Add confidence levels (#140)

This commit is contained in:
Thorsten Sommer 2024-09-11 23:08:02 +02:00 committed by GitHub
parent 222c1e929f
commit 4722c1baa1
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
44 changed files with 564 additions and 60 deletions

View File

@ -1,5 +1,6 @@
<wpf:ResourceDictionary xml:space="preserve" xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml" xmlns:s="clr-namespace:System;assembly=mscorlib" xmlns:ss="urn:shemas-jetbrains-com:settings-storage-xaml" xmlns:wpf="http://schemas.microsoft.com/winfx/2006/xaml/presentation">
<s:String x:Key="/Default/CodeStyle/Naming/CSharpNaming/Abbreviations/=AI/@EntryIndexedValue">AI</s:String>
<s:String x:Key="/Default/CodeStyle/Naming/CSharpNaming/Abbreviations/=LLM/@EntryIndexedValue">LLM</s:String>
<s:String x:Key="/Default/CodeStyle/Naming/CSharpNaming/Abbreviations/=LM/@EntryIndexedValue">LM</s:String>
<s:String x:Key="/Default/CodeStyle/Naming/CSharpNaming/Abbreviations/=MSG/@EntryIndexedValue">MSG</s:String>
<s:Boolean x:Key="/Default/UserDictionary/Words/=ollama/@EntryIndexedValue">True</s:Boolean>

View File

@ -48,8 +48,4 @@
}
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelecting())" @bind-Value="@this.selectedTargetLanguage" ValidateSelection="@this.ValidateTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Target language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom target language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.CreateAgenda()">
Create agenda
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -97,6 +97,10 @@ public partial class AssistantAgenda : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Create Agenda";
protected override Func<Task> SubmitAction => this.CreateAgenda;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -8,12 +8,16 @@
<ChildContent>
<MudForm @ref="@(this.form)" @bind-IsValid="@(this.inputIsValid)" @bind-Errors="@(this.inputIssues)" Class="pr-2">
<MudText Typo="Typo.body1" Align="Align.Justify" Class="mb-6">
@(this.Description)
@this.Description
</MudText>
@if (this.Body is not null)
{
@(this.Body)
@this.Body
<MudButton Disabled="@this.SubmitDisabled" Variant="Variant.Filled" Class="mb-3" OnClick="() => this.SubmitAction()" Style="@this.SubmitButtonStyle">
@this.SubmitText
</MudButton>
}
</MudForm>
<Issues IssuesData="@(this.inputIssues)"/>
@ -93,7 +97,12 @@
<MudButton Variant="Variant.Filled" Color="Color.Warning" StartIcon="@Icons.Material.Filled.Refresh" OnClick="() => this.InnerResetForm()">
Reset
</MudButton>
@if (this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence)
{
<ConfidenceInfo Mode="ConfidenceInfoMode.BUTTON" Provider="@this.providerSettings.UsedProvider"/>
}
@if (this.AllowProfiles && this.ShowProfileSelection)
{
<ProfileSelection MarginLeft="" @bind-CurrentProfile="@this.currentProfile"/>

View File

@ -52,6 +52,12 @@ public abstract partial class AssistantBase : ComponentBase
protected abstract bool MightPreselectValues();
protected abstract string SubmitText { get; }
protected abstract Func<Task> SubmitAction { get; }
protected virtual bool SubmitDisabled => false;
private protected virtual RenderFragment? Body => null;
protected virtual bool ShowResult => true;
@ -107,6 +113,8 @@ public abstract partial class AssistantBase : ComponentBase
}
#endregion
private string SubmitButtonStyle => this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence ? this.providerSettings.UsedProvider.GetConfidence(this.SettingsManager).StyleBorder() : string.Empty;
protected string? ValidatingProvider(AIStudio.Settings.Provider provider)
{

View File

@ -24,8 +24,4 @@
</MudStack>
<MudTextField T="string" @bind-Text="@this.questions" Validation="@this.ValidateQuestions" AdornmentIcon="@Icons.Material.Filled.QuestionMark" Adornment="Adornment.Start" Label="Your question(s)" Variant="Variant.Outlined" Lines="6" AutoGrow="@true" MaxLines="12" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Color="Color.Info" OnClick="() => this.GetSupport()" Class="mb-3">
Get support
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -28,6 +28,10 @@ public partial class AssistantCoding : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Get Support";
protected override Func<Task> SubmitAction => this.GetSupport;
protected override void ResetFrom()
{
this.codingContexts.Clear();

View File

@ -20,8 +20,4 @@
<MudTextField T="string" @bind-Text="@this.inputName" Label="(Optional) Your name for the closing salutation" Adornment="Adornment.Start" AdornmentIcon="@Icons.Material.Filled.Person" Variant="Variant.Outlined" Margin="Margin.Dense" UserAttributes="@USER_INPUT_ATTRIBUTES" HelperText="Your name for the closing salutation of your e-mail." Class="mb-3"/>
<EnumSelection T="WritingStyles" NameFunc="@(style => style.Name())" @bind-Value="@this.selectedWritingStyle" Icon="@Icons.Material.Filled.Edit" Label="Select the writing style" ValidateSelection="@this.ValidateWritingStyle"/>
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelecting())" @bind-Value="@this.selectedTargetLanguage" ValidateSelection="@this.ValidateTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Target language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom target language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.CreateMail()">
Create e-mail
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -24,6 +24,10 @@ public partial class AssistantEMail : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Create email";
protected override Func<Task> SubmitAction => this.CreateMail;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -3,8 +3,4 @@
<MudTextField T="string" @bind-Text="@this.inputText" Validation="@this.ValidateText" AdornmentIcon="@Icons.Material.Filled.DocumentScanner" Adornment="Adornment.Start" Label="Your input to check" Variant="Variant.Outlined" Lines="6" AutoGrow="@true" MaxLines="12" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelectingOptional())" @bind-Value="@this.selectedTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.ProofreadText()">
Proofread
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -41,6 +41,10 @@ public partial class AssistantGrammarSpelling : AssistantBaseCore
},
];
protected override string SubmitText => "Proofread";
protected override Func<Task> SubmitAction => this.ProofreadText;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -15,8 +15,4 @@
<MudButton Href="@this.selectedIconSource.URL()" Target="_blank" Variant="Variant.Filled" Size="Size.Medium">Open website</MudButton>
}
</MudStack>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.FindIcon()">
Find icon
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -29,6 +29,10 @@ public partial class AssistantIconFinder : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Find Icon";
protected override Func<Task> SubmitAction => this.FindIcon;
protected override void ResetFrom()
{
this.inputContext = string.Empty;

View File

@ -8,8 +8,4 @@
<MudTextField T="string" Disabled="@this.isAgentRunning" @bind-Text="@this.inputLegalDocument" Validation="@this.ValidatingLegalDocument" AdornmentIcon="@Icons.Material.Filled.DocumentScanner" Adornment="Adornment.Start" Label="Legal document" Variant="Variant.Outlined" Lines="12" AutoGrow="@true" MaxLines="24" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<MudTextField T="string" Disabled="@this.isAgentRunning" @bind-Text="@this.inputQuestions" Validation="@this.ValidatingQuestions" AdornmentIcon="@Icons.Material.Filled.QuestionAnswer" Adornment="Adornment.Start" Label="Your questions" Variant="Variant.Outlined" Lines="6" AutoGrow="@true" MaxLines="12" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Disabled="@this.isAgentRunning" Variant="Variant.Filled" Class="mb-3" OnClick="() => this.AksQuestions()">
Ask your questions
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -24,6 +24,12 @@ public partial class AssistantLegalCheck : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Ask your questions";
protected override Func<Task> SubmitAction => this.AksQuestions;
protected override bool SubmitDisabled => this.isAgentRunning;
protected override void ResetFrom()
{
this.inputLegalDocument = string.Empty;

View File

@ -4,8 +4,4 @@
<ProfileFormSelection Validation="@this.ValidateProfile" @bind-Profile="@this.currentProfile"/>
<MudTextField T="string" @bind-Text="@this.inputText" Validation="@this.ValidatingText" AdornmentIcon="@Icons.Material.Filled.DocumentScanner" Adornment="Adornment.Start" Label="Text or email" Variant="Variant.Outlined" Lines="12" AutoGrow="@true" MaxLines="24" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelectingOptional())" @bind-Value="@this.selectedTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Target language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom target language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.AnalyzeText()">
Analyze text
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -28,6 +28,10 @@ public partial class AssistantMyTasks : AssistantBaseCore
""";
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Analyze text";
protected override Func<Task> SubmitAction => this.AnalyzeText;
protected override bool ShowProfileSelection => false;

View File

@ -5,8 +5,4 @@
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelectingOptional())" @bind-Value="@this.selectedTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom language" />
<EnumSelection T="WritingStyles" NameFunc="@(style => style.Name())" @bind-Value="@this.selectedWritingStyle" Icon="@Icons.Material.Filled.Edit" Label="Writing style" AllowOther="@false" />
<EnumSelection T="SentenceStructure" NameFunc="@(voice => voice.Name())" @bind-Value="@this.selectedSentenceStructure" Icon="@Icons.Material.Filled.Person4" Label="Sentence structure" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.RewriteText()">
Improve
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -42,6 +42,10 @@ public partial class AssistantRewriteImprove : AssistantBaseCore
},
];
protected override string SubmitText => "Improve";
protected override Func<Task> SubmitAction => this.RewriteText;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -6,7 +6,3 @@
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelectingOptional())" @bind-Value="@this.selectedLanguage" Icon="@Icons.Material.Filled.Translate" Label="Language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom target language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.FindSynonyms()">
Get synonyms
</MudButton>

View File

@ -51,6 +51,10 @@ public partial class AssistantSynonyms : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Find synonyms";
protected override Func<Task> SubmitAction => this.FindSynonyms;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -9,8 +9,4 @@
<MudTextField T="string" Disabled="@this.isAgentRunning" @bind-Text="@this.inputText" Validation="@this.ValidatingText" AdornmentIcon="@Icons.Material.Filled.DocumentScanner" Adornment="Adornment.Start" Label="Your input" Variant="Variant.Outlined" Lines="6" AutoGrow="@true" MaxLines="12" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.Name())" @bind-Value="@this.selectedTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Target language" AllowOther="@true" @bind-OtherInput="@this.customTargetLanguage" OtherValue="CommonLanguages.OTHER" LabelOther="Custom target language" ValidateOther="@this.ValidateCustomLanguage" />
<EnumSelection T="Complexity" NameFunc="@(complexity => complexity.Name())" @bind-Value="@this.selectedComplexity" Icon="@Icons.Material.Filled.Layers" Label="Target complexity" AllowOther="@true" @bind-OtherInput="@this.expertInField" OtherValue="Complexity.SCIENTIFIC_LANGUAGE_OTHER_EXPERTS" LabelOther="Your expertise" ValidateOther="@this.ValidateExpertInField" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Variant="Variant.Filled" Class="mb-3" OnClick="() => this.SummarizeText()" Disabled="@this.isAgentRunning">
Summarize
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -29,6 +29,12 @@ public partial class AssistantTextSummarizer : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Summarize";
protected override Func<Task> SubmitAction => this.SummarizeText;
protected override bool SubmitDisabled => this.isAgentRunning;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -17,8 +17,4 @@ else
}
<EnumSelection T="CommonLanguages" NameFunc="@(language => language.NameSelecting())" @bind-Value="@this.selectedTargetLanguage" ValidateSelection="@this.ValidatingTargetLanguage" Icon="@Icons.Material.Filled.Translate" Label="Target language" AllowOther="@true" OtherValue="CommonLanguages.OTHER" @bind-OtherInput="@this.customTargetLanguage" ValidateOther="@this.ValidateCustomLanguage" LabelOther="Custom target language" />
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
<MudButton Disabled="@this.isAgentRunning" Variant="Variant.Filled" Class="mb-3" OnClick="() => this.TranslateText(force: true)">
Translate
</MudButton>
<ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>

View File

@ -25,6 +25,12 @@ public partial class AssistantTranslation : AssistantBaseCore
protected override IReadOnlyList<IButtonData> FooterButtons => [];
protected override string SubmitText => "Translate";
protected override Func<Task> SubmitAction => () => this.TranslateText(true);
protected override bool SubmitDisabled => this.isAgentRunning;
protected override ChatThread ConvertToChatThread => (this.chatThread ?? new()) with
{
SystemPrompt = SystemPrompts.DEFAULT,

View File

@ -0,0 +1,56 @@
@using AIStudio.Provider
<div class="d-flex">
@if (this.Mode is ConfidenceInfoMode.ICON)
{
<MudIconButton Icon="@Icons.Material.Filled.Security" Class="confidence-icon" Style="@this.Provider.GetConfidence(this.SettingsManager).SetColorStyle()" OnClick="@(() => this.ToggleConfidence())"/>
}
else
{
<MudButton Variant="Variant.Filled" StartIcon="@Icons.Material.Filled.Security" IconClass="confidence-icon" Style="@this.Provider.GetConfidence(this.SettingsManager).SetColorStyle()" OnClick="@(() => this.ToggleConfidence())">
Confidence
</MudButton>
}
<MudPopover Open="@this.showConfidence" AnchorOrigin="Origin.TopLeft" TransformOrigin="Origin.BottomLeft" Style="@this.GetPopoverStyle()" DropShadow="@true" Class="border-solid border-4 rounded-lg">
<MudCard>
<MudCardHeader>
<CardHeaderContent>
<MudText Typo="Typo.h5">Confidence Card</MudText>
</CardHeaderContent>
</MudCardHeader>
<MudCardContent>
<MudText Typo="Typo.h6">Description</MudText>
<MudMarkdown Value="@this.currentConfidence.Description"/>
@if (this.currentConfidence.Sources.Count > 0)
{
<MudText Typo="Typo.h6">Sources</MudText>
<MudList T="@string">
@foreach (var sourceTuple in this.GetConfidenceSources())
{
<MudListItem Icon="@Icons.Material.Filled.Link" Href="@sourceTuple.Source" Target="_blank" Text="@sourceTuple.Index"/>
}
</MudList>
}
@if (!string.IsNullOrWhiteSpace(this.currentConfidence.Region))
{
<MudText Typo="Typo.h6">Region</MudText>
<MudText Typo="Typo.body1" Class="mb-3">
<b>@this.currentConfidence.Region</b>
</MudText>
}
<MudText Typo="Typo.h6">Confidence Level</MudText>
<MudText Typo="Typo.body1" Style="@this.GetCurrentConfidenceColor()">
<b>@this.currentConfidence.Level.GetName()</b>
</MudText>
</MudCardContent>
<MudCardActions>
<MudButton Variant="Variant.Filled" OnClick="@(() => this.HideConfidence())">
Close
</MudButton>
</MudCardActions>
</MudCard>
</MudPopover>
</div>

View File

@ -0,0 +1,57 @@
using AIStudio.Provider;
using AIStudio.Settings;
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class ConfidenceInfo : ComponentBase
{
[Parameter]
public ConfidenceInfoMode Mode { get; set; } = ConfidenceInfoMode.BUTTON;
[Parameter]
public Providers Provider { get; set; }
[Inject]
private SettingsManager SettingsManager { get; init; } = null!;
private Confidence currentConfidence;
private bool showConfidence;
public ConfidenceInfo()
{
this.currentConfidence = Providers.NONE.GetConfidence(this.SettingsManager);
}
#region Overrides of ComponentBase
protected override async Task OnParametersSetAsync()
{
this.currentConfidence = this.Provider.GetConfidence(this.SettingsManager);
await base.OnParametersSetAsync();
}
#endregion
private void ToggleConfidence()
{
this.showConfidence = !this.showConfidence;
}
private void HideConfidence()
{
this.showConfidence = false;
}
private IEnumerable<(string Index, string Source)> GetConfidenceSources()
{
var index = 0;
foreach (var source in this.currentConfidence.Sources)
yield return ($"Source {++index}", source);
}
private string GetCurrentConfidenceColor() => $"color: {this.currentConfidence.Level.GetColor()};";
private string GetPopoverStyle() => $"border-color: {this.currentConfidence.Level.GetColor()}; max-width: calc(35vw);";
}

View File

@ -0,0 +1,7 @@
namespace AIStudio.Components;
public enum ConfidenceInfoMode
{
BUTTON,
ICON,
}

View File

@ -28,7 +28,7 @@
</ChildContent>
<FooterContent>
<MudElement Style="flex: 0 0 auto;">
<MudTextField T="string" @ref="@this.inputField" @bind-Text="@this.userInput" Variant="Variant.Outlined" AutoGrow="@true" Lines="3" MaxLines="12" Label="@this.InputLabel" Placeholder="@this.ProviderPlaceholder" Adornment="Adornment.End" AdornmentIcon="@Icons.Material.Filled.Send" OnAdornmentClick="() => this.SendMessage()" ReadOnly="!this.IsProviderSelected || this.isStreaming" Immediate="@true" OnKeyUp="this.InputKeyEvent" UserAttributes="@USER_INPUT_ATTRIBUTES"/>
<MudTextField T="string" @ref="@this.inputField" @bind-Text="@this.userInput" Variant="Variant.Outlined" AutoGrow="@true" Lines="3" MaxLines="12" Label="@this.InputLabel" Placeholder="@this.ProviderPlaceholder" Adornment="Adornment.End" AdornmentIcon="@Icons.Material.Filled.Send" OnAdornmentClick="() => this.SendMessage()" ReadOnly="!this.IsProviderSelected || this.isStreaming" Immediate="@true" OnKeyUp="this.InputKeyEvent" UserAttributes="@USER_INPUT_ATTRIBUTES" Class="@this.UserInputClass" Style="@this.UserInputStyle"/>
</MudElement>
<MudToolBar WrapContent="true" Gutters="@false" Class="border border-solid rounded" Style="border-color: lightgrey;">
@if (this.SettingsManager.ConfigurationData.Workspace.StorageBehavior is not WorkspaceStorageBehavior.DISABLE_WORKSPACES)
@ -70,6 +70,11 @@
</MudTooltip>
}
@if (this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence)
{
<ConfidenceInfo Mode="ConfidenceInfoMode.ICON" Provider="@this.providerSettings.UsedProvider"/>
}
<ProfileSelection CurrentProfile="@this.currentProfile" CurrentProfileChanged="@this.ProfileWasChanged" />
</MudToolBar>
</FooterContent>

View File

@ -120,6 +120,10 @@ public partial class Chat : MSGComponentBase, IAsyncDisposable
private string TooltipAddChatToWorkspace => $"Start new chat in workspace \"{this.currentWorkspaceName}\"";
private string UserInputStyle => this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence ? this.providerSettings.UsedProvider.GetConfidence(this.SettingsManager).SetColorStyle() : string.Empty;
private string UserInputClass => this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence ? "confidence-border" : string.Empty;
private void ProfileWasChanged(Profile profile)
{
this.currentProfile = profile;

View File

@ -17,7 +17,7 @@
task. As an LLM provider, you can also choose local providers. However, to use this app, you must
configure at least one provider.
</MudJustifiedText>
<MudTable Items="@this.SettingsManager.ConfigurationData.Providers" Class="border-dashed border rounded-lg">
<MudTable Items="@this.SettingsManager.ConfigurationData.Providers" Hover="@true" Class="border-dashed border rounded-lg">
<ColGroup>
<col style="width: 3em;"/>
<col style="width: 12em;"/>
@ -72,6 +72,56 @@
<MudButton Variant="Variant.Filled" Color="@Color.Primary" StartIcon="@Icons.Material.Filled.AddRoad" Class="mt-3 mb-6" OnClick="@this.AddProvider">
Add Provider
</MudButton>
<MudText Typo="Typo.h4" Class="mb-3">LLM Provider Confidence</MudText>
<MudJustifiedText Class="mb-3">
Do you want to always be able to recognize how trustworthy your LLM providers are? This way,
you keep control over which provider you send your data to. You have two options for this:
Either you choose a common schema, or you configure the trust levels for each LLM provider yourself.
</MudJustifiedText>
<ConfigurationOption OptionDescription="Show provider's confidence level?" LabelOn="Yes, show me the confidence level" LabelOff="No, please hide the confidence level" State="@(() => this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence = updatedState)" OptionHelp="When enabled, we show you the confidence level for the selected provider in the app. This helps you assess where you are sending your data at any time. Example: are you currently working with sensitive data? Then choose a particularly trustworthy provider, etc."/>
@if (this.SettingsManager.ConfigurationData.LLMProviders.ShowProviderConfidence)
{
<ConfigurationSelect OptionDescription="Select a confidence scheme" SelectedValue="@(() => this.SettingsManager.ConfigurationData.LLMProviders.ConfidenceScheme)" Data="@ConfigurationSelectDataFactory.GetConfidenceSchemesData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.LLMProviders.ConfidenceScheme = selectedValue)" OptionHelp="Choose the scheme that best suits you and your life. Do you trust any western provider? Or only providers from the USA or exclusively European providers? Then choose the appropriate scheme. Alternatively, you can assign the confidence levels to each provider yourself."/>
@if (this.SettingsManager.ConfigurationData.LLMProviders.ConfidenceScheme is ConfidenceSchemes.CUSTOM)
{
<MudTable Items="@(Enum.GetValues<Providers>().Where(x => x is not Providers.NONE))" Hover="@true" Class="border-dashed border rounded-lg">
<ColGroup>
<col style="width: 12em;"/>
<col/>
<col style="width: 22em;"/>
</ColGroup>
<HeaderContent>
<MudTh>LLM Provider</MudTh>
<MudTh>Description</MudTh>
<MudTh>Confidence Level</MudTh>
</HeaderContent>
<RowTemplate>
<MudTd Style="vertical-align: top;">
@context.ToName()
</MudTd>
<MudTd>
<MudMarkdown Value="@context.GetConfidence(this.SettingsManager).Description"/>
</MudTd>
<MudTd Style="vertical-align: top;">
<MudMenu StartIcon="@Icons.Material.Filled.Security" EndIcon="@Icons.Material.Filled.KeyboardArrowDown" Label="@this.GetCurrentConfidenceLevelName(context)" Variant="Variant.Filled" Style="@this.SetCurrentConfidenceLevelColorStyle(context)">
@foreach (var confidenceLevel in Enum.GetValues<ConfidenceLevel>().OrderBy(n => n))
{
if(confidenceLevel is ConfidenceLevel.NONE or ConfidenceLevel.UNKNOWN)
continue;
<MudMenuItem OnClick="@(async () => await this.ChangeCustomConfidenceLevel(context, confidenceLevel))">
@confidenceLevel.GetName()
</MudMenuItem>
}
</MudMenu>
</MudTd>
</RowTemplate>
</MudTable>
}
}
</ExpansionPanel>
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.Person4" HeaderText="Configure Profiles">
@ -88,7 +138,7 @@
code. In these profiles, you can record how much experience you have or which methods you like or
dislike using. Later, you can choose when and where you want to use each profile.
</MudJustifiedText>
<MudTable Items="@this.SettingsManager.ConfigurationData.Profiles" Class="border-dashed border rounded-lg">
<MudTable Items="@this.SettingsManager.ConfigurationData.Profiles" Hover="@true" Class="border-dashed border rounded-lg">
<ColGroup>
<col style="width: 3em;"/>
<col/>

View File

@ -160,6 +160,28 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
this.availableProviders.Add(new (provider.InstanceName, provider.Id));
}
private string GetCurrentConfidenceLevelName(Providers provider)
{
if (this.SettingsManager.ConfigurationData.LLMProviders.CustomConfidenceScheme.TryGetValue(provider, out var level))
return level.GetName();
return "Not yet configured";
}
private string SetCurrentConfidenceLevelColorStyle(Providers provider)
{
if (this.SettingsManager.ConfigurationData.LLMProviders.CustomConfidenceScheme.TryGetValue(provider, out var level))
return $"background-color: {level.GetColor()};";
return $"background-color: {ConfidenceLevel.UNKNOWN.GetColor()};";
}
private async Task ChangeCustomConfidenceLevel(Providers provider, ConfidenceLevel level)
{
this.SettingsManager.ConfigurationData.LLMProviders.CustomConfidenceScheme[provider] = level;
await this.SettingsManager.StoreSettings();
}
#endregion
#region Profile related

View File

@ -0,0 +1,65 @@
namespace AIStudio.Provider;
public sealed record Confidence
{
public ConfidenceLevel Level { get; private init; } = ConfidenceLevel.UNKNOWN;
public string Region { get; private init; } = string.Empty;
public string Description { get; private init; } = string.Empty;
public List<string> Sources { get; private init; } = [];
private Confidence()
{
}
public Confidence WithSources(params string[] sources) => this with { Sources = sources.ToList() };
public Confidence WithRegion(string region) => this with { Region = region };
public Confidence WithLevel(ConfidenceLevel level) => this with { Level = level };
public string StyleBorder() => $"border: 2px solid {this.Level.GetColor()}; border-radius: 6px;";
public string SetColorStyle() => $"--confidence-color: {this.Level.GetColor()};";
public static readonly Confidence NONE = new()
{
Level = ConfidenceLevel.NONE,
Description =
"""
No provider selected. Please select a provider to get see its confidence level.
""",
};
public static readonly Confidence USA_NOT_TRUSTED = new()
{
Level = ConfidenceLevel.UNTRUSTED,
Description = "The provider operates its service from the USA and is subject to **U.S. jurisdiction**. In case of suspicion, authorities in the USA can access your data. The provider's terms of service state that **all your data can be used by the provider at will.**",
};
public static readonly Confidence UNKNOWN = new()
{
Level = ConfidenceLevel.UNKNOWN,
Description = "The trust level of this provider **has not yet** been thoroughly **investigated and evaluated**. We do not know if your data is safe.",
};
public static readonly Confidence USA_NO_TRAINING = new()
{
Level = ConfidenceLevel.MODERATE,
Description = "The provider operates its service from the USA and is subject to **US jurisdiction**. In case of suspicion, authorities in the USA can access your data. However, **your data is not used for training** purposes.",
};
public static readonly Confidence GDPR_NO_TRAINING = new()
{
Level = ConfidenceLevel.MEDIUM,
Description = "The provider is located in the EU and is subject to the **GDPR** (General Data Protection Regulation). Additionally, the provider states that **your data is not used for training**.",
};
public static readonly Confidence SELF_HOSTED = new()
{
Level = ConfidenceLevel.HIGH,
Description = "You or your organization operate the LLM locally or within your trusted network. In terms of data processing and security, this is the best possible way.",
};
}

View File

@ -0,0 +1,18 @@
namespace AIStudio.Provider;
public enum ConfidenceLevel
{
NONE = 0,
UNTRUSTED = 1,
UNKNOWN = 10,
VERY_LOW = 90,
LOW = 100,
MODERATE = 150,
MEDIUM = 200,
HIGH = 300,
}

View File

@ -0,0 +1,34 @@
namespace AIStudio.Provider;
public static class ConfidenceLevelExtensions
{
public static string GetName(this ConfidenceLevel level) => level switch
{
ConfidenceLevel.NONE => "No provider selected",
ConfidenceLevel.UNTRUSTED => "Untrusted",
ConfidenceLevel.VERY_LOW => "Very Low",
ConfidenceLevel.LOW => "Low",
ConfidenceLevel.MODERATE => "Moderate",
ConfidenceLevel.MEDIUM => "Medium",
ConfidenceLevel.HIGH => "High",
_ => "Unknown confidence level",
};
public static string GetColor(this ConfidenceLevel level) => level switch
{
ConfidenceLevel.NONE => "#cccccc",
ConfidenceLevel.UNTRUSTED => "#ff0000",
ConfidenceLevel.VERY_LOW => "#ff6600",
ConfidenceLevel.LOW => "#ffcc00",
ConfidenceLevel.MODERATE => "#99cc00",
ConfidenceLevel.MEDIUM => "#86b300",
ConfidenceLevel.HIGH => "#009933",
_ => "#cc6600",
};
public static string SetColorStyle(this ConfidenceLevel level) => $"--confidence-color: {level.GetColor()};";
}

View File

@ -3,6 +3,7 @@ using AIStudio.Provider.Fireworks;
using AIStudio.Provider.Mistral;
using AIStudio.Provider.OpenAI;
using AIStudio.Provider.SelfHosted;
using AIStudio.Settings;
namespace AIStudio.Provider;
@ -27,6 +28,33 @@ public static class ProvidersExtensions
_ => "Unknown",
};
/// <summary>
/// Get a provider's confidence.
/// </summary>
/// <param name="provider">The provider.</param>
/// <param name="settingsManager">The settings manager.</param>
/// <returns>The confidence of the provider.</returns>
public static Confidence GetConfidence(this Providers provider, SettingsManager settingsManager) => provider switch
{
Providers.NONE => Confidence.NONE,
Providers.FIREWORKS => Confidence.USA_NOT_TRUSTED.WithRegion("America, U.S.").WithSources("https://fireworks.ai/terms-of-service").WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
Providers.OPEN_AI => Confidence.USA_NO_TRAINING.WithRegion("America, U.S.").WithSources(
"https://openai.com/policies/terms-of-use/",
"https://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performance",
"https://openai.com/enterprise-privacy/"
).WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
Providers.ANTHROPIC => Confidence.USA_NO_TRAINING.WithRegion("America, U.S.").WithSources("https://www.anthropic.com/legal/commercial-terms").WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
Providers.MISTRAL => Confidence.GDPR_NO_TRAINING.WithRegion("Europe, France").WithSources("https://mistral.ai/terms/#terms-of-service-la-plateforme").WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
Providers.SELF_HOSTED => Confidence.SELF_HOSTED.WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
_ => Confidence.UNKNOWN.WithLevel(settingsManager.GetConfiguredConfidenceLevel(provider)),
};
/// <summary>
/// Creates a new provider instance based on the provider value.

View File

@ -136,4 +136,10 @@ public static class ConfigurationSelectDataFactory
foreach (var profile in profiles.GetAllProfiles())
yield return new(profile.Name, profile.Id);
}
public static IEnumerable<ConfigurationSelectData<ConfidenceSchemes>> GetConfidenceSchemesData()
{
foreach (var scheme in Enum.GetValues<ConfidenceSchemes>())
yield return new(scheme.GetListDescription(), scheme);
}
}

View File

@ -16,6 +16,11 @@ public sealed class Data
/// </summary>
public List<Provider> Providers { get; init; } = [];
/// <summary>
/// Settings concerning the LLM providers.
/// </summary>
public DataLLMProviders LLMProviders { get; init; } = new();
/// <summary>
/// List of configured profiles.
/// </summary>

View File

@ -0,0 +1,21 @@
using AIStudio.Provider;
namespace AIStudio.Settings.DataModel;
public sealed class DataLLMProviders
{
/// <summary>
/// Should we show the provider confidence level?
/// </summary>
public bool ShowProviderConfidence { get; set; } = true;
/// <summary>
/// Which confidence scheme to use.
/// </summary>
public ConfidenceSchemes ConfidenceScheme { get; set; } = ConfidenceSchemes.TRUST_USA_EUROPE;
/// <summary>
/// Provide custom confidence levels for each LLM provider.
/// </summary>
public Dictionary<Providers, ConfidenceLevel> CustomConfidenceScheme { get; set; } = new();
}

View File

@ -1,6 +1,7 @@
using System.Text.Json;
using System.Text.Json.Serialization;
using AIStudio.Provider;
using AIStudio.Settings.DataModel;
// ReSharper disable NotAccessedPositionalProperty.Local
@ -160,4 +161,57 @@ public sealed class SettingsManager(ILogger<SettingsManager> logger)
preselection = this.ConfigurationData.Profiles.FirstOrDefault(x => x.Id == this.ConfigurationData.App.PreselectedProfile);
return preselection != default ? preselection : Profile.NO_PROFILE;
}
public ConfidenceLevel GetConfiguredConfidenceLevel(Providers provider)
{
if(provider is Providers.NONE)
return ConfidenceLevel.NONE;
switch (this.ConfigurationData.LLMProviders.ConfidenceScheme)
{
case ConfidenceSchemes.TRUST_USA_EUROPE:
return provider switch
{
Providers.SELF_HOSTED => ConfidenceLevel.HIGH,
Providers.FIREWORKS => ConfidenceLevel.UNTRUSTED,
_ => ConfidenceLevel.MEDIUM,
};
case ConfidenceSchemes.TRUST_USA:
return provider switch
{
Providers.SELF_HOSTED => ConfidenceLevel.HIGH,
Providers.FIREWORKS => ConfidenceLevel.UNTRUSTED,
Providers.MISTRAL => ConfidenceLevel.LOW,
_ => ConfidenceLevel.MEDIUM,
};
case ConfidenceSchemes.TRUST_EUROPE:
return provider switch
{
Providers.SELF_HOSTED => ConfidenceLevel.HIGH,
Providers.FIREWORKS => ConfidenceLevel.UNTRUSTED,
Providers.MISTRAL => ConfidenceLevel.MEDIUM,
_ => ConfidenceLevel.LOW,
};
case ConfidenceSchemes.LOCAL_TRUST_ONLY:
return provider switch
{
Providers.SELF_HOSTED => ConfidenceLevel.HIGH,
Providers.FIREWORKS => ConfidenceLevel.UNTRUSTED,
_ => ConfidenceLevel.VERY_LOW,
};
case ConfidenceSchemes.CUSTOM:
return this.ConfigurationData.LLMProviders.CustomConfidenceScheme.GetValueOrDefault(provider, ConfidenceLevel.UNKNOWN);
default:
return ConfidenceLevel.UNKNOWN;
}
}
}

View File

@ -0,0 +1,12 @@
namespace AIStudio.Tools;
public enum ConfidenceSchemes
{
TRUST_USA_EUROPE = 0,
TRUST_USA = 1,
TRUST_EUROPE = 2,
LOCAL_TRUST_ONLY = 3,
CUSTOM = 10_000,
}

View File

@ -0,0 +1,16 @@
namespace AIStudio.Tools;
public static class ConfidenceSchemesExtensions
{
public static string GetListDescription(this ConfidenceSchemes scheme) => scheme switch
{
ConfidenceSchemes.TRUST_USA_EUROPE => "Trust LLM providers from the USA and Europe",
ConfidenceSchemes.TRUST_USA => "Trust LLM providers from the USA",
ConfidenceSchemes.TRUST_EUROPE => "Trust LLM providers from Europe",
ConfidenceSchemes.LOCAL_TRUST_ONLY => "Trust only local LLM providers",
ConfidenceSchemes.CUSTOM => "Configure your own confidence scheme",
_ => "Unknown confidence scheme"
};
}

View File

@ -33,4 +33,17 @@
.mud-text-list .mud-list-item-icon {
margin-top: 4px;
}
:root {
--confidence-color: #000000;
}
.confidence-icon {
color: var(--confidence-color);
}
.confidence-border > .mud-input-control-input-container > .mud-input > .mud-input-outlined-border {
border-width: 2px;
border-color: var(--confidence-color) !important;
}

View File

@ -0,0 +1,7 @@
# v0.9.9, build 184 (2024-09-12 xx:xx UTC)
- Added confidence information to LLM providers.
- Added the possibility to choose from predefined confidence schemes.
- Added the possibility to define your own confidence scheme.
- Added an option to show/hide confidence information in the app.
- Added a visual indicator for confidence in the chat and all assistants.
- Added a confidence card to the chat and all assistants.