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Added local RAG (#756)
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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Paul KoudelkaandThorsten Sommer authored and 
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@@ -14,7 +14,7 @@
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<MudForm @ref="@this.form" @bind-IsValid="@this.dataIsValid" @bind-Errors="@this.dataIssues">
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<MudStack Row="@true" AlignItems="AlignItems.Center">
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@* ReSharper disable once CSharpWarnings::CS8974 *@
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<MudSelect @bind-Value="@this.DataLLMProvider" Label="@T("Provider")" Class="mb-3" Disabled="@this.IsEnterpriseConfiguration" Validation="@this.providerValidation.ValidatingProvider">
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<MudSelect @bind-Value="@this.DataLLMProvider" Label="@T("Provider")" Class="mb-3" OpenIcon="@Icons.Material.Filled.AccountBalance" AdornmentColor="Color.Info" Adornment="Adornment.Start" Disabled="@this.IsEnterpriseConfiguration" Validation="@this.providerValidation.ValidatingProvider">
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@foreach (LLMProviders provider in Enum.GetValues(typeof(LLMProviders)))
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{
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if (provider.ProvideEmbeddingAPI() || provider is LLMProviders.NONE)
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@@ -29,7 +29,7 @@
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@T("Create account")
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</MudButton>
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</MudStack>
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@if (this.DataLLMProvider.IsAPIKeyNeeded(this.DataHost))
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{
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<SecretInputField Secret="@this.dataAPIKey" SecretChanged="@this.OnAPIKeyChanged" Label="@this.APIKeyText" Validation="@this.providerValidation.ValidatingAPIKey"/>
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@@ -98,15 +98,14 @@
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Disabled="@this.IsEnterpriseConfiguration"
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Validation="@this.ValidateManuallyModel"
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UserAttributes="@SPELLCHECK_ATTRIBUTES"
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HelperText="@T("Currently, we cannot query the embedding models for the selected provider and/or host. Therefore, please enter the model name manually.")"
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/>
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HelperText="@T("Currently, we cannot query the embedding models for the selected provider and/or host. Therefore, please enter the model name manually.")"/>
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}
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else
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{
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<MudButton Disabled="@(this.IsEnterpriseConfiguration || !this.DataLLMProvider.CanLoadModels(this.DataHost, this.dataAPIKey))" Variant="Variant.Filled" Size="Size.Small" StartIcon="@Icons.Material.Filled.Refresh" OnClick="@this.ReloadModels">
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@T("Load")
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</MudButton>
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@if(this.availableModels.Count is 0)
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@if (this.availableModels.Count is 0)
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{
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<MudText Typo="Typo.body1">
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@T("No models loaded or available.")
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@@ -150,18 +149,77 @@
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AdornmentColor="Color.Info"
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Disabled="@this.IsEnterpriseConfiguration"
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Validation="@this.providerValidation.ValidatingInstanceName"
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UserAttributes="@SPELLCHECK_ATTRIBUTES"
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/>
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UserAttributes="@SPELLCHECK_ATTRIBUTES"/>
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@if (this.DataLLMProvider != LLMProviders.NONE)
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{
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<MudStack>
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<MudButton OnClick="@this.ToggleExpertSettings">
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@(this.showExpertSettings ? T("Hide Expert Settings") : T("Show Expert Settings"))
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</MudButton>
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<MudDivider />
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<MudCollapse Expanded="@this.showExpertSettings" Class="@this.GetExpertStyles">
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<MudJustifiedText Typo="Typo.body1" Class="mb-3">
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@T("Please be aware: This section is for experts only. For cloud providers, the selected tokenizer and chunk settings may not match the real embedding model limits exactly.")
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</MudJustifiedText>
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<MudNumericField
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T="int"
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@bind-Value="@this.DataTokenLimit"
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Label="@T("Token limit")"
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Class="mb-3"
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Min="1"
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Immediate="@true"
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Adornment="Adornment.Start"
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AdornmentIcon="@Icons.Material.Filled.Numbers"
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AdornmentColor="Color.Info"
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Validation="@this.ValidateTokenLimit"
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HelperText="@T("Maximum number of tokens sent to the embedding model per chunk. The default is 8,192.")"/>
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<MudNumericField
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T="int"
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@bind-Value="@this.DataEmbeddingBatchSize"
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Label="@T("Embedding batch size")"
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Class="mb-3"
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Min="1"
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Immediate="@true"
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Adornment="Adornment.Start"
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AdornmentIcon="@Icons.Material.Filled.FormatListNumbered"
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AdornmentColor="Color.Info"
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Validation="@this.ValidateEmbeddingBatchSize"
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HelperText="@T("How many chunks are sent to the embedding provider at once. The default is 1.")"/>
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<MudStack Row="@true" Spacing="3" Class="mb-3" StretchItems="StretchItems.None" AlignItems="AlignItems.Center">
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<MudTextField
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T="string"
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Text="@this.dataFilePath"
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TextChanged="@this.OnDataFilePathChanged"
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Label="@T("Selected file path for the custom tokenizer")"
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Validation="@this.providerValidation.ValidatingCustomTokenizer"
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Adornment="Adornment.Start"
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AdornmentIcon="@Icons.Material.Filled.AttachFile"
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UserAttributes="@SPELLCHECK_ATTRIBUTES"
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Variant="Variant.Outlined"
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Clearable="@true"
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Error="@(!string.IsNullOrWhiteSpace(this.dataCustomTokenizerValidationIssue))"
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ErrorText="@this.dataCustomTokenizerValidationIssue"
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OnClearButtonClick="@this.ClearPathTokenizer"
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/>
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<MudButton StartIcon="@Icons.Material.Filled.FolderOpen" Variant="Variant.Outlined" Color="Color.Primary" Disabled="@this.isTokenizerFileDialogOpen" OnClick="@this.OpenTokenizerFileDialog">
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@T("Choose File")
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</MudButton>
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</MudStack>
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</MudCollapse>
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</MudStack>
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}
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</MudForm>
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<Issues IssuesData="@this.dataIssues"/>
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@if (this.dataStoreWasAttempted)
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{
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<Issues IssuesData="@this.dataIssues"/>
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}
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</DialogContent>
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<DialogActions>
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<MudButton OnClick="@this.Cancel" Variant="Variant.Filled">
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@T("Cancel")
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</MudButton>
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<MudButton OnClick="@this.Store" Variant="Variant.Filled" Color="Color.Primary">
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@if(this.IsEditing)
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@if (this.IsEditing)
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{
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@T("Update")
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}
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