Added icons to visualize model capabilities to the provider dropdown menu (#829)
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
This commit is contained in:
Peer Hogeterp 2026-07-04 18:28:52 +02:00 committed by GitHub
parent a5a94a07d4
commit 431f0b78d8
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
15 changed files with 807 additions and 63 deletions

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@ -2434,6 +2434,24 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T3654011106"] = "Open P
-- You can switch between your profiles here
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T918741365"] = "You can switch between your profiles here"
-- Audio input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1742581112"] = "Audio input possible"
-- Uses reasoning (thinking)
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T2196970948"] = "Uses reasoning (thinking)"
-- Image input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T2685487365"] = "Image input possible"
-- Speech input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3005724142"] = "Speech input possible"
-- Uses reasoning (thinking) by default
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3891860124"] = "Uses reasoning (thinking) by default"
-- Uses reasoning (thinking) configured by settings
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T4279448758"] = "Uses reasoning (thinking) configured by settings"
-- Provider
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T900237532"] = "Provider"

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@ -1,8 +1,23 @@
@using AIStudio.Settings
@inherits MSGComponentBase
<MudSelect T="Provider" Value="@this.ProviderSettings" ValueChanged="@this.SelectionChanged" Validation="@this.ValidateProvider" Adornment="Adornment.Start" AdornmentIcon="@Icons.Material.Filled.Apps" Margin="Margin.Dense" Label="@T("Provider")" Class="mb-3 rounded-lg" OuterClass="flex-grow-0" Variant="Variant.Outlined" Disabled="@this.Disabled">
@foreach (var provider in this.GetAvailableProviders())
@foreach (var providerItem in this.GetAvailableProviderSelectionItems())
{
<MudSelectItem Value="@provider"/>
<MudSelectItem Value="@providerItem.Provider">
<MudStack Row="true" AlignItems="AlignItems.Center" Justify="Justify.SpaceBetween" Class="w-100" Wrap="Wrap.NoWrap">
<MudText Class="me-2">@providerItem.Provider</MudText>
@if (providerItem.CapabilityIcons.Count > 0)
{
<MudStack Row="true" AlignItems="AlignItems.Center" Spacing="1" Wrap="Wrap.NoWrap" Class="flex-grow-0">
@foreach (var capabilityIcon in providerItem.CapabilityIcons)
{
<MudTooltip Text="@capabilityIcon.Tooltip">
<MudIcon Icon="@capabilityIcon.Icon" Size="Size.Small" Color="Color.Default" />
</MudTooltip>
}
</MudStack>
}
</MudStack>
</MudSelectItem>
}
</MudSelect>

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@ -1,6 +1,7 @@
using System.Diagnostics.CodeAnalysis;
using AIStudio.Provider;
using AIStudio.Settings;
using Microsoft.AspNetCore.Components;
@ -48,6 +49,40 @@ public partial class ProviderSelection : MSGComponentBase
await this.ProviderSettingsChanged.InvokeAsync(provider);
}
private IEnumerable<ProviderSelectionItem> GetAvailableProviderSelectionItems()
{
foreach (var provider in this.GetAvailableProviders())
yield return new(provider, this.GetCapabilityIcons(provider));
}
private IReadOnlyList<CapabilityIcon> GetCapabilityIcons(AIStudio.Settings.Provider provider)
{
var capabilities = provider.GetModelCapabilities();
List<CapabilityIcon> capabilityIcons = [];
if (capabilities.Contains(Capability.AUDIO_INPUT))
capabilityIcons.Add(new(Icons.Material.Filled.GraphicEq, this.T("Audio input possible")));
if (capabilities.Contains(Capability.SINGLE_IMAGE_INPUT) || capabilities.Contains(Capability.MULTIPLE_IMAGE_INPUT))
capabilityIcons.Add(new(Icons.Material.Filled.Image, this.T("Image input possible")));
if (capabilities.Contains(Capability.SPEECH_INPUT))
capabilityIcons.Add(new(Icons.Material.Filled.Mic, this.T("Speech input possible")));
var reasoningIndicatorState = provider.GetReasoningIndicatorState();
if (reasoningIndicatorState is not ReasoningIndicatorState.NONE)
capabilityIcons.Add(new(Icons.Material.Filled.Psychology, this.GetReasoningTooltip(reasoningIndicatorState)));
return capabilityIcons;
}
private string GetReasoningTooltip(ReasoningIndicatorState reasoningIndicatorState) => reasoningIndicatorState switch
{
ReasoningIndicatorState.DEFAULT_ON => this.T("Uses reasoning (thinking) by default"),
ReasoningIndicatorState.CONFIGURED => this.T("Uses reasoning (thinking) configured by settings"),
_ => this.T("Uses reasoning (thinking)"),
};
[SuppressMessage("Usage", "MWAIS0001:Direct access to `Providers` is not allowed")]
private IEnumerable<AIStudio.Settings.Provider> GetAvailableProviders()
{
@ -90,4 +125,8 @@ public partial class ProviderSelection : MSGComponentBase
}
#endregion
private readonly record struct CapabilityIcon(string Icon, string Tooltip);
private readonly record struct ProviderSelectionItem(AIStudio.Settings.Provider Provider, IReadOnlyList<CapabilityIcon> CapabilityIcons);
}

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@ -70,6 +70,7 @@ CONFIG["LLM_PROVIDERS"] = {}
-- -- Please refer to the documentation of the selected host for details.
-- -- Might be something like ... \"temperature\": 0.5 ... for one parameter.
-- -- Could be something like ... \"temperature\": 0.5, \"max_tokens\": 1000 ... for multiple parameters.
-- -- Recognized reasoning parameters, such as reasoning_effort, thinking, think, and chat_template_kwargs.enable_thinking, may affect whether AI Studio shows the reasoning icon for this provider.
-- -- Please do not add the enclosing curly braces {} here. Also, no trailing comma is allowed.
-- ["AdditionalJsonApiParameters"] = "",
--

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@ -2436,6 +2436,24 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T3654011106"] = "Profil
-- You can switch between your profiles here
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T918741365"] = "Hier können Sie zwischen ihren Profilen wechseln."
-- Audio input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1742581112"] = "Audioeingabe möglich"
-- Uses reasoning (thinking)
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T2196970948"] = "Nutzt Schlussfolgerungen (Denken)"
-- Image input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T2685487365"] = "Bildeingabe möglich"
-- Speech input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3005724142"] = "Spracheingabe möglich"
-- Uses reasoning (thinking) by default
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3891860124"] = "Nutzt standardmäßig Schlussfolgerungen (Denken)"
-- Uses reasoning (thinking) configured by settings
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T4279448758"] = "Nutzt Schlussfolgerungen (Denken) gemäß den Einstellungen"
-- Provider
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T900237532"] = "Anbieter"

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@ -2436,6 +2436,24 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T3654011106"] = "Open P
-- You can switch between your profiles here
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROFILESELECTION::T918741365"] = "You can switch between your profiles here"
-- Uses reasoning
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T163305901"] = "Uses reasoning"
-- Uses reasoning from provider settings
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1646870133"] = "Uses reasoning from provider settings"
-- Audio input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1742581112"] = "Audio input possible"
-- Image input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T2685487365"] = "Image input possible"
-- Speech input possible
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3005724142"] = "Speech input possible"
-- Uses reasoning by default
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T3202628203"] = "Uses reasoning by default"
-- Provider
UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T900237532"] = "Provider"

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@ -0,0 +1,96 @@
using System.Text.Json;
namespace AIStudio.Provider;
/// <summary>
/// Parses the provider-specific JSON fragment stored in <see cref="IProvider.AdditionalJsonApiParameters"/>.
/// </summary>
/// <remarks>
/// The provider settings UI stores only the body of a JSON object, such as
/// <c>"temperature": 0.5</c>. This parser wraps that fragment in curly braces,
/// parses it as JSON, and converts it to regular CLR dictionaries, lists, and
/// primitive values so request builders and feature detectors can inspect it.
/// </remarks>
public static class AdditionalApiParametersParser
{
/// <summary>
/// Try to parse an additional-API-parameters JSON fragment into a dictionary.
/// </summary>
/// <param name="additionalJsonApiParameters">The JSON object body without the surrounding curly braces.</param>
/// <param name="parameters">The parsed parameters if parsing succeeds; otherwise an empty dictionary.</param>
/// <param name="errorMessage">The JSON parsing error message if parsing fails; otherwise <see langword="null"/>.</param>
/// <returns><see langword="true"/> if the fragment is empty or valid JSON; otherwise <see langword="false"/>.</returns>
public static bool TryParse(string additionalJsonApiParameters, out IDictionary<string, object> parameters, out string? errorMessage)
{
parameters = new Dictionary<string, object>();
errorMessage = null;
if (string.IsNullOrWhiteSpace(additionalJsonApiParameters))
return true;
try
{
// The UI stores only the object body, so wrap it before parsing.
using var jsonDoc = JsonDocument.Parse($"{{{additionalJsonApiParameters}}}");
parameters = ConvertToDictionary(jsonDoc.RootElement);
return true;
}
catch (JsonException ex)
{
errorMessage = ex.Message;
return false;
}
}
/// <summary>
/// Remove keys from a parsed parameter dictionary using case-insensitive matching.
/// </summary>
/// <param name="parameters">The parsed parameter dictionary to mutate.</param>
/// <param name="keysToRemove">The parameter names that should be removed.</param>
/// <returns>The same dictionary instance after the matching keys were removed.</returns>
public static IDictionary<string, object> RemoveKeys(IDictionary<string, object> parameters, IEnumerable<string> keysToRemove)
{
var removeSet = new HashSet<string>(keysToRemove, StringComparer.OrdinalIgnoreCase);
if (removeSet.Count is 0)
return parameters;
foreach (var key in parameters.Keys.ToList())
if (removeSet.Contains(key))
parameters.Remove(key);
return parameters;
}
/// <summary>
/// Convert a JSON object element into a dictionary of recursively converted CLR values.
/// </summary>
/// <param name="element">The JSON object element to convert.</param>
/// <returns>A dictionary containing all JSON object properties.</returns>
private static IDictionary<string, object> ConvertToDictionary(JsonElement element)
{
return element.EnumerateObject()
.ToDictionary<JsonProperty, string, object>(
p => p.Name,
p => ConvertJsonValue(p.Value) ?? string.Empty
);
}
/// <summary>
/// Convert a JSON value to the closest CLR representation used by provider request objects.
/// </summary>
/// <param name="element">The JSON element to convert.</param>
/// <returns>A string, number, boolean, dictionary, list, or empty string for unsupported/null values.</returns>
private static object? ConvertJsonValue(JsonElement element) => element.ValueKind switch
{
JsonValueKind.String => element.GetString(),
JsonValueKind.Number => element.TryGetInt32(out var i) ? i :
element.TryGetInt64(out var l) ? l :
element.TryGetDouble(out var d) ? d :
element.GetDecimal(),
JsonValueKind.True or JsonValueKind.False => element.GetBoolean(),
JsonValueKind.Null => string.Empty,
JsonValueKind.Object => ConvertToDictionary(element),
JsonValueKind.Array => element.EnumerateArray().Select(ConvertJsonValue).ToList(),
_ => string.Empty,
};
}

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@ -1191,42 +1191,15 @@ public abstract class BaseProvider : IProvider, ISecretId
protected IDictionary<string, object> ParseAdditionalApiParameters(
params string[] keysToRemove)
{
if(string.IsNullOrWhiteSpace(this.AdditionalJsonApiParameters))
return new Dictionary<string, object>();
try
if (!AdditionalApiParametersParser.TryParse(this.AdditionalJsonApiParameters, out var apiParameters, out var errorMessage))
{
// Wrap the user-provided parameters in curly brackets to form a valid JSON object:
var json = $"{{{this.AdditionalJsonApiParameters}}}";
var jsonDoc = JsonSerializer.Deserialize<JsonElement>(json, JSON_SERIALIZER_OPTIONS);
var dict = ConvertToDictionary(jsonDoc);
// Some keys are always removed because we set them:
var removeSet = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
if (keysToRemove.Length > 0)
removeSet.UnionWith(keysToRemove);
removeSet.Add("stream");
removeSet.Add("model");
removeSet.Add("messages");
// Remove the specified keys (case-insensitive):
if (removeSet.Count > 0)
{
foreach (var key in dict.Keys.ToList())
{
if (removeSet.Contains(key))
dict.Remove(key);
}
}
return dict;
}
catch (JsonException ex)
{
this.logger.LogError("Failed to parse additional API parameters: {ExceptionMessage}", ex.Message);
this.logger.LogError("Failed to parse additional API parameters: {ExceptionMessage}", errorMessage);
return new Dictionary<string, object>();
}
// Some keys are always removed because AI Studio sets them itself.
var reservedKeys = keysToRemove.Concat(["stream", "model", "messages"]);
return AdditionalApiParametersParser.RemoveKeys(apiParameters, reservedKeys);
}
protected static bool TryPopIntParameter(IDictionary<string, object> parameters, string key, out int value)
@ -1308,27 +1281,4 @@ public abstract class BaseProvider : IProvider, ISecretId
return true;
}
private static IDictionary<string, object> ConvertToDictionary(JsonElement element)
{
return element.EnumerateObject()
.ToDictionary<JsonProperty, string, object>(
p => p.Name,
p => ConvertJsonValue(p.Value) ?? string.Empty
);
}
private static object? ConvertJsonValue(JsonElement element) => element.ValueKind switch
{
JsonValueKind.String => element.GetString(),
JsonValueKind.Number => element.TryGetInt32(out var i) ? i :
element.TryGetInt64(out var l) ? l :
element.TryGetDouble(out var d) ? d :
element.GetDecimal(),
JsonValueKind.True or JsonValueKind.False => element.GetBoolean(),
JsonValueKind.Null => string.Empty,
JsonValueKind.Object => ConvertToDictionary(element),
JsonValueKind.Array => element.EnumerateArray().Select(ConvertJsonValue).ToList(),
_ => string.Empty,
};
}

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@ -71,15 +71,20 @@ public enum Capability
VIDEO_OUTPUT,
/// <summary>
/// The AI model can perform reasoning tasks.
/// The AI model can perform reasoning tasks. You can enable reasoning optionally, but it is disabled by default.
/// </summary>
OPTIONAL_REASONING,
/// <summary>
/// The AI model always performs reasoning.
/// The AI model always performs reasoning. There is no option to disable reasoning.
/// </summary>
ALWAYS_REASONING,
/// <summary>
/// The AI model performs optional reasoning, but it is enabled by default.
/// </summary>
REASONING_BY_DEFAULT,
/// <summary>
/// The AI model can embed information or data.
/// </summary>

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@ -0,0 +1,27 @@
namespace AIStudio.Provider;
/// <summary>
/// Describes whether the provider selection should show the reasoning capability icon.
/// </summary>
public enum ReasoningIndicatorState
{
/// <summary>
/// Do not show a reasoning indicator for the configured provider.
/// </summary>
NONE,
/// <summary>
/// Show that the selected model always performs reasoning.
/// </summary>
ALWAYS_ON,
/// <summary>
/// Show that reasoning is enabled by the provider or model default.
/// </summary>
DEFAULT_ON,
/// <summary>
/// Show that reasoning was explicitly enabled through the provider settings.
/// </summary>
CONFIGURED,
}

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@ -10,6 +10,19 @@ public static partial class ProviderExtensions
if (modelName.IndexOf("gemini-") is not -1)
{
// Gemini 2.5 Flash Lite supports thinking, but the default is off:
if (modelName.IndexOf("gemini-2.5-flash-lite") is not -1)
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
Capability.TEXT_OUTPUT,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
// Reasoning models:
if (modelName.IndexOf("gemini-2.5") is not -1)
return

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@ -176,6 +176,17 @@ public static partial class ProviderExtensions
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
];
if(modelName is "gpt-5.5" || modelName.StartsWith("gpt-5.5-"))
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING, Capability.REASONING_BY_DEFAULT,
Capability.WEB_SEARCH,
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
];
return
[
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,

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@ -109,7 +109,7 @@ public static partial class ProviderExtensions
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
@ -121,7 +121,7 @@ public static partial class ProviderExtensions
Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
@ -158,6 +158,22 @@ public static partial class ProviderExtensions
Capability.CHAT_COMPLETION_API,
];
// Mistral medium 3.5:
if (modelName.IndexOf("mistral-medium-3.5") is not -1)
return
[
Capability.TEXT_INPUT,
Capability.MULTIPLE_IMAGE_INPUT,
Capability.TEXT_OUTPUT,
Capability.OPTIONAL_REASONING,
Capability.FUNCTION_CALLING,
Capability.CHAT_COMPLETION_API,
];
if (modelName.IndexOf("mistral-3") is not -1 ||
modelName.IndexOf("mistral-large-3") is not -1)
return

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@ -0,0 +1,516 @@
using AIStudio.Provider;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Settings;
public static partial class ProviderExtensions
{
/// <summary>
/// The reasoning-related intent found in the configured additional API parameters.
/// </summary>
private enum ReasoningConfigurationState
{
/// <summary>
/// No recognized reasoning parameter was found.
/// </summary>
NOT_CONFIGURED,
/// <summary>
/// A recognized reasoning parameter explicitly enables reasoning.
/// </summary>
EXPLICITLY_ENABLED,
/// <summary>
/// A recognized reasoning parameter explicitly disables reasoning.
/// </summary>
EXPLICITLY_DISABLED,
}
/// <summary>
/// Get the effective reasoning indicator state for the configured provider instance.
/// </summary>
/// <param name="provider">The configured provider.</param>
/// <returns>The effective reasoning indicator state.</returns>
/// <remarks>
/// This combines static model capabilities with per-provider additional API parameters.
/// For default-on models, an explicit disabling parameter hides the icon; for optional
/// models, an explicit enabling parameter is required before the icon is shown.
/// </remarks>
public static ReasoningIndicatorState GetReasoningIndicatorState(this Provider provider)
{
var capabilities = provider.GetModelCapabilities();
if (capabilities.Contains(Capability.ALWAYS_REASONING))
return ReasoningIndicatorState.ALWAYS_ON;
var reasoningConfigurationState = GetReasoningConfigurationState(provider);
if (capabilities.Contains(Capability.REASONING_BY_DEFAULT))
{
return reasoningConfigurationState switch
{
ReasoningConfigurationState.EXPLICITLY_DISABLED => ReasoningIndicatorState.NONE,
ReasoningConfigurationState.EXPLICITLY_ENABLED => ReasoningIndicatorState.CONFIGURED,
_ => ReasoningIndicatorState.DEFAULT_ON,
};
}
if (capabilities.Contains(Capability.OPTIONAL_REASONING) &&
reasoningConfigurationState is ReasoningConfigurationState.EXPLICITLY_ENABLED)
return ReasoningIndicatorState.CONFIGURED;
return ReasoningIndicatorState.NONE;
}
/// <summary>
/// Parse additional API parameters and dispatch them to provider-specific reasoning detectors.
/// </summary>
/// <param name="provider">The configured provider whose additional API parameters should be inspected.</param>
/// <returns>The explicit reasoning configuration state, or <see cref="ReasoningConfigurationState.NOT_CONFIGURED"/> if nothing known was found.</returns>
private static ReasoningConfigurationState GetReasoningConfigurationState(Provider provider)
{
if (!AdditionalApiParametersParser.TryParse(provider.AdditionalJsonApiParameters, out var parameters, out _))
return ReasoningConfigurationState.NOT_CONFIGURED;
return provider.UsedLLMProvider switch
{
LLMProviders.OPEN_AI => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetReasoningEffortState(parameters)),
LLMProviders.ANTHROPIC => GetAnthropicReasoningState(parameters),
LLMProviders.MISTRAL or LLMProviders.PERPLEXITY => GetReasoningEffortState(parameters),
LLMProviders.GOOGLE => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetGoogleReasoningState(parameters)),
LLMProviders.ALIBABA_CLOUD => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetQwenReasoningState(parameters)),
LLMProviders.OPEN_ROUTER or
LLMProviders.X or
LLMProviders.DEEP_SEEK or
LLMProviders.GROQ or
LLMProviders.FIREWORKS or
LLMProviders.HUGGINGFACE or
LLMProviders.HELMHOLTZ or
LLMProviders.GWDG => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetReasoningEffortState(parameters),
GetQwenReasoningState(parameters),
GetGoogleReasoningState(parameters)),
LLMProviders.SELF_HOSTED => provider.Host switch
{
Host.OLLAMA => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetOllamaReasoningState(parameters),
GetQwenReasoningState(parameters)),
Host.LLAMA_CPP => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetLlamaCppReasoningState(parameters),
GetQwenReasoningState(parameters)),
Host.VLLM => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetReasoningEffortState(parameters),
GetVllmReasoningState(parameters),
GetQwenReasoningState(parameters),
GetGoogleReasoningState(parameters)),
_ => MergeReasoningStates(
GetOpenAICompatibleReasoningState(parameters),
GetReasoningEffortState(parameters),
GetQwenReasoningState(parameters),
GetGoogleReasoningState(parameters)),
},
_ => ReasoningConfigurationState.NOT_CONFIGURED,
};
}
/// <summary>
/// Detect OpenAI-compatible reasoning parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// OpenAI-compatible providers commonly use a nested <c>reasoning</c> object and/or
/// a top-level <c>reasoning_effort</c> parameter.
/// </remarks>
private static ReasoningConfigurationState GetOpenAICompatibleReasoningState(IDictionary<string, object> parameters)
{
var reasoningState = ReasoningConfigurationState.NOT_CONFIGURED;
if (TryGetParameter(parameters, "reasoning", out var reasoning))
{
reasoningState = reasoning switch
{
IDictionary<string, object> reasoningObject when TryGetParameter(reasoningObject, "effort", out var effort) => GetLevelState(effort),
IDictionary<string, object> reasoningObject when TryGetParameter(reasoningObject, "summary", out var summary) => GetLevelState(summary),
IDictionary<string, object> => ReasoningConfigurationState.NOT_CONFIGURED,
_ => GetLevelState(reasoning),
};
}
return MergeReasoningStates(reasoningState, GetReasoningEffortState(parameters));
}
/// <summary>
/// Detect a top-level <c>reasoning_effort</c> parameter.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetReasoningEffortState(IDictionary<string, object> parameters)
{
return TryGetParameter(parameters, "reasoning_effort", out var reasoningEffort)
? GetLevelState(reasoningEffort)
: ReasoningConfigurationState.NOT_CONFIGURED;
}
/// <summary>
/// Detect Anthropic extended-thinking parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetAnthropicReasoningState(IDictionary<string, object> parameters)
{
if (!TryGetParameter(parameters, "thinking", out var thinking))
return ReasoningConfigurationState.NOT_CONFIGURED;
return thinking switch
{
IDictionary<string, object> thinkingObject when TryGetParameter(thinkingObject, "type", out var type) => GetAnthropicThinkingTypeState(type),
_ => GetLevelState(thinking),
};
}
/// <summary>
/// Detect Google Gemini thinking parameters across OpenAI-compatible additional parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// Google can expose thinking options through <c>thinking_config</c>,
/// <c>generation_config.thinking_config</c>, <c>thinking_level</c>, and summary settings.
/// Summary settings only prove that thinking is enabled when they request summaries;
/// disabling summaries does not necessarily disable reasoning.
/// </remarks>
private static ReasoningConfigurationState GetGoogleReasoningState(IDictionary<string, object> parameters)
{
var states = new List<ReasoningConfigurationState>();
if (TryGetParameter(parameters, "thinking_config", out var thinkingConfig) &&
thinkingConfig is IDictionary<string, object> thinkingConfigObject)
states.Add(GetGoogleThinkingConfigState(thinkingConfigObject));
if (TryGetParameter(parameters, "generation_config", out var generationConfig) &&
generationConfig is IDictionary<string, object> generationConfigObject)
{
if (TryGetParameter(generationConfigObject, "thinking_config", out var nestedThinkingConfig) &&
nestedThinkingConfig is IDictionary<string, object> nestedThinkingConfigObject)
states.Add(GetGoogleThinkingConfigState(nestedThinkingConfigObject));
if (TryGetParameter(generationConfigObject, "thinking_summaries", out var thinkingSummaries))
states.Add(GetThinkingSummariesState(thinkingSummaries));
if (TryGetParameter(generationConfigObject, "thinking_level", out var thinkingLevel))
states.Add(GetLevelState(thinkingLevel));
}
if (TryGetParameter(parameters, "thinking_summaries", out var topLevelThinkingSummaries))
states.Add(GetThinkingSummariesState(topLevelThinkingSummaries));
if (TryGetParameter(parameters, "thinking_level", out var topLevelThinkingLevel))
states.Add(GetLevelState(topLevelThinkingLevel));
return MergeReasoningStates(states);
}
/// <summary>
/// Detect Google Gemini thinking-budget and include-thoughts settings.
/// </summary>
/// <param name="thinkingConfig">The parsed <c>thinking_config</c> object.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetGoogleThinkingConfigState(IDictionary<string, object> thinkingConfig)
{
var states = new List<ReasoningConfigurationState>();
if (TryGetParameter(thinkingConfig, "thinking_budget", out var thinkingBudget) ||
TryGetParameter(thinkingConfig, "thinkingBudget", out thinkingBudget))
states.Add(GetBudgetState(thinkingBudget));
if (TryGetParameter(thinkingConfig, "include_thoughts", out var includeThoughts) ||
TryGetParameter(thinkingConfig, "includeThoughts", out includeThoughts))
states.Add(GetLevelState(includeThoughts));
return MergeReasoningStates(states);
}
/// <summary>
/// Detect Google Gemini thinking-summary values that imply reasoning is active.
/// </summary>
/// <param name="value">The configured thinking-summary value.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// A disabled or missing summary does not prove that thinking is disabled, so only
/// known enabling values are treated as explicit reasoning configuration.
/// </remarks>
private static ReasoningConfigurationState GetThinkingSummariesState(object? value) => value switch
{
string text when text.Equals("auto", StringComparison.OrdinalIgnoreCase) ||
text.Equals("on", StringComparison.OrdinalIgnoreCase) ||
text.Equals("summarized", StringComparison.OrdinalIgnoreCase)
=> ReasoningConfigurationState.EXPLICITLY_ENABLED,
true => ReasoningConfigurationState.EXPLICITLY_ENABLED,
_ => ReasoningConfigurationState.NOT_CONFIGURED,
};
/// <summary>
/// Detect Ollama's <c>think</c> parameter.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetOllamaReasoningState(IDictionary<string, object> parameters)
{
return TryGetParameter(parameters, "think", out var think)
? GetLevelState(think)
: ReasoningConfigurationState.NOT_CONFIGURED;
}
/// <summary>
/// Detect llama.cpp server reasoning parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// llama.cpp exposes runtime reasoning control through parameters such as
/// <c>reasoning</c>, <c>reasoning_budget</c>, and template-specific kwargs.
/// </remarks>
private static ReasoningConfigurationState GetLlamaCppReasoningState(IDictionary<string, object> parameters)
{
var states = new List<ReasoningConfigurationState>();
if (TryGetParameter(parameters, "reasoning", out var reasoning))
states.Add(GetLlamaCppReasoningModeState(reasoning));
if (TryGetParameter(parameters, "reasoning_budget", out var reasoningBudget))
states.Add(GetBudgetState(reasoningBudget));
if (TryGetParameter(parameters, "chat_template_kwargs", out var chatTemplateKwargs) &&
chatTemplateKwargs is IDictionary<string, object> chatTemplateKwargsObject)
states.Add(GetQwenReasoningState(chatTemplateKwargsObject));
return MergeReasoningStates(states);
}
/// <summary>
/// Detect vLLM reasoning parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// vLLM supports both top-level reasoning fields and chat-template kwargs, depending
/// on model family and reasoning parser configuration.
/// </remarks>
private static ReasoningConfigurationState GetVllmReasoningState(IDictionary<string, object> parameters)
{
var states = new List<ReasoningConfigurationState>();
if (TryGetParameter(parameters, "thinking_token_budget", out var thinkingTokenBudget))
states.Add(GetBudgetState(thinkingTokenBudget));
if (TryGetParameter(parameters, "chat_template_kwargs", out var chatTemplateKwargs) &&
chatTemplateKwargs is IDictionary<string, object> chatTemplateKwargsObject)
{
states.Add(GetQwenReasoningState(chatTemplateKwargsObject));
if (TryGetParameter(chatTemplateKwargsObject, "thinking", out var thinking))
states.Add(GetLevelState(thinking));
}
return MergeReasoningStates(states);
}
/// <summary>
/// Detect Qwen-style <c>enable_thinking</c> parameters.
/// </summary>
/// <param name="parameters">The parsed additional API parameters.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// Some OpenAI-compatible servers accept <c>enable_thinking</c> either at the
/// top level or under <c>chat_template_kwargs</c>.
/// </remarks>
private static ReasoningConfigurationState GetQwenReasoningState(IDictionary<string, object> parameters)
{
var states = new List<ReasoningConfigurationState>();
if (TryGetParameter(parameters, "enable_thinking", out var enableThinking))
states.Add(GetLevelState(enableThinking));
if (TryGetParameter(parameters, "chat_template_kwargs", out var chatTemplateKwargs) &&
chatTemplateKwargs is IDictionary<string, object> chatTemplateKwargsObject &&
TryGetParameter(chatTemplateKwargsObject, "enable_thinking", out var nestedEnableThinking))
states.Add(GetLevelState(nestedEnableThinking));
return MergeReasoningStates(states);
}
/// <summary>
/// Interpret Anthropic's <c>thinking.type</c> value.
/// </summary>
/// <param name="value">The configured Anthropic thinking type.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetAnthropicThinkingTypeState(object? value) => value switch
{
string text when text.Equals("enabled", StringComparison.OrdinalIgnoreCase) ||
text.Equals("adaptive", StringComparison.OrdinalIgnoreCase)
=> ReasoningConfigurationState.EXPLICITLY_ENABLED,
string text when IsDisabledText(text) => ReasoningConfigurationState.EXPLICITLY_DISABLED,
_ => GetLevelState(value),
};
/// <summary>
/// Interpret llama.cpp's <c>reasoning</c> mode value.
/// </summary>
/// <param name="value">The configured llama.cpp reasoning mode.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// <c>auto</c> means the server decides from the model/template, so it is treated as
/// not configured by the user rather than as explicitly enabled.
/// </remarks>
private static ReasoningConfigurationState GetLlamaCppReasoningModeState(object? value) => value switch
{
string text when text.Equals("on", StringComparison.OrdinalIgnoreCase) => ReasoningConfigurationState.EXPLICITLY_ENABLED,
string text when text.Equals("off", StringComparison.OrdinalIgnoreCase) => ReasoningConfigurationState.EXPLICITLY_DISABLED,
string text when text.Equals("auto", StringComparison.OrdinalIgnoreCase) => ReasoningConfigurationState.NOT_CONFIGURED,
_ => GetLevelState(value),
};
/// <summary>
/// Interpret token-budget style values used by several providers.
/// </summary>
/// <param name="value">The configured budget value.</param>
/// <returns>The detected reasoning configuration state.</returns>
/// <remarks>
/// A zero budget disables reasoning; non-zero values, including unrestricted negative
/// budgets, indicate that reasoning is available for the request.
/// </remarks>
private static ReasoningConfigurationState GetBudgetState(object? value) => value switch
{
int i => i is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
long l => l is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
double d => Math.Abs(d) < double.Epsilon ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
decimal m => m is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
_ => GetLevelState(value),
};
/// <summary>
/// Interpret common boolean, numeric, and level-style reasoning values.
/// </summary>
/// <param name="value">The raw parsed parameter value.</param>
/// <returns>The detected reasoning configuration state.</returns>
private static ReasoningConfigurationState GetLevelState(object? value) => value switch
{
bool booleanValue => booleanValue ? ReasoningConfigurationState.EXPLICITLY_ENABLED : ReasoningConfigurationState.EXPLICITLY_DISABLED,
int i => i is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
long l => l is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
double d => Math.Abs(d) < double.Epsilon ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
decimal m => m is 0 ? ReasoningConfigurationState.EXPLICITLY_DISABLED : ReasoningConfigurationState.EXPLICITLY_ENABLED,
string text when IsDisabledText(text) => ReasoningConfigurationState.EXPLICITLY_DISABLED,
string text when IsEnabledText(text) => ReasoningConfigurationState.EXPLICITLY_ENABLED,
_ => ReasoningConfigurationState.NOT_CONFIGURED,
};
/// <summary>
/// Determine whether a string value is a known reasoning-enabling value.
/// </summary>
/// <param name="text">The string value to inspect.</param>
/// <returns><see langword="true"/> if the value should be treated as enabling reasoning.</returns>
private static bool IsEnabledText(string text)
{
return text.Equals("true", StringComparison.OrdinalIgnoreCase) ||
text.Equals("yes", StringComparison.OrdinalIgnoreCase) ||
text.Equals("on", StringComparison.OrdinalIgnoreCase) ||
text.Equals("enabled", StringComparison.OrdinalIgnoreCase) ||
text.Equals("low", StringComparison.OrdinalIgnoreCase) ||
text.Equals("minimal", StringComparison.OrdinalIgnoreCase) ||
text.Equals("medium", StringComparison.OrdinalIgnoreCase) ||
text.Equals("high", StringComparison.OrdinalIgnoreCase) ||
text.Equals("max", StringComparison.OrdinalIgnoreCase);
}
/// <summary>
/// Determine whether a string value is a known reasoning-disabling value.
/// </summary>
/// <param name="text">The string value to inspect.</param>
/// <returns><see langword="true"/> if the value should be treated as disabling reasoning.</returns>
private static bool IsDisabledText(string text)
{
return string.IsNullOrWhiteSpace(text) ||
text.Equals("false", StringComparison.OrdinalIgnoreCase) ||
text.Equals("no", StringComparison.OrdinalIgnoreCase) ||
text.Equals("off", StringComparison.OrdinalIgnoreCase) ||
text.Equals("none", StringComparison.OrdinalIgnoreCase) ||
text.Equals("disabled", StringComparison.OrdinalIgnoreCase);
}
/// <summary>
/// Merge multiple detected reasoning states into a single state.
/// </summary>
/// <param name="states">The detected states from provider-specific parameter checks.</param>
/// <returns>The merged state.</returns>
/// <remarks>
/// Explicit disabling wins over enabling because user-provided off switches should
/// suppress default-on reasoning indicators.
/// </remarks>
private static ReasoningConfigurationState MergeReasoningStates(IEnumerable<ReasoningConfigurationState> states)
{
var result = ReasoningConfigurationState.NOT_CONFIGURED;
foreach (var state in states)
{
if (state is ReasoningConfigurationState.EXPLICITLY_DISABLED)
return ReasoningConfigurationState.EXPLICITLY_DISABLED;
if (state is ReasoningConfigurationState.EXPLICITLY_ENABLED)
result = ReasoningConfigurationState.EXPLICITLY_ENABLED;
}
return result;
}
/// <summary>
/// Merge multiple detected reasoning states into a single state.
/// </summary>
/// <param name="states">The detected states from provider-specific parameter checks.</param>
/// <returns>The merged state.</returns>
private static ReasoningConfigurationState MergeReasoningStates(params ReasoningConfigurationState[] states)
{
return MergeReasoningStates(states.AsEnumerable());
}
/// <summary>
/// Try to read a parameter from a dictionary using case-insensitive key matching.
/// </summary>
/// <param name="parameters">The parsed parameter dictionary.</param>
/// <param name="key">The parameter name to find.</param>
/// <param name="value">The matched parameter value, if found.</param>
/// <returns><see langword="true"/> if a matching key was found; otherwise <see langword="false"/>.</returns>
private static bool TryGetParameter(IDictionary<string, object> parameters, string key, out object? value)
{
value = null;
if (parameters.Count is 0)
return false;
var foundKey = parameters.Keys.FirstOrDefault(k => string.Equals(k, key, StringComparison.OrdinalIgnoreCase));
if (foundKey is null)
return false;
value = parameters[foundKey];
return true;
}
}

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@ -1,4 +1,5 @@
# v26.6.3, build 243 (2026-06-xx xx:xx UTC)
- Improved the provider selection by showing small capability icons for supported audio, image, speech, and reasoning features of the selected model.
- Improved source links in chat answers when file or document names contained spaces, umlauts, or other special characters. Source entries now open much more reliably for documents with names such as PDFs from shared portals or internal knowledge bases.
- Improved all assistants, so running tasks can continue when you leave the assistant and return later.
- Improved the assistant overview so it shows which assistants are still running or have a result ready.