Image generation:
if(modelName.IndexOf("-2.0-flash-preview-image-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
// Realtime model:
if(modelName.IndexOf("-2.0-flash-live-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.AUDIO_INPUT, Capability.SPEECH_INPUT,
Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT, Capability.SPEECH_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// The 2.0 flash models cannot call functions:
if(modelName.IndexOf("-2.0-flash-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
// The old 1.0 pro vision model:
if(modelName.IndexOf("pro-vision") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
// Default to all other Gemini models:
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
// Default for all other models:
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.Mistral.cs
+56
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@@ -0,0 +1,56 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesMistral(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
// Pixtral models are able to do process images:
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,
];
// Mistral medium:
if (modelName.IndexOf("mistral-medium-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Mistral small:
if (modelName.IndexOf("mistral-small-") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Mistral saba:
if (modelName.IndexOf("mistral-saba-") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
// Default:
return GetModelCapabilitiesOpenSource(model);
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.OpenAI.cs
+144
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@@ -0,0 +1,144 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesOpenAI(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
if (modelName is "gpt-4o-search-preview")
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.WEB_SEARCH,
Capability.CHAT_COMPLETION_API,
];
if (modelName is "gpt-4o-mini-search-preview")
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.WEB_SEARCH,
Capability.CHAT_COMPLETION_API,
];
if (modelName.StartsWith("o1-mini"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING,
Capability.CHAT_COMPLETION_API,
];
if(modelName is "gpt-3.5-turbo")
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.RESPONSES_API,
];
if(modelName.StartsWith("gpt-3.5"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.CHAT_COMPLETION_API,
];
if (modelName.StartsWith("chatgpt-4o-"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.RESPONSES_API,
];
if (modelName.StartsWith("o3-mini"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.RESPONSES_API,
];
if (modelName.StartsWith("o4-mini") || modelName.StartsWith("o3"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.WEB_SEARCH,
Capability.RESPONSES_API,
];
if (modelName.StartsWith("o1"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.RESPONSES_API,
];
if(modelName.StartsWith("gpt-4-turbo"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.RESPONSES_API,
];
if(modelName is "gpt-4" || modelName.StartsWith("gpt-4-"))
return
[
Capability.TEXT_INPUT,
Capability.TEXT_OUTPUT,
Capability.RESPONSES_API,
];
if(modelName.StartsWith("gpt-5-nano"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
Capability.RESPONSES_API,
];
if(modelName is "gpt-5" || modelName.StartsWith("gpt-5-"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
Capability.WEB_SEARCH,
Capability.RESPONSES_API,
];
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.FUNCTION_CALLING,
Capability.RESPONSES_API,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.OpenSource.cs
+212
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@@ -0,0 +1,212 @@
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,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.Perplexity.cs
+38
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@@ -0,0 +1,38 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilitiesPerplexity(Model model)
{
var modelName = model.Id.ToLowerInvariant().AsSpan();
if(modelName.IndexOf("reasoning") is not -1 ||
modelName.IndexOf("deep-research") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.IMAGE_OUTPUT,
Capability.ALWAYS_REASONING,
Capability.WEB_SEARCH,
Capability.CHAT_COMPLETION_API,
];
return
[
Capability.TEXT_INPUT,
Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.IMAGE_OUTPUT,
Capability.WEB_SEARCH,
Capability.CHAT_COMPLETION_API,
];
}
}
app/MindWork AI Studio/Settings/ProviderExtensions.cs
+29
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@@ -0,0 +1,29 @@
using AIStudio.Provider;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
public static List<Capability> GetModelCapabilities(this Provider provider) => provider.UsedLLMProvider switch
{
LLMProviders.OPEN_AI => GetModelCapabilitiesOpenAI(provider.Model),
LLMProviders.MISTRAL => GetModelCapabilitiesMistral(provider.Model),
LLMProviders.ANTHROPIC => GetModelCapabilitiesAnthropic(provider.Model),
LLMProviders.GOOGLE => GetModelCapabilitiesGoogle(provider.Model),
LLMProviders.X => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.DEEP_SEEK => GetModelCapabilitiesDeepSeek(provider.Model),
LLMProviders.ALIBABA_CLOUD => GetModelCapabilitiesAlibaba(provider.Model),
LLMProviders.PERPLEXITY => GetModelCapabilitiesPerplexity(provider.Model),
LLMProviders.GROQ => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.FIREWORKS => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.HUGGINGFACE => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.HELMHOLTZ => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.GWDG => GetModelCapabilitiesOpenSource(provider.Model),
LLMProviders.SELF_HOSTED => GetModelCapabilitiesOpenSource(provider.Model),
_ => []
};
}