MindWorkAI/AI-Studio
MindWorkAI/AI-Studio
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Added embedding configurations (#224)

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Thorsten Sommer 2024-12-03 15:24:40 +01:00 committed by GitHub
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39 changed files with 1359 additions and 439 deletions
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4
README.md
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@ -9,10 +9,10 @@ Things we are currently working on:
- [x] ~~Define the [External Data API (EDI)](https://github.com/MindWorkAI/EDI) as a contract for integrating arbitrary external data (PR [#1](https://github.com/MindWorkAI/EDI/pull/1))~~
- [x] ~~App: Metadata for providers (which provider offers embeddings?) (PR [#205](https://github.com/MindWorkAI/AI-Studio/pull/205))~~
- [x] ~~App: Add an option to show preview features (PR [#222](https://github.com/MindWorkAI/AI-Studio/pull/222))~~
- [ ] App: Configure embedding providers
- [ ] ~~App: Configure embedding providers (PR [#224](https://github.com/MindWorkAI/AI-Studio/pull/224))~~
- [ ] App: Management of data sources (local & external data via [EDI](https://github.com/MindWorkAI/EDI))
- [ ] Runtime: Extract data from txt / md / pdf / docx / xlsx files
- [ ] Runtime: Implement internal embedding provider through [fastembed-rs](https://github.com/Anush008/fastembed-rs)
- [ ] (*Optional*) Runtime: Implement internal embedding provider through [fastembed-rs](https://github.com/Anush008/fastembed-rs)
- [ ] App: Implement external embedding providers
- [ ] App: Implement the process to vectorize one local file using embeddings
- [ ] Runtime: Integration of the vector database [LanceDB](https://github.com/lancedb/lancedb)

20
app/MindWork AI Studio/Components/PreviewAlpha.razor Normal file
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@ -0,0 +1,20 @@
<MudTooltip Placement="Placement.Bottom" Arrow="@true">
<ChildContent>
<MudChip T="string" Icon="@Icons.Material.Filled.FirstPage" Color="Color.Error" Class="mb-3">
Alpha
</MudChip>
</ChildContent>
<TooltipContent>
<div style="max-width: 22em;">
<MudText Typo="Typo.body2" Class="mb-3">
This feature is currently in the alpha phase.
Expect bugs and unfinished work.
</MudText>
<MudText Typo="Typo.body2">
Alpha phase means that we are working on the
last details before the beta phase.
</MudText>
</div>
</TooltipContent>
</MudTooltip>

5
app/MindWork AI Studio/Components/PreviewAlpha.razor.cs Normal file
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@ -0,0 +1,5 @@
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class PreviewAlpha : ComponentBase;

19
app/MindWork AI Studio/Components/PreviewBeta.razor Normal file
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@ -0,0 +1,19 @@
<MudTooltip Placement="Placement.Bottom" Arrow="@true">
<ChildContent>
<MudChip T="string" Icon="@Icons.Material.Filled.HourglassTop" Color="Color.Info" Class="mb-3">
Beta
</MudChip>
</ChildContent>
<TooltipContent>
<div style="max-width: 20em;">
<MudText Typo="Typo.body2" Class="mb-3">
This feature is currently in the beta phase.
It is still be possible that there are some bugs.
</MudText>
<MudText Typo="Typo.body2">
Beta phase means that we are testing the feature.
</MudText>
</div>
</TooltipContent>
</MudTooltip>

5
app/MindWork AI Studio/Components/PreviewBeta.razor.cs Normal file
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@ -0,0 +1,5 @@
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class PreviewBeta : ComponentBase;

22
app/MindWork AI Studio/Components/PreviewExperimental.razor Normal file
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@ -0,0 +1,22 @@
<MudTooltip Placement="Placement.Bottom" Arrow="@true">
<ChildContent>
<MudChip T="string" Icon="@Icons.Material.Filled.Science" Color="Color.Error" Class="mb-3">
Experimental
</MudChip>
</ChildContent>
<TooltipContent>
<div style="max-width: 26em;">
<MudText Typo="Typo.body2" Class="mb-3">
This feature is currently in the experimental phase.
Expect bugs, unfinished work, changes in future
versions, and more.
</MudText>
<MudText Typo="Typo.body2">
Experimental phase means that we have a vision for a feature
but not a clear plan yet. We are still exploring the
possibilities.
</MudText>
</div>
</TooltipContent>
</MudTooltip>

5
app/MindWork AI Studio/Components/PreviewExperimental.razor.cs Normal file
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@ -0,0 +1,5 @@
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class PreviewExperimental : ComponentBase;

21
app/MindWork AI Studio/Components/PreviewPrototype.razor Normal file
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@ -0,0 +1,21 @@
<MudTooltip Placement="Placement.Bottom" Arrow="@true">
<ChildContent>
<MudChip T="string" Icon="@Icons.Material.Filled.HourglassBottom" Color="Color.Error" Class="mb-3">
Prototype
</MudChip>
</ChildContent>
<TooltipContent>
<div style="max-width: 22em;">
<MudText Typo="Typo.body2" Class="mb-3">
This feature is currently in the prototype phase.
Expect bugs, unfinished work, changes in future
versions, and more.
</MudText>
<MudText Typo="Typo.body2">
Prototype phase means that we have a plan but we
are still working on it.
</MudText>
</div>
</TooltipContent>
</MudTooltip>

5
app/MindWork AI Studio/Components/PreviewPrototype.razor.cs Normal file
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@ -0,0 +1,5 @@
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class PreviewPrototype : ComponentBase;

19
app/MindWork AI Studio/Components/PreviewReleaseCandidate.razor Normal file
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@ -0,0 +1,19 @@
<MudTooltip Placement="Placement.Bottom" Arrow="@true">
<ChildContent>
<MudChip T="string" Icon="@Icons.Material.Filled.VerifiedUser" Color="Color.Success" Class="mb-3">
Release Candidate
</MudChip>
</ChildContent>
<TooltipContent>
<div style="max-width: 20em;">
<MudText Typo="Typo.body2" Class="mb-3">
This feature is about to be released. We think it's ready for production.
There should be no more bugs.
</MudText>
<MudText Typo="Typo.body2">
Release candidates are the final step before a feature is proven to be stable.
</MudText>
</div>
</TooltipContent>
</MudTooltip>

5
app/MindWork AI Studio/Components/PreviewReleaseCandidate.razor.cs Normal file
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@ -0,0 +1,5 @@
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components;
public partial class PreviewReleaseCandidate : ComponentBase;

118
app/MindWork AI Studio/Dialogs/EmbeddingDialog.razor Normal file
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@ -0,0 +1,118 @@
@using AIStudio.Provider
@using AIStudio.Provider.SelfHosted
<MudDialog>
<DialogContent>
<MudForm @ref="@this.form" @bind-IsValid="@this.dataIsValid" @bind-Errors="@this.dataIssues">
<MudStack Row="@true" AlignItems="AlignItems.Center">
@* ReSharper disable once CSharpWarnings::CS8974 *@
<MudSelect @bind-Value="@this.DataLLMProvider" Label="Provider" Class="mb-3" OpenIcon="@Icons.Material.Filled.AccountBalance" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingProvider">
@foreach (LLMProviders provider in Enum.GetValues(typeof(LLMProviders)))
{
if (provider.ProvideEmbeddings())
{
<MudSelectItem Value="@provider">@provider</MudSelectItem>
}
}
</MudSelect>
<MudButton Disabled="@(!this.DataLLMProvider.ShowRegisterButton())" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.OpenInBrowser" Href="@this.DataLLMProvider.GetCreationURL()" Target="_blank">Create account</MudButton>
</MudStack>
@* ReSharper disable once CSharpWarnings::CS8974 *@
<MudTextField
T="string"
@bind-Text="@this.dataAPIKey"
Label="@this.APIKeyText"
Disabled="@(!this.DataLLMProvider.IsAPIKeyNeeded(this.DataHost))"
Class="mb-3"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.VpnKey"
AdornmentColor="Color.Info"
InputType="InputType.Password"
Validation="@this.providerValidation.ValidatingAPIKey"
/>
<MudTextField
T="string"
@bind-Text="@this.DataHostname"
Label="Hostname"
Disabled="@(!this.DataLLMProvider.IsHostnameNeeded())"
Class="mb-3"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.Dns"
AdornmentColor="Color.Info"
Validation="@this.providerValidation.ValidatingHostname"
UserAttributes="@SPELLCHECK_ATTRIBUTES"
/>
<MudSelect Disabled="@(!this.DataLLMProvider.IsHostNeeded())" @bind-Value="@this.DataHost" Label="Host" Class="mb-3" OpenIcon="@Icons.Material.Filled.ExpandMore" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingHost">
@foreach (Host host in Enum.GetValues(typeof(Host)))
{
if (host.AreEmbeddingsSupported())
{
<MudSelectItem Value="@host">@host.Name()</MudSelectItem>
}
}
</MudSelect>
<MudStack Row="@true" AlignItems="AlignItems.Center">
@if (this.DataLLMProvider.IsEmbeddingModelProvidedManually(this.DataHost))
{
<MudTextField
T="string"
@bind-Text="@this.dataManuallyModel"
Label="Model"
Class="mb-3"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.Dns"
AdornmentColor="Color.Info"
Validation="@this.ValidateManuallyModel"
UserAttributes="@SPELLCHECK_ATTRIBUTES"
HelperText="Currently, we cannot query the embedding models of self-hosted systems. Therefore, enter the model name manually."
/>
}
else
{
<MudButton Disabled="@(!this.DataLLMProvider.CanLoadModels(this.DataHost, this.dataAPIKey))" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.Refresh" OnClick="this.ReloadModels">Load</MudButton>
<MudSelect Disabled="@this.IsNoneProvider" @bind-Value="@this.DataModel" Label="Model" Class="mb-3" OpenIcon="@Icons.Material.Filled.FaceRetouchingNatural" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingModel">
@foreach (var model in this.availableModels)
{
<MudSelectItem Value="@model">@model</MudSelectItem>
}
</MudSelect>
}
</MudStack>
@* ReSharper disable once CSharpWarnings::CS8974 *@
<MudTextField
T="string"
@bind-Text="@this.DataName"
Label="Instance Name"
Class="mb-3"
MaxLength="40"
Counter="40"
Immediate="@true"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.Lightbulb"
AdornmentColor="Color.Info"
Validation="@this.providerValidation.ValidatingInstanceName"
UserAttributes="@SPELLCHECK_ATTRIBUTES"
/>
</MudForm>
<Issues IssuesData="@this.dataIssues"/>
</DialogContent>
<DialogActions>
<MudButton OnClick="@this.Cancel" Variant="Variant.Filled">Cancel</MudButton>
<MudButton OnClick="@this.Store" Variant="Variant.Filled" Color="Color.Primary">
@if(this.IsEditing)
{
@:Update
}
else
{
@:Add
}
</MudButton>
</DialogActions>
</MudDialog>

258
app/MindWork AI Studio/Dialogs/EmbeddingDialog.razor.cs Normal file
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@ -0,0 +1,258 @@
using AIStudio.Provider;
using AIStudio.Settings;
using AIStudio.Tools.Validation;
using Microsoft.AspNetCore.Components;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Dialogs;
public partial class EmbeddingDialog : ComponentBase, ISecretId
{
[CascadingParameter]
private MudDialogInstance MudDialog { get; set; } = null!;
/// <summary>
/// The embedding's number in the list.
/// </summary>
[Parameter]
public uint DataNum { get; set; }
/// <summary>
/// The embedding's ID.
/// </summary>
[Parameter]
public string DataId { get; set; } = Guid.NewGuid().ToString();
/// <summary>
/// The user chosen name.
/// </summary>
[Parameter]
public string DataName { get; set; } = string.Empty;
/// <summary>
/// The chosen hostname for self-hosted providers.
/// </summary>
[Parameter]
public string DataHostname { get; set; } = string.Empty;
/// <summary>
/// The host to use, e.g., llama.cpp.
/// </summary>
[Parameter]
public Host DataHost { get; set; } = Host.NONE;
/// <summary>
/// Is this provider self-hosted?
/// </summary>
[Parameter]
public bool IsSelfHosted { get; set; }
/// <summary>
/// The provider to use.
/// </summary>
[Parameter]
public LLMProviders DataLLMProvider { get; set; } = LLMProviders.NONE;
/// <summary>
/// The embedding model to use.
/// </summary>
[Parameter]
public Model DataModel { get; set; }
/// <summary>
/// Should the dialog be in editing mode?
/// </summary>
[Parameter]
public bool IsEditing { get; init; }
[Inject]
private SettingsManager SettingsManager { get; init; } = null!;
[Inject]
private ILogger<ProviderDialog> Logger { get; init; } = null!;
[Inject]
private RustService RustService { get; init; } = null!;
private static readonly Dictionary<string, object?> SPELLCHECK_ATTRIBUTES = new();
/// <summary>
/// The list of used instance names. We need this to check for uniqueness.
/// </summary>
private List<string> UsedInstanceNames { get; set; } = [];
private bool dataIsValid;
private string[] dataIssues = [];
private string dataAPIKey = string.Empty;
private string dataManuallyModel = string.Empty;
private string dataAPIKeyStorageIssue = string.Empty;
private string dataEditingPreviousInstanceName = string.Empty;
// We get the form reference from Blazor code to validate it manually:
private MudForm form = null!;
private readonly List<Model> availableModels = new();
private readonly Encryption encryption = Program.ENCRYPTION;
private readonly ProviderValidation providerValidation;
public EmbeddingDialog()
{
this.providerValidation = new()
{
GetProvider = () => this.DataLLMProvider,
GetAPIKeyStorageIssue = () => this.dataAPIKeyStorageIssue,
GetPreviousInstanceName = () => this.dataEditingPreviousInstanceName,
GetUsedInstanceNames = () => this.UsedInstanceNames,
GetHost = () => this.DataHost,
};
}
private EmbeddingProvider CreateEmbeddingProviderSettings()
{
var cleanedHostname = this.DataHostname.Trim();
return new()
{
Num = this.DataNum,
Id = this.DataId,
Name = this.DataName,
UsedLLMProvider = this.DataLLMProvider,
Model = this.DataLLMProvider is LLMProviders.SELF_HOSTED ? new Model(this.dataManuallyModel, null) : this.DataModel,
IsSelfHosted = this.DataLLMProvider is LLMProviders.SELF_HOSTED,
Hostname = cleanedHostname.EndsWith('/') ? cleanedHostname[..^1] : cleanedHostname,
Host = this.DataHost,
};
}
#region Overrides of ComponentBase
protected override async Task OnInitializedAsync()
{
// Configure the spellchecking for the instance name input:
this.SettingsManager.InjectSpellchecking(SPELLCHECK_ATTRIBUTES);
// Load the used instance names:
this.UsedInstanceNames = this.SettingsManager.ConfigurationData.EmbeddingProviders.Select(x => x.Name.ToLowerInvariant()).ToList();
// When editing, we need to load the data:
if(this.IsEditing)
{
this.dataEditingPreviousInstanceName = this.DataName.ToLowerInvariant();
// When using self-hosted embedding, we must copy the model name:
if (this.DataLLMProvider is LLMProviders.SELF_HOSTED)
this.dataManuallyModel = this.DataModel.Id;
//
// We cannot load the API key for self-hosted providers:
//
if (this.DataLLMProvider is LLMProviders.SELF_HOSTED && this.DataHost is not Host.OLLAMA)
{
await this.ReloadModels();
await base.OnInitializedAsync();
return;
}
// Load the API key:
var requestedSecret = await this.RustService.GetAPIKey(this, isTrying: this.DataLLMProvider is LLMProviders.SELF_HOSTED);
if (requestedSecret.Success)
this.dataAPIKey = await requestedSecret.Secret.Decrypt(this.encryption);
else
{
this.dataAPIKey = string.Empty;
if (this.DataLLMProvider is not LLMProviders.SELF_HOSTED)
{
this.dataAPIKeyStorageIssue = $"Failed to load the API key from the operating system. The message was: {requestedSecret.Issue}. You might ignore this message and provide the API key again.";
await this.form.Validate();
}
}
await this.ReloadModels();
}
await base.OnInitializedAsync();
}
protected override async Task OnAfterRenderAsync(bool firstRender)
{
// Reset the validation when not editing and on the first render.
// We don't want to show validation errors when the user opens the dialog.
if(!this.IsEditing && firstRender)
this.form.ResetValidation();
await base.OnAfterRenderAsync(firstRender);
}
#endregion
#region Implementation of ISecretId
public string SecretId => this.DataId;
public string SecretName => this.DataName;
#endregion
private async Task Store()
{
await this.form.Validate();
if (!string.IsNullOrWhiteSpace(this.dataAPIKeyStorageIssue))
this.dataAPIKeyStorageIssue = string.Empty;
// When the data is not valid, we don't store it:
if (!this.dataIsValid)
return;
// Use the data model to store the provider.
// We just return this data to the parent component:
var addedProviderSettings = this.CreateEmbeddingProviderSettings();
if (!string.IsNullOrWhiteSpace(this.dataAPIKey))
{
// Store the API key in the OS secure storage:
var storeResponse = await this.RustService.SetAPIKey(this, this.dataAPIKey);
if (!storeResponse.Success)
{
this.dataAPIKeyStorageIssue = $"Failed to store the API key in the operating system. The message was: {storeResponse.Issue}. Please try again.";
await this.form.Validate();
return;
}
}
this.MudDialog.Close(DialogResult.Ok(addedProviderSettings));
}
private string? ValidateManuallyModel(string manuallyModel)
{
if (this.DataLLMProvider is LLMProviders.SELF_HOSTED && string.IsNullOrWhiteSpace(manuallyModel))
return "Please enter an embedding model name.";
return null;
}
private void Cancel() => this.MudDialog.Cancel();
private async Task ReloadModels()
{
var currentEmbeddingProviderSettings = this.CreateEmbeddingProviderSettings();
var provider = currentEmbeddingProviderSettings.CreateProvider(this.Logger);
if(provider is NoProvider)
return;
var models = await provider.GetEmbeddingModels(this.dataAPIKey);
// Order descending by ID means that the newest models probably come first:
var orderedModels = models.OrderByDescending(n => n.Id);
this.availableModels.Clear();
this.availableModels.AddRange(orderedModels);
}
private string APIKeyText => this.DataLLMProvider switch
{
LLMProviders.SELF_HOSTED => "(Optional) API Key",
_ => "API Key",
};
private bool IsNoneProvider => this.DataLLMProvider is LLMProviders.NONE;
}

24
app/MindWork AI Studio/Dialogs/ProviderDialog.razor
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@ -6,13 +6,13 @@
<MudForm @ref="@this.form" @bind-IsValid="@this.dataIsValid" @bind-Errors="@this.dataIssues">
<MudStack Row="@true" AlignItems="AlignItems.Center">
@* ReSharper disable once CSharpWarnings::CS8974 *@
<MudSelect @bind-Value="@this.DataLLMProvider" Label="Provider" Class="mb-3" OpenIcon="@Icons.Material.Filled.AccountBalance" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.ValidatingProvider">
<MudSelect @bind-Value="@this.DataLLMProvider" Label="Provider" Class="mb-3" OpenIcon="@Icons.Material.Filled.AccountBalance" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingProvider">
@foreach (LLMProviders provider in Enum.GetValues(typeof(LLMProviders)))
{
<MudSelectItem Value="@provider">@provider</MudSelectItem>
}
</MudSelect>
<MudButton Disabled="@(!this.ShowRegisterButton)" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.OpenInBrowser" Href="@this.GetProviderCreationURL()" Target="_blank">Create account</MudButton>
<MudButton Disabled="@(!this.DataLLMProvider.ShowRegisterButton())" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.OpenInBrowser" Href="@this.DataLLMProvider.GetCreationURL()" Target="_blank">Create account</MudButton>
</MudStack>
@* ReSharper disable once CSharpWarnings::CS8974 *@
@ -20,29 +20,29 @@
T="string"
@bind-Text="@this.dataAPIKey"
Label="@this.APIKeyText"
Disabled="@(!this.NeedAPIKey)"
Disabled="@(!this.DataLLMProvider.IsAPIKeyNeeded(this.DataHost))"
Class="mb-3"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.VpnKey"
AdornmentColor="Color.Info"
InputType="InputType.Password"
Validation="@this.ValidatingAPIKey"
Validation="@this.providerValidation.ValidatingAPIKey"
/>
<MudTextField
T="string"
@bind-Text="@this.DataHostname"
Label="Hostname"
Disabled="@(!this.NeedHostname)"
Disabled="@(!this.DataLLMProvider.IsHostnameNeeded())"
Class="mb-3"
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.Dns"
AdornmentColor="Color.Info"
Validation="@this.ValidatingHostname"
Validation="@this.providerValidation.ValidatingHostname"
UserAttributes="@SPELLCHECK_ATTRIBUTES"
/>
<MudSelect Disabled="@(!this.NeedHost)" @bind-Value="@this.DataHost" Label="Host" Class="mb-3" OpenIcon="@Icons.Material.Filled.ExpandMore" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.ValidatingHost">
<MudSelect Disabled="@(!this.DataLLMProvider.IsHostNeeded())" @bind-Value="@this.DataHost" Label="Host" Class="mb-3" OpenIcon="@Icons.Material.Filled.ExpandMore" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingHost">
@foreach (Host host in Enum.GetValues(typeof(Host)))
{
<MudSelectItem Value="@host">@host.Name()</MudSelectItem>
@ -50,9 +50,9 @@
</MudSelect>
<MudStack Row="@true" AlignItems="AlignItems.Center">
@if (this.ProvideModelManually)
@if (this.DataLLMProvider.IsLLMModelProvidedManually())
{
<MudButton Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.OpenInBrowser" Href="@this.GetModelOverviewURL()" Target="_blank">Show available models</MudButton>
<MudButton Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.OpenInBrowser" Href="@this.DataLLMProvider.GetModelsOverviewURL()" Target="_blank">Show available models</MudButton>
<MudTextField
T="string"
@bind-Text="@this.dataManuallyModel"
@ -67,8 +67,8 @@
}
else
{
<MudButton Disabled="@(!this.CanLoadModels())" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.Refresh" OnClick="this.ReloadModels">Load</MudButton>
<MudSelect Disabled="@this.IsNoneProvider" @bind-Value="@this.DataModel" Label="Model" Class="mb-3" OpenIcon="@Icons.Material.Filled.FaceRetouchingNatural" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.ValidatingModel">
<MudButton Disabled="@(!this.DataLLMProvider.CanLoadModels(this.DataHost, this.dataAPIKey))" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.Refresh" OnClick="this.ReloadModels">Load</MudButton>
<MudSelect Disabled="@this.IsNoneProvider" @bind-Value="@this.DataModel" Label="Model" Class="mb-3" OpenIcon="@Icons.Material.Filled.FaceRetouchingNatural" AdornmentColor="Color.Info" Adornment="Adornment.Start" Validation="@this.providerValidation.ValidatingModel">
@foreach (var model in this.availableModels)
{
<MudSelectItem Value="@model">@model</MudSelectItem>
@ -89,7 +89,7 @@
Adornment="Adornment.Start"
AdornmentIcon="@Icons.Material.Filled.Lightbulb"
AdornmentColor="Color.Info"
Validation="@this.ValidatingInstanceName"
Validation="@this.providerValidation.ValidatingInstanceName"
UserAttributes="@SPELLCHECK_ATTRIBUTES"
/>

228
app/MindWork AI Studio/Dialogs/ProviderDialog.razor.cs
View File

@ -1,5 +1,6 @@
using AIStudio.Provider;
using AIStudio.Settings;
using AIStudio.Tools.Validation;
using Microsoft.AspNetCore.Components;
@ -11,7 +12,7 @@ namespace AIStudio.Dialogs;
/// <summary>
/// The provider settings dialog.
/// </summary>
public partial class ProviderDialog : ComponentBase
public partial class ProviderDialog : ComponentBase, ISecretId
{
[CascadingParameter]
private MudDialogInstance MudDialog { get; set; } = null!;
@ -41,7 +42,7 @@ public partial class ProviderDialog : ComponentBase
public string DataHostname { get; set; } = string.Empty;
/// <summary>
/// The local host to use, e.g., llama.cpp.
/// The host to use, e.g., llama.cpp.
/// </summary>
[Parameter]
public Host DataHost { get; set; } = Host.NONE;
@ -98,6 +99,19 @@ public partial class ProviderDialog : ComponentBase
private readonly List<Model> availableModels = new();
private readonly Encryption encryption = Program.ENCRYPTION;
private readonly ProviderValidation providerValidation;
public ProviderDialog()
{
this.providerValidation = new()
{
GetProvider = () => this.DataLLMProvider,
GetAPIKeyStorageIssue = () => this.dataAPIKeyStorageIssue,
GetPreviousInstanceName = () => this.dataEditingPreviousInstanceName,
GetUsedInstanceNames = () => this.UsedInstanceNames,
GetHost = () => this.DataHost,
};
}
private Settings.Provider CreateProviderSettings()
{
@ -144,23 +158,10 @@ public partial class ProviderDialog : ComponentBase
return;
}
var loadedProviderSettings = this.CreateProviderSettings();
var provider = loadedProviderSettings.CreateProvider(this.Logger);
if(provider is NoProvider)
{
await base.OnInitializedAsync();
return;
}
// Load the API key:
var requestedSecret = await this.RustService.GetAPIKey(provider, isTrying: this.DataLLMProvider is LLMProviders.SELF_HOSTED);
if(requestedSecret.Success)
{
var requestedSecret = await this.RustService.GetAPIKey(this, isTrying: this.DataLLMProvider is LLMProviders.SELF_HOSTED);
if (requestedSecret.Success)
this.dataAPIKey = await requestedSecret.Secret.Decrypt(this.encryption);
// Now, we try to load the list of available models:
await this.ReloadModels();
}
else
{
this.dataAPIKey = string.Empty;
@ -169,10 +170,9 @@ public partial class ProviderDialog : ComponentBase
this.dataAPIKeyStorageIssue = $"Failed to load the API key from the operating system. The message was: {requestedSecret.Issue}. You might ignore this message and provide the API key again.";
await this.form.Validate();
}
// We still try to load the models. Some local hosts don't need an API key:
await this.ReloadModels();
}
await this.ReloadModels();
}
await base.OnInitializedAsync();
@ -189,7 +189,15 @@ public partial class ProviderDialog : ComponentBase
}
#endregion
#region Implementation of ISecretId
public string SecretId => this.DataLLMProvider.ToName();
public string SecretName => this.DataInstanceName;
#endregion
private async Task Store()
{
await this.form.Validate();
@ -205,11 +213,8 @@ public partial class ProviderDialog : ComponentBase
var addedProviderSettings = this.CreateProviderSettings();
if (!string.IsNullOrWhiteSpace(this.dataAPIKey))
{
// We need to instantiate the provider to store the API key:
var provider = addedProviderSettings.CreateProvider(this.Logger);
// Store the API key in the OS secure storage:
var storeResponse = await this.RustService.SetAPIKey(provider, this.dataAPIKey);
var storeResponse = await this.RustService.SetAPIKey(this, this.dataAPIKey);
if (!storeResponse.Success)
{
this.dataAPIKeyStorageIssue = $"Failed to store the API key in the operating system. The message was: {storeResponse.Issue}. Please try again.";
@ -221,25 +226,6 @@ public partial class ProviderDialog : ComponentBase
this.MudDialog.Close(DialogResult.Ok(addedProviderSettings));
}
private string? ValidatingProvider(LLMProviders llmProvider)
{
if (llmProvider == LLMProviders.NONE)
return "Please select a provider.";
return null;
}
private string? ValidatingHost(Host host)
{
if(this.DataLLMProvider is not LLMProviders.SELF_HOSTED)
return null;
if (host == Host.NONE)
return "Please select a host.";
return null;
}
private string? ValidateManuallyModel(string manuallyModel)
{
if (this.DataLLMProvider is LLMProviders.FIREWORKS && string.IsNullOrWhiteSpace(manuallyModel))
@ -247,64 +233,6 @@ public partial class ProviderDialog : ComponentBase
return null;
}
private string? ValidatingModel(Model model)
{
if(this.DataLLMProvider is LLMProviders.SELF_HOSTED && this.DataHost == Host.LLAMACPP)
return null;
if (model == default)
return "Please select a model.";
return null;
}
private string? ValidatingInstanceName(string instanceName)
{
if (string.IsNullOrWhiteSpace(instanceName))
return "Please enter an instance name.";
if (instanceName.Length > 40)
return "The instance name must not exceed 40 characters.";
// The instance name must be unique:
var lowerInstanceName = instanceName.ToLowerInvariant();
if (lowerInstanceName != this.dataEditingPreviousInstanceName && this.UsedInstanceNames.Contains(lowerInstanceName))
return "The instance name must be unique; the chosen name is already in use.";
return null;
}
private string? ValidatingAPIKey(string apiKey)
{
if(this.DataLLMProvider is LLMProviders.SELF_HOSTED)
return null;
if(!string.IsNullOrWhiteSpace(this.dataAPIKeyStorageIssue))
return this.dataAPIKeyStorageIssue;
if(string.IsNullOrWhiteSpace(apiKey))
return "Please enter an API key.";
return null;
}
private string? ValidatingHostname(string hostname)
{
if(this.DataLLMProvider != LLMProviders.SELF_HOSTED)
return null;
if(string.IsNullOrWhiteSpace(hostname))
return "Please enter a hostname, e.g., http://localhost:1234";
if(!hostname.StartsWith("http://", StringComparison.InvariantCultureIgnoreCase) && !hostname.StartsWith("https://", StringComparison.InvariantCultureIgnoreCase))
return "The hostname must start with either http:// or https://";
if(!Uri.TryCreate(hostname, UriKind.Absolute, out _))
return "The hostname is not a valid HTTP(S) URL.";
return null;
}
private void Cancel() => this.MudDialog.Cancel();
@ -324,109 +252,11 @@ public partial class ProviderDialog : ComponentBase
this.availableModels.AddRange(orderedModels);
}
private bool CanLoadModels()
{
if (this.DataLLMProvider is LLMProviders.SELF_HOSTED)
{
switch (this.DataHost)
{
case Host.NONE:
return false;
case Host.LLAMACPP:
return false;
case Host.LM_STUDIO:
return true;
case Host.OLLAMA:
return true;
default:
return false;
}
}
if(this.DataLLMProvider is LLMProviders.NONE)
return false;
if(string.IsNullOrWhiteSpace(this.dataAPIKey))
return false;
return true;
}
private bool ShowRegisterButton => this.DataLLMProvider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GOOGLE => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
_ => false,
};
private bool NeedAPIKey => this.DataLLMProvider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GOOGLE => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
LLMProviders.SELF_HOSTED => this.DataHost is Host.OLLAMA,
_ => false,
};
private string APIKeyText => this.DataLLMProvider switch
{
LLMProviders.SELF_HOSTED => "(Optional) API Key",
_ => "API Key",
};
private bool NeedHostname => this.DataLLMProvider switch
{
LLMProviders.SELF_HOSTED => true,
_ => false,
};
private bool NeedHost => this.DataLLMProvider switch
{
LLMProviders.SELF_HOSTED => true,
_ => false,
};
private bool ProvideModelManually => this.DataLLMProvider switch
{
LLMProviders.FIREWORKS => true,
_ => false,
};
private string GetModelOverviewURL() => this.DataLLMProvider switch
{
LLMProviders.FIREWORKS => "https://fireworks.ai/models?show=Serverless",
_ => string.Empty,
};
private string GetProviderCreationURL() => this.DataLLMProvider switch
{
LLMProviders.OPEN_AI => "https://platform.openai.com/signup",
LLMProviders.MISTRAL => "https://console.mistral.ai/",
LLMProviders.ANTHROPIC => "https://console.anthropic.com/dashboard",
LLMProviders.GOOGLE => "https://console.cloud.google.com/",
LLMProviders.GROQ => "https://console.groq.com/",
LLMProviders.FIREWORKS => "https://fireworks.ai/login",
_ => string.Empty,
};
private bool IsNoneProvider => this.DataLLMProvider is LLMProviders.NONE;
}

111
app/MindWork AI Studio/Pages/Settings.razor
View File

@ -40,11 +40,11 @@
<MudTd>
@if (context.UsedLLMProvider is not LLMProviders.SELF_HOSTED)
{
@this.GetProviderModelName(context)
@this.GetLLMProviderModelName(context)
}
else if (context.UsedLLMProvider is LLMProviders.SELF_HOSTED && context.Host is not Host.LLAMACPP)
{
@this.GetProviderModelName(context)
@this.GetLLMProviderModelName(context)
}
else
{
@ -52,13 +52,13 @@
}
</MudTd>
<MudTd Style="text-align: left;">
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.OpenInBrowser" Class="ma-2" Href="@this.GetProviderDashboardURL(context.UsedLLMProvider)" Target="_blank" Disabled="@(!this.HasDashboard(context.UsedLLMProvider))">
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.OpenInBrowser" Class="ma-2" Href="@context.UsedLLMProvider.GetDashboardURL()" Target="_blank" Disabled="@(!context.UsedLLMProvider.HasDashboard())">
Open Dashboard
</MudButton>
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.Edit" Class="ma-2" OnClick="() => this.EditProvider(context)">
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.Edit" Class="ma-2" OnClick="() => this.EditLLMProvider(context)">
Edit
</MudButton>
<MudButton Variant="Variant.Filled" Color="Color.Error" StartIcon="@Icons.Material.Filled.Delete" Class="ma-2" OnClick="() => this.DeleteProvider(context)">
<MudButton Variant="Variant.Filled" Color="Color.Error" StartIcon="@Icons.Material.Filled.Delete" Class="ma-2" OnClick="() => this.DeleteLLMProvider(context)">
Delete
</MudButton>
</MudTd>
@ -70,7 +70,7 @@
<MudText Typo="Typo.h6" Class="mt-3">No providers configured yet.</MudText>
}
<MudButton Variant="Variant.Filled" Color="@Color.Primary" StartIcon="@Icons.Material.Filled.AddRoad" Class="mt-3 mb-6" OnClick="@this.AddProvider">
<MudButton Variant="Variant.Filled" Color="@Color.Primary" StartIcon="@Icons.Material.Filled.AddRoad" Class="mt-3 mb-6" OnClick="@this.AddLLMProvider">
Add Provider
</MudButton>
@ -131,6 +131,73 @@
</ExpansionPanel>
@if (this.SettingsManager.ConfigurationData.App.PreviewVisibility >= PreviewVisibility.PROTOTYPE)
{
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.IntegrationInstructions" HeaderText="Configure Embeddings">
<PreviewPrototype/>
<MudText Typo="Typo.h4" Class="mb-3">
Configured Embeddings
</MudText>
<MudJustifiedText Typo="Typo.body1" Class="mb-3">
Embeddings are a way to represent words, sentences, entire documents, or even images and videos as digital
fingerprints. Just like each person has a unique fingerprint, embedding models create unique digital patterns
that capture the meaning and characteristics of the content they analyze. When two things are similar in meaning
or content, their digital fingerprints will look very similar. For example, the fingerprints for 'happy' and
'joyful' would be more alike than those for 'happy' and 'sad'.
</MudJustifiedText>
<MudJustifiedText Typo="Typo.body1" Class="mb-3">
This helps AI Studio understand and compare things in a way that's similar to how humans do. When you're working on
something, AI Studio can automatically identify related documents and data by comparing their digital fingerprints.
For instance, if you're writing about customer service, AI Studio can instantly find other documents in your data that
discuss similar topics or experiences, even if they use different words.
</MudJustifiedText>
<MudTable Items="@this.SettingsManager.ConfigurationData.EmbeddingProviders" Hover="@true" Class="border-dashed border rounded-lg">
<ColGroup>
<col style="width: 3em;"/>
<col style="width: 12em;"/>
<col style="width: 12em;"/>
<col/>
<col style="width: 40em;"/>
</ColGroup>
<HeaderContent>
<MudTh>#</MudTh>
<MudTh>Name</MudTh>
<MudTh>Provider</MudTh>
<MudTh>Model</MudTh>
<MudTh Style="text-align: left;">Actions</MudTh>
</HeaderContent>
<RowTemplate>
<MudTd>@context.Num</MudTd>
<MudTd>@context.Name</MudTd>
<MudTd>@context.UsedLLMProvider</MudTd>
<MudTd>@this.GetEmbeddingProviderModelName(context)</MudTd>
<MudTd Style="text-align: left;">
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.OpenInBrowser" Class="ma-2" Href="@context.UsedLLMProvider.GetDashboardURL()" Target="_blank" Disabled="@(!context.UsedLLMProvider.HasDashboard())">
Open Dashboard
</MudButton>
<MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.Edit" Class="ma-2" OnClick="() => this.EditEmbeddingProvider(context)">
Edit
</MudButton>
<MudButton Variant="Variant.Filled" Color="Color.Error" StartIcon="@Icons.Material.Filled.Delete" Class="ma-2" OnClick="() => this.DeleteEmbeddingProvider(context)">
Delete
</MudButton>
</MudTd>
</RowTemplate>
</MudTable>
@if (this.SettingsManager.ConfigurationData.EmbeddingProviders.Count == 0)
{
<MudText Typo="Typo.h6" Class="mt-3">No embeddings configured yet.</MudText>
}
<MudButton Variant="Variant.Filled" Color="@Color.Primary" StartIcon="@Icons.Material.Filled.AddRoad" Class="mt-3 mb-6" OnClick="@this.AddEmbeddingProvider">
Add Embedding
</MudButton>
</ExpansionPanel>
}
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.Person4" HeaderText="Configure Profiles">
<MudText Typo="Typo.h4" Class="mb-3">Your Profiles</MudText>
<MudJustifiedText Typo="Typo.body1" Class="mb-3">
@ -187,7 +254,7 @@
<ConfigurationSelect OptionDescription="Check for updates" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.UpdateBehavior)" Data="@ConfigurationSelectDataFactory.GetUpdateBehaviorData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.UpdateBehavior = selectedValue)" OptionHelp="How often should we check for app updates?"/>
<ConfigurationSelect OptionDescription="Navigation bar behavior" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.NavigationBehavior)" Data="@ConfigurationSelectDataFactory.GetNavBehaviorData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.NavigationBehavior = selectedValue)" OptionHelp="Select the desired behavior for the navigation bar."/>
<ConfigurationSelect OptionDescription="Preview feature visibility" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.PreviewVisibility)" Data="@ConfigurationSelectDataFactory.GetPreviewVisibility()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.PreviewVisibility = selectedValue)" OptionHelp="Do you want to show preview features in the app?"/>
<ConfigurationProviderSelection Data="@this.availableProviders" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.PreselectedProvider = selectedValue)" HelpText="@(() => "Would you like to set one provider as the default for the entire app? When you configure a different provider for an assistant, it will always take precedence.")"/>
<ConfigurationProviderSelection Data="@this.availableLLMProviders" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.PreselectedProvider = selectedValue)" HelpText="@(() => "Would you like to set one provider as the default for the entire app? When you configure a different provider for an assistant, it will always take precedence.")"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" SelectedValue="@(() => this.SettingsManager.ConfigurationData.App.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.App.PreselectedProfile = selectedValue)" OptionHelp="Would you like to set one of your profiles as the default for the entire app? When you configure a different profile for an assistant, it will always take precedence."/>
</ExpansionPanel>
@ -199,7 +266,7 @@
<MudPaper Class="pa-3 mb-8 border-dashed border rounded-lg">
<ConfigurationOption OptionDescription="Preselect chat options?" LabelOn="Chat options are preselected" LabelOff="No chat options are preselected" State="@(() => this.SettingsManager.ConfigurationData.Chat.PreselectOptions)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.Chat.PreselectOptions = updatedState)" OptionHelp="When enabled, you can preselect chat options. This is might be useful when you prefer a specific provider."/>
<ConfigurationProviderSelection Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Chat.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Chat.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Chat.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Chat.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Chat.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Chat.PreselectedProvider = selectedValue)"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.Chat.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Chat.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Chat.PreselectedProfile = selectedValue)" OptionHelp="Would you like to set one of your profiles as the default for chats?"/>
</MudPaper>
</ExpansionPanel>
@ -219,7 +286,7 @@
<ConfigurationOption OptionDescription="Preselect icon options?" LabelOn="Icon options are preselected" LabelOff="No icon options are preselected" State="@(() => this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions = updatedState)" OptionHelp="When enabled, you can preselect the icon options. This is might be useful when you prefer a specific icon source or LLM model."/>
<ConfigurationSelect OptionDescription="Preselect the icon source" Disabled="@(() => !this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.IconFinder.PreselectedSource)" Data="@ConfigurationSelectDataFactory.GetIconSourcesData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.IconFinder.PreselectedSource = selectedValue)" OptionHelp="Which icon source should be preselected?"/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.IconFinder.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.IconFinder.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.ICON_FINDER_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.IconFinder.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.IconFinder.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.ICON_FINDER_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.IconFinder.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.IconFinder.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.IconFinder.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -237,7 +304,7 @@
<ConfigurationText OptionDescription="Preselect another target language" Disabled="@(() => !this.SettingsManager.ConfigurationData.Translation.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.Translation.PreselectOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.Translation.PreselectOtherLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.Translation.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Translation.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Translation.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.TRANSLATION_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Translation.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Translation.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Translation.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.TRANSLATION_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Translation.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Translation.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Translation.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -251,7 +318,7 @@
<ConfigurationText OptionDescription="Preselect another programming language" Disabled="@(() => !this.SettingsManager.ConfigurationData.Coding.PreselectOptions)" Icon="@Icons.Material.Filled.Code" Text="@(() => this.SettingsManager.ConfigurationData.Coding.PreselectedOtherProgrammingLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.Coding.PreselectedOtherProgrammingLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.Coding.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Coding.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Coding.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.CODING_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Coding.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Coding.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Coding.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.CODING_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Coding.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Coding.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Coding.PreselectedProvider = selectedValue)"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.Coding.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Coding.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Coding.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
</MudPaper>
</ExpansionPanel>
@ -273,7 +340,7 @@
<ConfigurationText OptionDescription="Preselect your expertise" Disabled="@(() => !this.SettingsManager.ConfigurationData.TextSummarizer.PreselectOptions)" Icon="@Icons.Material.Filled.Person" Text="@(() => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedExpertInField)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedExpertInField = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.TextSummarizer.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.TextSummarizer.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.TextSummarizer.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.TEXT_SUMMARIZER_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.TextSummarizer.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.TEXT_SUMMARIZER_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.TextSummarizer.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.TextSummarizer.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -302,7 +369,7 @@
<ConfigurationText OptionDescription="Preselect another agenda language" Disabled="@(() => !this.SettingsManager.ConfigurationData.Agenda.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.Agenda.PreselectedOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.Agenda.PreselectedOtherLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.Agenda.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Agenda.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Agenda.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.AGENDA_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Agenda.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Agenda.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Agenda.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.AGENDA_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Agenda.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Agenda.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Agenda.PreselectedProvider = selectedValue)"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.Agenda.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Agenda.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Agenda.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
</MudPaper>
</ExpansionPanel>
@ -316,7 +383,7 @@
<ConfigurationText OptionDescription="Preselect another target language" Disabled="@(() => !this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedOtherLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.GrammarSpelling.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.GrammarSpelling.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.GRAMMAR_SPELLING_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.GRAMMAR_SPELLING_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.GrammarSpelling.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -331,7 +398,7 @@
<ConfigurationSelect OptionDescription="Preselect a writing style" Disabled="@(() => !this.SettingsManager.ConfigurationData.RewriteImprove.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedWritingStyle)" Data="@ConfigurationSelectDataFactory.GetWritingStyles4RewriteData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedWritingStyle = selectedValue)" OptionHelp="Which writing style should be preselected?"/>
<ConfigurationSelect OptionDescription="Preselect a sentence structure" Disabled="@(() => !this.SettingsManager.ConfigurationData.RewriteImprove.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedSentenceStructure)" Data="@ConfigurationSelectDataFactory.GetSentenceStructureData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedSentenceStructure = selectedValue)" OptionHelp="Which voice should be preselected for the sentence structure?"/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.RewriteImprove.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.RewriteImprove.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.RewriteImprove.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.REWRITE_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.RewriteImprove.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.REWRITE_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.RewriteImprove.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.RewriteImprove.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -347,7 +414,7 @@
}
<ConfigurationSelect OptionDescription="Preselect a writing style" Disabled="@(() => !this.SettingsManager.ConfigurationData.EMail.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.EMail.PreselectedWritingStyle)" Data="@ConfigurationSelectDataFactory.GetWritingStyles4EMailData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.EMail.PreselectedWritingStyle = selectedValue)" OptionHelp="Which writing style should be preselected?"/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.EMail.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.EMail.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.EMail.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.EMAIL_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.EMail.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.EMail.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.EMail.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.EMAIL_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.EMail.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.EMail.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.EMail.PreselectedProvider = selectedValue)"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.EMail.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.EMail.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.EMail.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
</MudPaper>
</ExpansionPanel>
@ -368,7 +435,7 @@
<ConfigurationText OptionDescription="Preselect another target language" Disabled="@(() => !this.SettingsManager.ConfigurationData.JobPostings.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.JobPostings.PreselectOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.JobPostings.PreselectOtherLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.JobPostings.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.JobPostings.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.JobPostings.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.JOB_POSTING_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.JobPostings.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.JobPostings.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.JobPostings.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.JOB_POSTING_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.JobPostings.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.JobPostings.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.JobPostings.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -379,7 +446,7 @@
<ConfigurationOption OptionDescription="Preselect the web content reader?" Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions || this.SettingsManager.ConfigurationData.LegalCheck.HideWebContentReader)" LabelOn="Web content reader is preselected" LabelOff="Web content reader is not preselected" State="@(() => this.SettingsManager.ConfigurationData.LegalCheck.PreselectWebContentReader)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.LegalCheck.PreselectWebContentReader = updatedState)" OptionHelp="When enabled, the web content reader is preselected. This is might be useful when you prefer to load legal content from the web very often."/>
<ConfigurationOption OptionDescription="Preselect the content cleaner agent?" Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions || this.SettingsManager.ConfigurationData.LegalCheck.HideWebContentReader)" LabelOn="Content cleaner agent is preselected" LabelOff="Content cleaner agent is not preselected" State="@(() => this.SettingsManager.ConfigurationData.LegalCheck.PreselectContentCleanerAgent)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.LegalCheck.PreselectContentCleanerAgent = updatedState)" OptionHelp="When enabled, the content cleaner agent is preselected. This is might be useful when you prefer to clean up the legal content before translating it."/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.LegalCheck.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.LegalCheck.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.LEGAL_CHECK_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.LEGAL_CHECK_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProvider = selectedValue)"/>
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.LegalCheck.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.LegalCheck.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
</MudPaper>
</ExpansionPanel>
@ -393,7 +460,7 @@
<ConfigurationText OptionDescription="Preselect another language" Disabled="@(() => !this.SettingsManager.ConfigurationData.Synonyms.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.Synonyms.PreselectedOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.Synonyms.PreselectedOtherLanguage = updatedText)"/>
}
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.Synonyms.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Synonyms.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Synonyms.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.SYNONYMS_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Synonyms.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Synonyms.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Synonyms.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.SYNONYMS_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.Synonyms.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.Synonyms.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.Synonyms.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -407,7 +474,7 @@
}
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.MyTasks.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.MyTasks.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.MyTasks.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.MyTasks.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.MY_TASKS_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.MyTasks.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.MY_TASKS_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.MyTasks.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.MyTasks.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -433,7 +500,7 @@
}
<ConfigurationSelect OptionDescription="Preselect one of your profiles?" Disabled="@(() => !this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProfile)" Data="@ConfigurationSelectDataFactory.GetProfilesData(this.SettingsManager.ConfigurationData.Profiles)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProfile = selectedValue)" OptionHelp="Would you like to preselect one of your profiles?"/>
<ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.BiasOfTheDay.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.BiasOfTheDay.MinimumProviderConfidence = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.BIAS_DAY_ASSISTANT" Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProvider = selectedValue)"/>
<ConfigurationProviderSelection Component="Components.BIAS_DAY_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.BiasOfTheDay.PreselectedProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
@ -444,7 +511,7 @@
and attempts to convert relative links into absolute links so that they can be used.
</MudText>
<ConfigurationOption OptionDescription="Preselect text content cleaner options?" LabelOn="Options are preselected" LabelOff="No options are preselected" State="@(() => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions = updatedState)" OptionHelp="When enabled, you can preselect some agent options. This is might be useful when you prefer a LLM."/>
<ConfigurationProviderSelection Data="@this.availableProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider = selectedValue)"/>
<ConfigurationProviderSelection Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider = selectedValue)"/>
</MudPaper>
</ExpansionPanel>
</MudExpansionPanels>

148
app/MindWork AI Studio/Pages/Settings.razor.cs
View File

@ -22,13 +22,11 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
[Inject]
private MessageBus MessageBus { get; init; } = null!;
[Inject]
private ILogger<Settings> Logger { get; init; } = null!;
[Inject]
private RustService RustService { get; init; } = null!;
private readonly List<ConfigurationSelectData<string>> availableProviders = new();
private readonly List<ConfigurationSelectData<string>> availableLLMProviders = new();
private readonly List<ConfigurationSelectData<string>> availableEmbeddingProviders = new();
#region Overrides of ComponentBase
@ -46,14 +44,14 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
#region Provider related
private async Task AddProvider()
private async Task AddLLMProvider()
{
var dialogParameters = new DialogParameters<ProviderDialog>
{
{ x => x.IsEditing, false },
};
var dialogReference = await this.DialogService.ShowAsync<ProviderDialog>("Add Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogReference = await this.DialogService.ShowAsync<ProviderDialog>("Add LLM Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
@ -68,7 +66,7 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private async Task EditProvider(AIStudio.Settings.Provider provider)
private async Task EditLLMProvider(AIStudio.Settings.Provider provider)
{
var dialogParameters = new DialogParameters<ProviderDialog>
{
@ -83,7 +81,7 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
{ x => x.DataHost, provider.Host },
};
var dialogReference = await this.DialogService.ShowAsync<ProviderDialog>("Edit Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogReference = await this.DialogService.ShowAsync<ProviderDialog>("Edit LLM Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
@ -102,20 +100,19 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private async Task DeleteProvider(AIStudio.Settings.Provider provider)
private async Task DeleteLLMProvider(AIStudio.Settings.Provider provider)
{
var dialogParameters = new DialogParameters
{
{ "Message", $"Are you sure you want to delete the provider '{provider.InstanceName}'?" },
};
var dialogReference = await this.DialogService.ShowAsync<ConfirmDialog>("Delete Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogReference = await this.DialogService.ShowAsync<ConfirmDialog>("Delete LLM Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
var providerInstance = provider.CreateProvider(this.Logger);
var deleteSecretResponse = await this.RustService.DeleteAPIKey(providerInstance);
var deleteSecretResponse = await this.RustService.DeleteAPIKey(provider);
if(deleteSecretResponse.Success)
{
this.SettingsManager.ConfigurationData.Providers.Remove(provider);
@ -125,32 +122,8 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
this.UpdateProviders();
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private bool HasDashboard(LLMProviders llmProvider) => llmProvider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
LLMProviders.GOOGLE => true,
_ => false,
};
private string GetProviderDashboardURL(LLMProviders llmProvider) => llmProvider switch
{
LLMProviders.OPEN_AI => "https://platform.openai.com/usage",
LLMProviders.MISTRAL => "https://console.mistral.ai/usage/",
LLMProviders.ANTHROPIC => "https://console.anthropic.com/settings/plans",
LLMProviders.GROQ => "https://console.groq.com/settings/usage",
LLMProviders.GOOGLE => "https://console.cloud.google.com/billing",
LLMProviders.FIREWORKS => "https://fireworks.ai/account/billing",
_ => string.Empty,
};
private string GetProviderModelName(AIStudio.Settings.Provider provider)
private string GetLLMProviderModelName(AIStudio.Settings.Provider provider)
{
const int MAX_LENGTH = 36;
var modelName = provider.Model.ToString();
@ -159,9 +132,9 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
private void UpdateProviders()
{
this.availableProviders.Clear();
this.availableLLMProviders.Clear();
foreach (var provider in this.SettingsManager.ConfigurationData.Providers)
this.availableProviders.Add(new (provider.InstanceName, provider.Id));
this.availableLLMProviders.Add(new (provider.InstanceName, provider.Id));
}
private string GetCurrentConfidenceLevelName(LLMProviders llmProvider)
@ -188,6 +161,103 @@ public partial class Settings : ComponentBase, IMessageBusReceiver, IDisposable
#endregion
#region Embedding provider related
private string GetEmbeddingProviderModelName(EmbeddingProvider provider)
{
const int MAX_LENGTH = 36;
var modelName = provider.Model.ToString();
return modelName.Length > MAX_LENGTH ? "[...] " + modelName[^Math.Min(MAX_LENGTH, modelName.Length)..] : modelName;
}
private async Task AddEmbeddingProvider()
{
var dialogParameters = new DialogParameters<EmbeddingDialog>
{
{ x => x.IsEditing, false },
};
var dialogReference = await this.DialogService.ShowAsync<EmbeddingDialog>("Add Embedding Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
var addedEmbedding = (EmbeddingProvider)dialogResult.Data!;
addedEmbedding = addedEmbedding with { Num = this.SettingsManager.ConfigurationData.NextEmbeddingNum++ };
this.SettingsManager.ConfigurationData.EmbeddingProviders.Add(addedEmbedding);
this.UpdateEmbeddingProviders();
await this.SettingsManager.StoreSettings();
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private async Task EditEmbeddingProvider(EmbeddingProvider embeddingProvider)
{
var dialogParameters = new DialogParameters<EmbeddingDialog>
{
{ x => x.DataNum, embeddingProvider.Num },
{ x => x.DataId, embeddingProvider.Id },
{ x => x.DataName, embeddingProvider.Name },
{ x => x.DataLLMProvider, embeddingProvider.UsedLLMProvider },
{ x => x.DataModel, embeddingProvider.Model },
{ x => x.DataHostname, embeddingProvider.Hostname },
{ x => x.IsSelfHosted, embeddingProvider.IsSelfHosted },
{ x => x.IsEditing, true },
{ x => x.DataHost, embeddingProvider.Host },
};
var dialogReference = await this.DialogService.ShowAsync<EmbeddingDialog>("Edit Embedding Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
var editedEmbeddingProvider = (EmbeddingProvider)dialogResult.Data!;
// Set the provider number if it's not set. This is important for providers
// added before we started saving the provider number.
if(editedEmbeddingProvider.Num == 0)
editedEmbeddingProvider = editedEmbeddingProvider with { Num = this.SettingsManager.ConfigurationData.NextEmbeddingNum++ };
this.SettingsManager.ConfigurationData.EmbeddingProviders[this.SettingsManager.ConfigurationData.EmbeddingProviders.IndexOf(embeddingProvider)] = editedEmbeddingProvider;
this.UpdateEmbeddingProviders();
await this.SettingsManager.StoreSettings();
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private async Task DeleteEmbeddingProvider(EmbeddingProvider provider)
{
var dialogParameters = new DialogParameters
{
{ "Message", $"Are you sure you want to delete the embedding provider '{provider.Name}'?" },
};
var dialogReference = await this.DialogService.ShowAsync<ConfirmDialog>("Delete Embedding Provider", dialogParameters, DialogOptions.FULLSCREEN);
var dialogResult = await dialogReference.Result;
if (dialogResult is null || dialogResult.Canceled)
return;
var deleteSecretResponse = await this.RustService.DeleteAPIKey(provider);
if(deleteSecretResponse.Success)
{
this.SettingsManager.ConfigurationData.EmbeddingProviders.Remove(provider);
await this.SettingsManager.StoreSettings();
}
this.UpdateEmbeddingProviders();
await this.MessageBus.SendMessage<bool>(this, Event.CONFIGURATION_CHANGED);
}
private void UpdateEmbeddingProviders()
{
this.availableEmbeddingProviders.Clear();
foreach (var provider in this.SettingsManager.ConfigurationData.EmbeddingProviders)
this.availableEmbeddingProviders.Add(new (provider.Name, provider.Id));
}
#endregion
#region Profile related
private async Task AddProfile()

22
app/MindWork AI Studio/Provider/Anthropic/ProviderAnthropic.cs
View File

@ -7,7 +7,7 @@ using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider.Anthropic;
public sealed class ProviderAnthropic(ILogger logger) : BaseProvider("https://api.anthropic.com/v1/", logger), IProvider
public sealed class ProviderAnthropic(ILogger logger) : BaseProvider("https://api.anthropic.com/v1/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -16,12 +16,12 @@ public sealed class ProviderAnthropic(ILogger logger) : BaseProvider("https://ap
#region Implementation of IProvider
public string Id => "Anthropic";
public override string Id => LLMProviders.ANTHROPIC.ToName();
public string InstanceName { get; set; } = "Anthropic";
public override string InstanceName { get; set; } = "Anthropic";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -136,14 +136,14 @@ public sealed class ProviderAnthropic(ILogger logger) : BaseProvider("https://ap
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(new[]
{
@ -162,13 +162,17 @@ public sealed class ProviderAnthropic(ILogger logger) : BaseProvider("https://ap
}.AsEnumerable());
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}
/// <inheritdoc />
public override Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
#endregion
}

39
app/MindWork AI Studio/Provider/BaseProvider.cs
View File

@ -1,3 +1,5 @@
using AIStudio.Chat;
using RustService = AIStudio.Tools.RustService;
namespace AIStudio.Provider;
@ -5,10 +7,10 @@ namespace AIStudio.Provider;
/// <summary>
/// The base class for all providers.
/// </summary>
public abstract class BaseProvider
public abstract class BaseProvider : IProvider, ISecretId
{
/// <summary>
/// The HTTP client to use for all requests.
/// The HTTP client to use it for all requests.
/// </summary>
protected readonly HttpClient httpClient = new();
@ -39,4 +41,37 @@ public abstract class BaseProvider
// Set the base URL:
this.httpClient.BaseAddress = new(url);
}
#region Handling of IProvider, which all providers must implement
/// <inheritdoc />
public abstract string Id { get; }
/// <inheritdoc />
public abstract string InstanceName { get; set; }
/// <inheritdoc />
public abstract IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, CancellationToken token = default);
/// <inheritdoc />
public abstract IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, CancellationToken token = default);
/// <inheritdoc />
public abstract Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default);
/// <inheritdoc />
public abstract Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default);
/// <inheritdoc />
public abstract Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default);
#endregion
#region Implementation of ISecretId
public string SecretId => this.Id;
public string SecretName => this.InstanceName;
#endregion
}

20
app/MindWork AI Studio/Provider/Fireworks/ProviderFireworks.cs
View File

@ -7,7 +7,7 @@ using AIStudio.Chat;
namespace AIStudio.Provider.Fireworks;
public class ProviderFireworks(ILogger logger) : BaseProvider("https://api.fireworks.ai/inference/v1/", logger), IProvider
public class ProviderFireworks(ILogger logger) : BaseProvider("https://api.fireworks.ai/inference/v1/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -17,13 +17,13 @@ public class ProviderFireworks(ILogger logger) : BaseProvider("https://api.firew
#region Implementation of IProvider
/// <inheritdoc />
public string Id => "Fireworks.ai";
public override string Id => LLMProviders.FIREWORKS.ToName();
/// <inheritdoc />
public string InstanceName { get; set; } = "Fireworks.ai";
public override string InstanceName { get; set; } = "Fireworks.ai";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -138,20 +138,26 @@ public class ProviderFireworks(ILogger logger) : BaseProvider("https://api.firew
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}
/// <inheritdoc />
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}
/// <inheritdoc />
public override Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}

45
app/MindWork AI Studio/Provider/Google/ProviderGoogle.cs
View File

@ -8,7 +8,7 @@ using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider.Google;
public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativelanguage.googleapis.com/v1beta/", logger), IProvider
public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativelanguage.googleapis.com/v1beta/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -18,13 +18,13 @@ public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativela
#region Implementation of IProvider
/// <inheritdoc />
public string Id => "Google";
public override string Id => LLMProviders.GOOGLE.ToName();
/// <inheritdoc />
public string InstanceName { get; set; } = "Google Gemini";
public override string InstanceName { get; set; } = "Google Gemini";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -139,27 +139,44 @@ public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativela
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return this.LoadModels(token, apiKeyProvisional);
var modelResponse = await this.LoadModels(token, apiKeyProvisional);
if(modelResponse == default)
return [];
return modelResponse.Models.Where(model =>
model.Name.StartsWith("models/gemini-", StringComparison.InvariantCultureIgnoreCase))
.Select(n => new Provider.Model(n.Name.Replace("models/", string.Empty), n.DisplayName));
}
/// <inheritdoc />
public Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
public override async Task<IEnumerable<Provider.Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
var modelResponse = await this.LoadModels(token, apiKeyProvisional);
if(modelResponse == default)
return [];
return modelResponse.Models.Where(model =>
model.Name.StartsWith("models/text-embedding-", StringComparison.InvariantCultureIgnoreCase))
.Select(n => new Provider.Model(n.Name.Replace("models/", string.Empty), n.DisplayName));
}
#endregion
private async Task<IEnumerable<Provider.Model>> LoadModels(CancellationToken token, string? apiKeyProvisional = null)
private async Task<ModelsResponse> LoadModels(CancellationToken token, string? apiKeyProvisional = null)
{
var secretKey = apiKeyProvisional switch
{
@ -170,19 +187,17 @@ public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativela
_ => null,
}
};
if (secretKey is null)
return [];
return default;
var request = new HttpRequestMessage(HttpMethod.Get, $"models?key={secretKey}");
var response = await this.httpClient.SendAsync(request, token);
if(!response.IsSuccessStatusCode)
return [];
return default;
var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
return modelResponse.Models.Where(model =>
model.Name.StartsWith("models/gemini-", StringComparison.InvariantCultureIgnoreCase))
.Select(n => new Provider.Model(n.Name.Replace("models/", string.Empty), n.DisplayName));
return modelResponse;
}
}

20
app/MindWork AI Studio/Provider/Groq/ProviderGroq.cs
View File

@ -8,7 +8,7 @@ using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider.Groq;
public class ProviderGroq(ILogger logger) : BaseProvider("https://api.groq.com/openai/v1/", logger), IProvider
public class ProviderGroq(ILogger logger) : BaseProvider("https://api.groq.com/openai/v1/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -18,13 +18,13 @@ public class ProviderGroq(ILogger logger) : BaseProvider("https://api.groq.com/o
#region Implementation of IProvider
/// <inheritdoc />
public string Id => "Groq";
public override string Id => LLMProviders.GROQ.ToName();
/// <inheritdoc />
public string InstanceName { get; set; } = "Groq";
public override string InstanceName { get; set; } = "Groq";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -141,23 +141,29 @@ public class ProviderGroq(ILogger logger) : BaseProvider("https://api.groq.com/o
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return this.LoadModels(token, apiKeyProvisional);
}
/// <inheritdoc />
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult<IEnumerable<Model>>(Array.Empty<Model>());
}
/// <inheritdoc />
public override Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Model>());
}
#endregion

10
app/MindWork AI Studio/Provider/IProvider.cs
View File

@ -16,7 +16,7 @@ public interface IProvider
/// The provider's instance name. Useful for multiple instances of the same provider,
/// e.g., to distinguish between different OpenAI API keys.
/// </summary>
public string InstanceName { get; set; }
public string InstanceName { get; }
/// <summary>
/// Starts a chat completion stream.
@ -53,4 +53,12 @@ public interface IProvider
/// <param name="token">The cancellation token.</param>
/// <returns>The list of image models.</returns>
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default);
/// <summary>
/// Load all possible embedding models that can be used with this provider.
/// </summary>
/// <param name="apiKeyProvisional">The provisional API key to use. Useful when the user is adding a new provider. When null, the stored API key is used.</param>
/// <param name="token">The cancellation token.</param>
/// <returns>The list of embedding models.</returns>
public Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default);
}

157
app/MindWork AI Studio/Provider/LLMProvidersExtensions.cs
View File

@ -7,6 +7,8 @@ using AIStudio.Provider.OpenAI;
using AIStudio.Provider.SelfHosted;
using AIStudio.Settings;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Provider;
public static class LLMProvidersExtensions
@ -89,7 +91,7 @@ public static class LLMProvidersExtensions
//
// Self-hosted providers are treated as a special case anyway.
//
LLMProviders.SELF_HOSTED => false,
LLMProviders.SELF_HOSTED => true,
_ => false,
};
@ -101,20 +103,36 @@ public static class LLMProvidersExtensions
/// <param name="logger">The logger to use.</param>
/// <returns>The provider instance.</returns>
public static IProvider CreateProvider(this Settings.Provider providerSettings, ILogger logger)
{
return providerSettings.UsedLLMProvider.CreateProvider(providerSettings.InstanceName, providerSettings.Host, providerSettings.Hostname, logger);
}
/// <summary>
/// Creates a new provider instance based on the embedding provider value.
/// </summary>
/// <param name="embeddingProviderSettings">The embedding provider settings.</param>
/// <param name="logger">The logger to use.</param>
/// <returns>The provider instance.</returns>
public static IProvider CreateProvider(this EmbeddingProvider embeddingProviderSettings, ILogger logger)
{
return embeddingProviderSettings.UsedLLMProvider.CreateProvider(embeddingProviderSettings.Name, embeddingProviderSettings.Host, embeddingProviderSettings.Hostname, logger);
}
private static IProvider CreateProvider(this LLMProviders provider, string instanceName, Host host, string hostname, ILogger logger)
{
try
{
return providerSettings.UsedLLMProvider switch
return provider switch
{
LLMProviders.OPEN_AI => new ProviderOpenAI(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.ANTHROPIC => new ProviderAnthropic(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.MISTRAL => new ProviderMistral(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.GOOGLE => new ProviderGoogle(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.OPEN_AI => new ProviderOpenAI(logger) { InstanceName = instanceName },
LLMProviders.ANTHROPIC => new ProviderAnthropic(logger) { InstanceName = instanceName },
LLMProviders.MISTRAL => new ProviderMistral(logger) { InstanceName = instanceName },
LLMProviders.GOOGLE => new ProviderGoogle(logger) { InstanceName = instanceName },
LLMProviders.GROQ => new ProviderGroq(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.FIREWORKS => new ProviderFireworks(logger) { InstanceName = providerSettings.InstanceName },
LLMProviders.GROQ => new ProviderGroq(logger) { InstanceName = instanceName },
LLMProviders.FIREWORKS => new ProviderFireworks(logger) { InstanceName = instanceName },
LLMProviders.SELF_HOSTED => new ProviderSelfHosted(logger, providerSettings) { InstanceName = providerSettings.InstanceName },
LLMProviders.SELF_HOSTED => new ProviderSelfHosted(logger, host, hostname) { InstanceName = instanceName },
_ => new NoProvider(),
};
@ -125,4 +143,125 @@ public static class LLMProvidersExtensions
return new NoProvider();
}
}
public static string GetCreationURL(this LLMProviders provider) => provider switch
{
LLMProviders.OPEN_AI => "https://platform.openai.com/signup",
LLMProviders.MISTRAL => "https://console.mistral.ai/",
LLMProviders.ANTHROPIC => "https://console.anthropic.com/dashboard",
LLMProviders.GOOGLE => "https://console.cloud.google.com/",
LLMProviders.GROQ => "https://console.groq.com/",
LLMProviders.FIREWORKS => "https://fireworks.ai/login",
_ => string.Empty,
};
public static string GetDashboardURL(this LLMProviders provider) => provider switch
{
LLMProviders.OPEN_AI => "https://platform.openai.com/usage",
LLMProviders.MISTRAL => "https://console.mistral.ai/usage/",
LLMProviders.ANTHROPIC => "https://console.anthropic.com/settings/plans",
LLMProviders.GROQ => "https://console.groq.com/settings/usage",
LLMProviders.GOOGLE => "https://console.cloud.google.com/billing",
LLMProviders.FIREWORKS => "https://fireworks.ai/account/billing",
_ => string.Empty,
};
public static bool HasDashboard(this LLMProviders provider) => provider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
LLMProviders.GOOGLE => true,
_ => false,
};
public static string GetModelsOverviewURL(this LLMProviders provider) => provider switch
{
LLMProviders.FIREWORKS => "https://fireworks.ai/models?show=Serverless",
_ => string.Empty,
};
public static bool IsLLMModelProvidedManually(this LLMProviders provider) => provider switch
{
LLMProviders.FIREWORKS => true,
_ => false,
};
public static bool IsEmbeddingModelProvidedManually(this LLMProviders provider, Host host) => provider switch
{
LLMProviders.SELF_HOSTED => host is not Host.LM_STUDIO,
_ => false,
};
public static bool IsHostNeeded(this LLMProviders provider) => provider switch
{
LLMProviders.SELF_HOSTED => true,
_ => false,
};
public static bool IsHostnameNeeded(this LLMProviders provider) => provider switch
{
LLMProviders.SELF_HOSTED => true,
_ => false,
};
public static bool IsAPIKeyNeeded(this LLMProviders provider, Host host) => provider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GOOGLE => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
LLMProviders.SELF_HOSTED => host is Host.OLLAMA,
_ => false,
};
public static bool ShowRegisterButton(this LLMProviders provider) => provider switch
{
LLMProviders.OPEN_AI => true,
LLMProviders.MISTRAL => true,
LLMProviders.ANTHROPIC => true,
LLMProviders.GOOGLE => true,
LLMProviders.GROQ => true,
LLMProviders.FIREWORKS => true,
_ => false,
};
public static bool CanLoadModels(this LLMProviders provider, Host host, string? apiKey)
{
if (provider is LLMProviders.SELF_HOSTED)
{
switch (host)
{
case Host.NONE:
case Host.LLAMACPP:
default:
return false;
case Host.OLLAMA:
case Host.LM_STUDIO:
return true;
}
}
if(provider is LLMProviders.NONE)
return false;
if(string.IsNullOrWhiteSpace(apiKey))
return false;
return true;
}
}

62
app/MindWork AI Studio/Provider/Mistral/ProviderMistral.cs
View File

@ -8,7 +8,7 @@ using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider.Mistral;
public sealed class ProviderMistral(ILogger logger) : BaseProvider("https://api.mistral.ai/v1/", logger), IProvider
public sealed class ProviderMistral(ILogger logger) : BaseProvider("https://api.mistral.ai/v1/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -17,12 +17,12 @@ public sealed class ProviderMistral(ILogger logger) : BaseProvider("https://api.
#region Implementation of IProvider
public string Id => "Mistral";
public override string Id => LLMProviders.MISTRAL.ToName();
public string InstanceName { get; set; } = "Mistral";
public override string InstanceName { get; set; } = "Mistral";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -140,14 +140,45 @@ public sealed class ProviderMistral(ILogger logger) : BaseProvider("https://api.
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
var modelResponse = await this.LoadModelList(apiKeyProvisional, token);
if(modelResponse == default)
return [];
return modelResponse.Data.Where(n =>
!n.Id.StartsWith("code", StringComparison.InvariantCulture) &&
!n.Id.Contains("embed", StringComparison.InvariantCulture))
.Select(n => new Provider.Model(n.Id, null));
}
/// <inheritdoc />
public override async Task<IEnumerable<Provider.Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
var modelResponse = await this.LoadModelList(apiKeyProvisional, token);
if(modelResponse == default)
return [];
return modelResponse.Data.Where(n => n.Id.Contains("embed", StringComparison.InvariantCulture))
.Select(n => new Provider.Model(n.Id, null));
}
/// <inheritdoc />
public override Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
#endregion
private async Task<ModelsResponse> LoadModelList(string? apiKeyProvisional, CancellationToken token)
{
var secretKey = apiKeyProvisional switch
{
@ -160,29 +191,16 @@ public sealed class ProviderMistral(ILogger logger) : BaseProvider("https://api.
};
if (secretKey is null)
return [];
return default;
var request = new HttpRequestMessage(HttpMethod.Get, "models");
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);
var response = await this.httpClient.SendAsync(request, token);
if(!response.IsSuccessStatusCode)
return [];
return default;
var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
return modelResponse.Data.Where(n =>
!n.Id.StartsWith("code", StringComparison.InvariantCulture) &&
!n.Id.Contains("embed", StringComparison.InvariantCulture))
.Select(n => new Provider.Model(n.Id, null));
return modelResponse;
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
#endregion
}

2
app/MindWork AI Studio/Provider/NoProvider.cs
View File

@ -15,6 +15,8 @@ public class NoProvider : IProvider
public Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default) => Task.FromResult<IEnumerable<Model>>([]);
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default) => Task.FromResult<IEnumerable<Model>>([]);
public Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default) => Task.FromResult<IEnumerable<Model>>([]);
public async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatChatThread, [EnumeratorCancellation] CancellationToken token = default)
{

20
app/MindWork AI Studio/Provider/OpenAI/ProviderOpenAI.cs
View File

@ -10,7 +10,7 @@ namespace AIStudio.Provider.OpenAI;
/// <summary>
/// The OpenAI provider.
/// </summary>
public sealed class ProviderOpenAI(ILogger logger) : BaseProvider("https://api.openai.com/v1/", logger), IProvider
public sealed class ProviderOpenAI(ILogger logger) : BaseProvider("https://api.openai.com/v1/", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -20,13 +20,13 @@ public sealed class ProviderOpenAI(ILogger logger) : BaseProvider("https://api.o
#region Implementation of IProvider
/// <inheritdoc />
public string Id => "OpenAI";
public override string Id => LLMProviders.OPEN_AI.ToName();
/// <inheritdoc />
public string InstanceName { get; set; } = "OpenAI";
public override string InstanceName { get; set; } = "OpenAI";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
@ -144,23 +144,29 @@ public sealed class ProviderOpenAI(ILogger logger) : BaseProvider("https://api.o
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return this.LoadModels(["gpt-", "o1-"], token, apiKeyProvisional);
}
/// <inheritdoc />
public Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return this.LoadModels(["dall-e-"], token, apiKeyProvisional);
}
/// <inheritdoc />
public override Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return this.LoadModels(["text-embedding-"], token, apiKeyProvisional);
}
#endregion

32
app/MindWork AI Studio/Provider/SelfHosted/Host.cs
View File

@ -7,36 +7,4 @@ public enum Host
LM_STUDIO,
LLAMACPP,
OLLAMA,
}
public static class HostExtensions
{
public static string Name(this Host host) => host switch
{
Host.NONE => "None",
Host.LM_STUDIO => "LM Studio",
Host.LLAMACPP => "llama.cpp",
Host.OLLAMA => "ollama",
_ => "Unknown",
};
public static string BaseURL(this Host host) => host switch
{
Host.LM_STUDIO => "/v1/",
Host.LLAMACPP => "/v1/",
Host.OLLAMA => "/v1/",
_ => "/v1/",
};
public static string ChatURL(this Host host) => host switch
{
Host.LM_STUDIO => "chat/completions",
Host.LLAMACPP => "chat/completions",
Host.OLLAMA => "chat/completions",
_ => "chat/completions",
};
}

47
app/MindWork AI Studio/Provider/SelfHosted/HostExtensions.cs Normal file
View File

@ -0,0 +1,47 @@
namespace AIStudio.Provider.SelfHosted;
public static class HostExtensions
{
public static string Name(this Host host) => host switch
{
Host.NONE => "None",
Host.LM_STUDIO => "LM Studio",
Host.LLAMACPP => "llama.cpp",
Host.OLLAMA => "ollama",
_ => "Unknown",
};
public static string BaseURL(this Host host) => host switch
{
Host.LM_STUDIO => "/v1/",
Host.LLAMACPP => "/v1/",
Host.OLLAMA => "/v1/",
_ => "/v1/",
};
public static string ChatURL(this Host host) => host switch
{
Host.LM_STUDIO => "chat/completions",
Host.LLAMACPP => "chat/completions",
Host.OLLAMA => "chat/completions",
_ => "chat/completions",
};
public static bool AreEmbeddingsSupported(this Host host)
{
switch (host)
{
case Host.LM_STUDIO:
case Host.OLLAMA:
return true;
default:
case Host.LLAMACPP:
return false;
}
}
}

89
app/MindWork AI Studio/Provider/SelfHosted/ProviderSelfHosted.cs
View File

@ -8,7 +8,7 @@ using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider.SelfHosted;
public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provider) : BaseProvider($"{provider.Hostname}{provider.Host.BaseURL()}", logger), IProvider
public sealed class ProviderSelfHosted(ILogger logger, Host host, string hostname) : BaseProvider($"{hostname}{host.BaseURL()}", logger)
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
@ -17,12 +17,12 @@ public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provide
#region Implementation of IProvider
public string Id => "Self-hosted";
public override string Id => LLMProviders.SELF_HOSTED.ToName();
public string InstanceName { get; set; } = "Self-hosted";
public override string InstanceName { get; set; } = "Self-hosted";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this, isTrying: true);
@ -70,7 +70,7 @@ public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provide
try
{
// Build the HTTP post request:
var request = new HttpRequestMessage(HttpMethod.Post, provider.Host.ChatURL());
var request = new HttpRequestMessage(HttpMethod.Post, host.ChatURL());
// Set the authorization header:
if (requestedSecret.Success)
@ -148,18 +148,18 @@ public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provide
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
public async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
try
{
switch (provider.Host)
switch (host)
{
case Host.LLAMACPP:
// Right now, llama.cpp only supports one model.
@ -168,27 +168,7 @@ public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provide
case Host.LM_STUDIO:
case Host.OLLAMA:
var secretKey = apiKeyProvisional switch
{
not null => apiKeyProvisional,
_ => await RUST_SERVICE.GetAPIKey(this, isTrying: true) switch
{
{ Success: true } result => await result.Secret.Decrypt(ENCRYPTION),
_ => null,
}
};
var lmStudioRequest = new HttpRequestMessage(HttpMethod.Get, "models");
if(secretKey is not null)
lmStudioRequest.Headers.Authorization = new AuthenticationHeaderValue("Bearer", apiKeyProvisional);
var lmStudioResponse = await this.httpClient.SendAsync(lmStudioRequest, token);
if(!lmStudioResponse.IsSuccessStatusCode)
return [];
var lmStudioModelResponse = await lmStudioResponse.Content.ReadFromJsonAsync<ModelsResponse>(token);
return lmStudioModelResponse.Data.Select(n => new Provider.Model(n.Id, null));
return await this.LoadModels(["embed"], [], token, apiKeyProvisional);
}
return [];
@ -200,13 +180,58 @@ public sealed class ProviderSelfHosted(ILogger logger, Settings.Provider provide
}
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
public override Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
public override async Task<IEnumerable<Provider.Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
try
{
switch (host)
{
case Host.LM_STUDIO:
case Host.OLLAMA:
return await this.LoadModels([], ["embed"], token, apiKeyProvisional);
}
return [];
}
catch(Exception e)
{
this.logger.LogError($"Failed to load text models from self-hosted provider: {e.Message}");
return [];
}
}
#endregion
private async Task<IEnumerable<Provider.Model>> LoadModels(string[] ignorePhrases, string[] filterPhrases, CancellationToken token, string? apiKeyProvisional = null)
{
var secretKey = apiKeyProvisional switch
{
not null => apiKeyProvisional,
_ => await RUST_SERVICE.GetAPIKey(this, isTrying: true) switch
{
{ Success: true } result => await result.Secret.Decrypt(ENCRYPTION),
_ => null,
}
};
var lmStudioRequest = new HttpRequestMessage(HttpMethod.Get, "models");
if(secretKey is not null)
lmStudioRequest.Headers.Authorization = new AuthenticationHeaderValue("Bearer", apiKeyProvisional);
var lmStudioResponse = await this.httpClient.SendAsync(lmStudioRequest, token);
if(!lmStudioResponse.IsSuccessStatusCode)
return [];
var lmStudioModelResponse = await lmStudioResponse.Content.ReadFromJsonAsync<ModelsResponse>(token);
return lmStudioModelResponse.Data.
Where(model => !ignorePhrases.Any(ignorePhrase => model.Id.Contains(ignorePhrase, StringComparison.InvariantCulture)) &&
filterPhrases.All( filter => model.Id.Contains(filter, StringComparison.InvariantCulture)))
.Select(n => new Provider.Model(n.Id, null));
}
}

3
app/MindWork AI Studio/Settings/ConfigurationSelectData.cs
View File

@ -83,8 +83,9 @@ public static class ConfigurationSelectDataFactory
yield return new("All preview features are hidden", PreviewVisibility.NONE);
yield return new("Also show features ready for release; these should be stable", PreviewVisibility.RELEASE_CANDIDATE);
yield return new("Also show features in beta: these are almost ready for release; expect some bugs", PreviewVisibility.BETA);
yield return new("Also show features in alpha: these are in early development; expect bugs and missing features", PreviewVisibility.ALPHA);
yield return new("Also show features in alpha: these are in development; expect bugs and missing features", PreviewVisibility.ALPHA);
yield return new("Show also prototype features: these are works in progress; expect bugs and missing features", PreviewVisibility.PROTOTYPE);
yield return new("Show also experimental features: these are experimental; expect bugs, missing features, many changes", PreviewVisibility.EXPERIMENTAL);
}
public static IEnumerable<ConfigurationSelectData<NavBehavior>> GetNavBehaviorData()

10
app/MindWork AI Studio/Settings/DataModel/Data.cs
View File

@ -20,6 +20,11 @@ public sealed class Data
/// Settings concerning the LLM providers.
/// </summary>
public DataLLMProviders LLMProviders { get; init; } = new();
/// <summary>
/// A collection of embedding providers configured.
/// </summary>
public List<EmbeddingProvider> EmbeddingProviders { get; init; } = [];
/// <summary>
/// List of configured profiles.
@ -31,6 +36,11 @@ public sealed class Data
/// </summary>
public uint NextProviderNum { get; set; } = 1;
/// <summary>
/// The next embedding number to use.
/// </summary>
public uint NextEmbeddingNum { get; set; } = 1;
/// <summary>
/// The next profile number to use.
/// </summary>

1
app/MindWork AI Studio/Settings/DataModel/PreviewVisibility.cs
View File

@ -8,4 +8,5 @@ public enum PreviewVisibility
BETA,
ALPHA,
PROTOTYPE,
EXPERIMENTAL,
}

32
app/MindWork AI Studio/Settings/EmbeddingProvider.cs Normal file
View File

@ -0,0 +1,32 @@
using System.Text.Json.Serialization;
using AIStudio.Provider;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Settings;
public readonly record struct EmbeddingProvider(
uint Num,
string Id,
string Name,
LLMProviders UsedLLMProvider,
Model Model,
bool IsSelfHosted = false,
string Hostname = "http://localhost:1234",
Host Host = Host.NONE) : ISecretId
{
public override string ToString() => this.Name;
#region Implementation of ISecretId
/// <inheritdoc />
[JsonIgnore]
public string SecretId => this.Id;
/// <inheritdoc />
[JsonIgnore]
public string SecretName => this.Name;
#endregion
}

16
app/MindWork AI Studio/Settings/Provider.cs
View File

@ -1,3 +1,5 @@
using System.Text.Json.Serialization;
using AIStudio.Provider;
using Host = AIStudio.Provider.SelfHosted.Host;
@ -22,7 +24,7 @@ public readonly record struct Provider(
Model Model,
bool IsSelfHosted = false,
string Hostname = "http://localhost:1234",
Host Host = Host.NONE)
Host Host = Host.NONE) : ISecretId
{
#region Overrides of ValueType
@ -40,4 +42,16 @@ public readonly record struct Provider(
}
#endregion
#region Implementation of ISecretId
/// <inheritdoc />
[JsonIgnore]
public string SecretId => this.Id;
/// <inheritdoc />
[JsonIgnore]
public string SecretName => this.InstanceName;
#endregion
}

17
app/MindWork AI Studio/Tools/ISecretId.cs Normal file
View File

@ -0,0 +1,17 @@
namespace AIStudio.Tools;
/// <summary>
/// Represents an interface defining a secret identifier.
/// </summary>
public interface ISecretId
{
/// <summary>
/// The unique ID of the secret.
/// </summary>
public string SecretId { get; }
/// <summary>
/// The instance name of the secret.
/// </summary>
public string SecretName { get; }
}

37
app/MindWork AI Studio/Tools/RustService.cs
View File

@ -1,7 +1,6 @@
using System.Security.Cryptography;
using System.Text.Json;
using AIStudio.Provider;
using AIStudio.Tools.Rust;
// ReSharper disable NotAccessedPositionalProperty.Local
@ -255,71 +254,71 @@ public sealed class RustService : IDisposable
}
/// <summary>
/// Try to get the API key for the given provider.
/// Try to get the API key for the given secret ID.
/// </summary>
/// <param name="provider">The provider to get the API key for.</param>
/// <param name="secretId">The secret ID to get the API key for.</param>
/// <param name="isTrying">Indicates if we are trying to get the API key. In that case, we don't log errors.</param>
/// <returns>The requested secret.</returns>
public async Task<RequestedSecret> GetAPIKey(IProvider provider, bool isTrying = false)
public async Task<RequestedSecret> GetAPIKey(ISecretId secretId, bool isTrying = false)
{
var secretRequest = new SelectSecretRequest($"provider::{provider.Id}::{provider.InstanceName}::api_key", Environment.UserName, isTrying);
var secretRequest = new SelectSecretRequest($"provider::{secretId.SecretId}::{secretId.SecretName}::api_key", Environment.UserName, isTrying);
var result = await this.http.PostAsJsonAsync("/secrets/get", secretRequest, this.jsonRustSerializerOptions);
if (!result.IsSuccessStatusCode)
{
if(!isTrying)
this.logger!.LogError($"Failed to get the API key for provider '{provider.Id}' due to an API issue: '{result.StatusCode}'");
this.logger!.LogError($"Failed to get the API key for secret ID '{secretId.SecretId}' due to an API issue: '{result.StatusCode}'");
return new RequestedSecret(false, new EncryptedText(string.Empty), "Failed to get the API key due to an API issue.");
}
var secret = await result.Content.ReadFromJsonAsync<RequestedSecret>(this.jsonRustSerializerOptions);
if (!secret.Success && !isTrying)
this.logger!.LogError($"Failed to get the API key for provider '{provider.Id}': '{secret.Issue}'");
this.logger!.LogError($"Failed to get the API key for secret ID '{secretId.SecretId}': '{secret.Issue}'");
return secret;
}
/// <summary>
/// Try to store the API key for the given provider.
/// Try to store the API key for the given secret ID.
/// </summary>
/// <param name="provider">The provider to store the API key for.</param>
/// <param name="secretId">The secret ID to store the API key for.</param>
/// <param name="key">The API key to store.</param>
/// <returns>The store secret response.</returns>
public async Task<StoreSecretResponse> SetAPIKey(IProvider provider, string key)
public async Task<StoreSecretResponse> SetAPIKey(ISecretId secretId, string key)
{
var encryptedKey = await this.encryptor!.Encrypt(key);
var request = new StoreSecretRequest($"provider::{provider.Id}::{provider.InstanceName}::api_key", Environment.UserName, encryptedKey);
var request = new StoreSecretRequest($"provider::{secretId.SecretId}::{secretId.SecretName}::api_key", Environment.UserName, encryptedKey);
var result = await this.http.PostAsJsonAsync("/secrets/store", request, this.jsonRustSerializerOptions);
if (!result.IsSuccessStatusCode)
{
this.logger!.LogError($"Failed to store the API key for provider '{provider.Id}' due to an API issue: '{result.StatusCode}'");
this.logger!.LogError($"Failed to store the API key for secret ID '{secretId.SecretId}' due to an API issue: '{result.StatusCode}'");
return new StoreSecretResponse(false, "Failed to get the API key due to an API issue.");
}
var state = await result.Content.ReadFromJsonAsync<StoreSecretResponse>(this.jsonRustSerializerOptions);
if (!state.Success)
this.logger!.LogError($"Failed to store the API key for provider '{provider.Id}': '{state.Issue}'");
this.logger!.LogError($"Failed to store the API key for secret ID '{secretId.SecretId}': '{state.Issue}'");
return state;
}
/// <summary>
/// Tries to delete the API key for the given provider.
/// Tries to delete the API key for the given secret ID.
/// </summary>
/// <param name="provider">The provider to delete the API key for.</param>
/// <param name="secretId">The secret ID to delete the API key for.</param>
/// <returns>The delete secret response.</returns>
public async Task<DeleteSecretResponse> DeleteAPIKey(IProvider provider)
public async Task<DeleteSecretResponse> DeleteAPIKey(ISecretId secretId)
{
var request = new SelectSecretRequest($"provider::{provider.Id}::{provider.InstanceName}::api_key", Environment.UserName, false);
var request = new SelectSecretRequest($"provider::{secretId.SecretId}::{secretId.SecretName}::api_key", Environment.UserName, false);
var result = await this.http.PostAsJsonAsync("/secrets/delete", request, this.jsonRustSerializerOptions);
if (!result.IsSuccessStatusCode)
{
this.logger!.LogError($"Failed to delete the API key for provider '{provider.Id}' due to an API issue: '{result.StatusCode}'");
this.logger!.LogError($"Failed to delete the API key for secret ID '{secretId.SecretId}' due to an API issue: '{result.StatusCode}'");
return new DeleteSecretResponse{Success = false, WasEntryFound = false, Issue = "Failed to delete the API key due to an API issue."};
}
var state = await result.Content.ReadFromJsonAsync<DeleteSecretResponse>(this.jsonRustSerializerOptions);
if (!state.Success)
this.logger!.LogError($"Failed to delete the API key for provider '{provider.Id}': '{state.Issue}'");
this.logger!.LogError($"Failed to delete the API key for secret ID '{secretId.SecretId}': '{state.Issue}'");
return state;
}

96
app/MindWork AI Studio/Tools/Validation/ProviderValidation.cs Normal file
View File

@ -0,0 +1,96 @@
using AIStudio.Provider;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Tools.Validation;
public sealed class ProviderValidation
{
public Func<LLMProviders> GetProvider { get; init; } = () => LLMProviders.NONE;
public Func<string> GetAPIKeyStorageIssue { get; init; } = () => string.Empty;
public Func<string> GetPreviousInstanceName { get; init; } = () => string.Empty;
public Func<IEnumerable<string>> GetUsedInstanceNames { get; init; } = () => [];
public Func<Host> GetHost { get; init; } = () => Host.NONE;
public string? ValidatingHostname(string hostname)
{
if(this.GetProvider() != LLMProviders.SELF_HOSTED)
return null;
if(string.IsNullOrWhiteSpace(hostname))
return "Please enter a hostname, e.g., http://localhost:1234";
if(!hostname.StartsWith("http://", StringComparison.InvariantCultureIgnoreCase) && !hostname.StartsWith("https://", StringComparison.InvariantCultureIgnoreCase))
return "The hostname must start with either http:// or https://";
if(!Uri.TryCreate(hostname, UriKind.Absolute, out _))
return "The hostname is not a valid HTTP(S) URL.";
return null;
}
public string? ValidatingAPIKey(string apiKey)
{
if(this.GetProvider() is LLMProviders.SELF_HOSTED)
return null;
var apiKeyStorageIssue = this.GetAPIKeyStorageIssue();
if(!string.IsNullOrWhiteSpace(apiKeyStorageIssue))
return apiKeyStorageIssue;
if(string.IsNullOrWhiteSpace(apiKey))
return "Please enter an API key.";
return null;
}
public string? ValidatingInstanceName(string instanceName)
{
if (string.IsNullOrWhiteSpace(instanceName))
return "Please enter an instance name.";
if (instanceName.Length > 40)
return "The instance name must not exceed 40 characters.";
// The instance name must be unique:
var lowerInstanceName = instanceName.ToLowerInvariant();
if (lowerInstanceName != this.GetPreviousInstanceName() && this.GetUsedInstanceNames().Contains(lowerInstanceName))
return "The instance name must be unique; the chosen name is already in use.";
return null;
}
public string? ValidatingModel(Model model)
{
if(this.GetProvider() is LLMProviders.SELF_HOSTED && this.GetHost() == Host.LLAMACPP)
return null;
if (model == default)
return "Please select a model.";
return null;
}
public string? ValidatingProvider(LLMProviders llmProvider)
{
if (llmProvider == LLMProviders.NONE)
return "Please select a provider.";
return null;
}
public string? ValidatingHost(Host host)
{
if(this.GetProvider() is not LLMProviders.SELF_HOSTED)
return null;
if (host == Host.NONE)
return "Please select a host.";
return null;
}
}

4
app/MindWork AI Studio/wwwroot/changelog/v0.9.22.md
View File

@ -1,2 +1,4 @@
# v0.9.22, build 197 (2024-1x-xx xx:xx UTC)
- Added the possibility to configure preview feature visibility in the app settings. This is useful for users who want to test new features before they are officially released.
- Added the possibility to configure preview feature visibility in the app settings. This is useful for users who want to test new features before they are officially released.
- Added the possibility to configure embedding providers in the app settings. Embeddings are necessary in order to integrate local data and files.
- Improved self-hosted LLM provider configuration by filtering embedding models.