Added embedding information

app/MindWork AI Studio/Assistants/ERI/AssistantERI.razor

@@ -146,6 +146,57 @@
     }
 </MudSelect>
 
+<MudText Typo="Typo.h4" Class="mt-6 mb-3">
+    Embedding settings
+</MudText>
+
+<MudText Typo="Typo.body1" Class="mb-2">
+    You will likely use one or more embedding methods to encode the meaning of your data into a typically high-dimensional vector
+    space. In this case, you will use a vector database to store and search these vectors (called embeddings). However, you don't
+    have to use embedding methods. When your retrieval method works without any embedding, you can ignore this section. An example: You
+    store files on a file server, and your retrieval method works exclusively with file names in the file system, so you don't
+    need embeddings.
+</MudText>
+
+<MudText Typo="Typo.body1" Class="mb-3">
+    You can specify more than one embedding method. This can be useful when you want to use different embeddings for different queries
+    or data types. For example, one embedding for texts, another for images, and a third for videos, etc.
+</MudText>
+
+<MudTable Items="@this.embeddings" Hover="@true" Class="border-dashed border rounded-lg">
+    <ColGroup>
+        <col/>
+        <col style="width: 34em;"/>
+        <col style="width: 34em;"/>
+    </ColGroup>
+    <HeaderContent>
+        <MudTh>Name</MudTh>
+        <MudTh>Type</MudTh>
+        <MudTh Style="text-align: left;">Actions</MudTh>
+    </HeaderContent>
+    <RowTemplate>
+        <MudTd>@context.EmbeddingName</MudTd>
+        <MudTd>@context.EmbeddingType</MudTd>
+        <MudTd Style="text-align: left;">
+            <MudButton Variant="Variant.Filled" Color="Color.Info" StartIcon="@Icons.Material.Filled.Edit" Class="ma-2" OnClick="() => this.EditEmbedding(context)">
+                Edit
+            </MudButton>
+            <MudButton Variant="Variant.Filled" Color="Color.Error" StartIcon="@Icons.Material.Filled.Delete" Class="ma-2" OnClick="() => this.DeleteEmbedding(context)">
+                Delete
+            </MudButton>
+        </MudTd>
+    </RowTemplate>
+</MudTable>
+
+@if(this.embeddings.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.AddEmbedding">
+    Add Embedding
+</MudButton>
+
 <MudText Typo="Typo.h4" Class="mt-6 mb-1">
     Data retrieval settings
 </MudText>

app/MindWork AI Studio/Assistants/ERI/AssistantERI.razor.cs

@@ -1,7 +1,10 @@
 using AIStudio.Chat;
+using AIStudio.Dialogs;
 
 using Microsoft.AspNetCore.Components;
 
+using DialogOptions = AIStudio.Dialogs.DialogOptions;
+
 namespace AIStudio.Assistants.ERI;
 
 public partial class AssistantERI : AssistantBaseCore
@@ -9,6 +12,9 @@ public partial class AssistantERI : AssistantBaseCore
     [Inject]
     private HttpClient HttpClient { get; set; } = null!;
     
+    [Inject]
+    private IDialogService DialogService { get; init; } = null!;
+    
     public override Tools.Components Component => Tools.Components.ERI_ASSISTANT;
     
     protected override string Title => "ERI Server";
@@ -56,6 +62,7 @@ public partial class AssistantERI : AssistantBaseCore
             this.authDescription = string.Empty;
             this.selectedOperatingSystem = OperatingSystem.NONE;
             this.allowedLLMProviders = AllowedLLMProviders.NONE;
+            this.embeddings = new();
             this.retrievalDescription = string.Empty;
             this.additionalLibraries = string.Empty;
         }
@@ -83,6 +90,7 @@ public partial class AssistantERI : AssistantBaseCore
             this.authDescription = this.SettingsManager.ConfigurationData.ERI.PreselectedAuthDescription;
             this.selectedOperatingSystem = this.SettingsManager.ConfigurationData.ERI.PreselectedOperatingSystem;
             this.allowedLLMProviders = this.SettingsManager.ConfigurationData.ERI.PreselectedAllowedLLMProviders;
+            this.embeddings = this.SettingsManager.ConfigurationData.ERI.EmbeddingInfos;
             this.retrievalDescription = this.SettingsManager.ConfigurationData.ERI.PreselectedRetrievalDescription;
             this.additionalLibraries = this.SettingsManager.ConfigurationData.ERI.PreselectedAdditionalLibraries;
             return true;
@@ -115,6 +123,7 @@ public partial class AssistantERI : AssistantBaseCore
         this.SettingsManager.ConfigurationData.ERI.PreselectedAuthDescription = this.authDescription;
         this.SettingsManager.ConfigurationData.ERI.PreselectedOperatingSystem = this.selectedOperatingSystem;
         this.SettingsManager.ConfigurationData.ERI.PreselectedAllowedLLMProviders = this.allowedLLMProviders;
+        this.SettingsManager.ConfigurationData.ERI.EmbeddingInfos = this.embeddings;
         this.SettingsManager.ConfigurationData.ERI.PreselectedRetrievalDescription = this.retrievalDescription;
         this.SettingsManager.ConfigurationData.ERI.PreselectedAdditionalLibraries = this.additionalLibraries;
         await this.SettingsManager.StoreSettings();
@@ -135,6 +144,7 @@ public partial class AssistantERI : AssistantBaseCore
     private string authDescription = string.Empty;
     private OperatingSystem selectedOperatingSystem = OperatingSystem.NONE;
     private AllowedLLMProviders allowedLLMProviders = AllowedLLMProviders.NONE;
+    private List<EmbeddingInfo> embeddings = new();
     private string retrievalDescription = string.Empty;
     private string additionalLibraries = string.Empty;
     
@@ -389,6 +399,62 @@ public partial class AssistantERI : AssistantBaseCore
                 return true;
         }
     }
+    
+    private async Task AddEmbedding()
+    {
+        var dialogParameters = new DialogParameters<EmbeddingMethodDialog>
+        {
+            { x => x.IsEditing, false },
+        };
+        
+        var dialogReference = await this.DialogService.ShowAsync<EmbeddingMethodDialog>("Add Embedding", dialogParameters, DialogOptions.FULLSCREEN);
+        var dialogResult = await dialogReference.Result;
+        if (dialogResult is null || dialogResult.Canceled)
+            return;
+
+        var addedEmbedding = (EmbeddingInfo)dialogResult.Data!;
+        this.embeddings.Add(addedEmbedding);
+        await this.AutoSave();
+    }
+    
+    private async Task EditEmbedding(EmbeddingInfo embeddingInfo)
+    {
+        var dialogParameters = new DialogParameters<EmbeddingMethodDialog>
+        {
+            { x => x.DataEmbeddingName, embeddingInfo.EmbeddingName },
+            { x => x.DataEmbeddingType, embeddingInfo.EmbeddingType },
+            { x => x.DataDescription, embeddingInfo.Description },
+            { x => x.DataUsedWhen, embeddingInfo.UsedWhen },
+            { x => x.DataLink, embeddingInfo.Link },
+            { x => x.IsEditing, true },
+        };
+
+        var dialogReference = await this.DialogService.ShowAsync<EmbeddingMethodDialog>("Edit Embedding", dialogParameters, DialogOptions.FULLSCREEN);
+        var dialogResult = await dialogReference.Result;
+        if (dialogResult is null || dialogResult.Canceled)
+            return;
+
+        var editedEmbedding = (EmbeddingInfo)dialogResult.Data!;
+        
+        this.embeddings[this.embeddings.IndexOf(embeddingInfo)] = editedEmbedding;
+        await this.AutoSave();
+    }
+    
+    private async Task DeleteEmbedding(EmbeddingInfo embeddingInfo)
+    {
+        var dialogParameters = new DialogParameters
+        {
+            { "Message", $"Are you sure you want to delete the embedding '{embeddingInfo.EmbeddingName}'?" },
+        };
+        
+        var dialogReference = await this.DialogService.ShowAsync<ConfirmDialog>("Delete Embedding", dialogParameters, DialogOptions.FULLSCREEN);
+        var dialogResult = await dialogReference.Result;
+        if (dialogResult is null || dialogResult.Canceled)
+            return;
+        
+        this.embeddings.Remove(embeddingInfo);
+        await this.AutoSave();
+    }
 
     private async Task GenerateServer()
     {

app/MindWork AI Studio/Assistants/ERI/EmbeddingInfo.cs

@@ -0,0 +1,19 @@
+namespace AIStudio.Assistants.ERI;
+
+/// <summary>
+/// Represents information about the used embedding for a data source.
+/// </summary>
+/// <param name="EmbeddingType">What kind of embedding is used. For example, "Transformer Embedding," "Contextual Word
+/// Embedding," "Graph Embedding," etc.</param>
+/// <param name="EmbeddingName">Name the embedding used. This can be a library, a framework, or the name of the used
+/// algorithm.</param>
+/// <param name="Description">A short description of the embedding. Describe what the embedding is doing.</param>
+/// <param name="UsedWhen">Describe when the embedding is used. For example, when the user prompt contains certain
+/// keywords, or anytime?</param>
+/// <param name="Link">A link to the embedding's documentation or the source code. Might be null.</param>
+public readonly record struct EmbeddingInfo(
+    string EmbeddingType,
+    string EmbeddingName,
+    string Description,
+    string UsedWhen,
+    string? Link);