MindWorkAI/AI-Studio
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Added a semantic search tool (#1005)
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Thorsten Sommer authored and GitHub committed 2026-09-27 16:26:52 +02:00
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commit 1eaca9b12f
91 files changed
+4248 -487
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app/MindWork AI Studio/Components/DataSourceSelection.razor
+80 -36
View File
@@ -60,9 +60,22 @@
<MudTextSwitch Label="@T("Are data sources enabled?")" Value="@this.areDataSourcesEnabled" LabelOn="@T("Yes, I want to use data sources.")" LabelOff="@T("No, I don't want to use data sources.")" ValueChanged="@this.EnabledChanged" Dense="@true"/>
@if (this.areDataSourcesEnabled)
{
@* Where Semantic Search cannot be used, there is no choice to make, only the reason to tell: *@
@if (this.IsSemanticSearchUnavailable)
{
<MudJustifiedText Typo="Typo.body2" Color="Color.Info" Class="mb-2">
@this.GetSemanticSearchUnavailableMessage()
</MudJustifiedText>
}
else
{
<MudTextSwitch Label="@T("Semantic Search")" Value="@this.IsSemanticSearchPreferred" LabelOn="@T("Yes, the AI searches your data sources itself, whenever a question calls for it (Semantic Search).")" LabelOff="@T("No, AI Studio searches your data sources with every message, before the AI answers (classic RAG).")" ValueChanged="@this.SemanticSearchChanged" Dense="@true"/>
}
<MudTextSwitch Label="@T("AI-based data source selection")" Value="@this.aiBasedSourceSelection" LabelOn="@T("Yes, let the AI decide which data sources are needed.")" LabelOff="@T("No, I manually decide which data source to use.")" ValueChanged="@this.AutoModeChanged" Dense="@true"/>
@if (this.SettingsManager.ConfigurationData.AgentRetrievalContextValidation.EnableRetrievalContextValidation)
@* With Semantic Search, no agent takes part: nothing would validate the retrieved data. *@
@if (this.SettingsManager.ConfigurationData.AgentRetrievalContextValidation.EnableRetrievalContextValidation && !this.IsSemanticSearchEffective)
{
<MudTextSwitch Label="@T("AI-based data validation")" Value="@this.aiBasedValidation" LabelOn="@T("Yes, let the AI validate & filter the retrieved data.")" LabelOff="@T("No, use all data retrieved from the data sources.")" ValueChanged="@this.ValidationModeChanged" Dense="@true"/>
}
@@ -75,12 +88,6 @@
</MudText>
break;
case true when this.DataSourcesAISelected.Count == 0:
<MudText Typo="Typo.body2" Class="mb-2">
@T("The AI evaluates each of your inputs to determine whether and which data sources are necessary. Currently, the AI has not selected any source.")
</MudText>
break;
case false when this.GetListedDataSources().Count == 0:
<MudText Typo="Typo.body2" Class="mb-2">
@T("Your data sources cannot be used with the selected providers due to data privacy or confidence-level requirements, or they are currently unavailable.")
@@ -99,6 +106,19 @@
break;
case true:
@if (this.IsSemanticSearchEffective)
{
<MudText Typo="Typo.body2" Class="mb-2">
@T("Whenever a question calls for it, the AI picks the fitting ones among these data sources itself.")
</MudText>
}
else if (this.DataSourcesAISelected.Count == 0)
{
<MudText Typo="Typo.body2" Class="mb-2">
@T("The AI evaluates each of your inputs to determine whether and which data sources are necessary. Currently, the AI has not selected any source.")
</MudText>
}
<MudExpansionPanels MultiExpansion="@false" Class="mt-3" Style="max-height: 14em;">
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.TouchApp" IconSize="Size.Small" HeaderTypo="Typo.subtitle1" HeaderClass="expansion-panel-header-compact" HeaderText="@T("Available Data Sources")">
<MudList T="IDataSource" Dense="@true" Class="data-source-rows" SelectionMode="MudBlazor.SelectionMode.SingleSelection" SelectedValues="@this.selectedDataSources" Style="max-height: 14em;">
@@ -108,34 +128,42 @@
}
</MudList>
</ExpansionPanel>
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.Filter" IconSize="Size.Small" HeaderTypo="Typo.subtitle1" HeaderClass="expansion-panel-header-compact" HeaderText="@T("AI-Selected Data Sources")">
<MudList T="DataSourceAgentSelected" Dense="@true" Class="data-source-rows" SelectionMode="MudBlazor.SelectionMode.MultiSelection" ReadOnly="@true" SelectedValues="@this.GetSelectedDataSourcesWithAI()" Style="max-height: 14em;">
@foreach (var source in this.DataSourcesAISelected)
{
<MudListItem Value="@source">
<ChildContent>
<MudStack Row="true" AlignItems="AlignItems.Center" Spacing="1" Style="min-width: 0; width: 100%;">
<MudText Typo="Typo.body2" Style="min-width: 0; white-space: normal; overflow-wrap: anywhere;">
@source.DataSource.Name
</MudText>
@if (source.DataSource is IInternalDataSource internalSource)
{
<MudSpacer/>
<MudTooltip Text="@internalSource.ConfidenceLevel.GetName()">
<MudIcon Icon="@Icons.Material.Filled.Security" Size="Size.Small" Class="confidence-icon" Style="@this.GetConfidenceIconStyle(internalSource)"/>
</MudTooltip>
}
</MudStack>
@*
With Semantic Search, no agent selects: the chat model picks with each search, and its
searches show in the answer. With classic RAG, there is something to show once the agent
picked for a message.
*@
@if (!this.IsSemanticSearchEffective && this.DataSourcesAISelected.Count > 0)
{
<ExpansionPanel HeaderIcon="@Icons.Material.Filled.Filter" IconSize="Size.Small" HeaderTypo="Typo.subtitle1" HeaderClass="expansion-panel-header-compact" HeaderText="@T("AI-Selected Data Sources")">
<MudList T="DataSourceAgentSelected" Dense="@true" Class="data-source-rows" SelectionMode="MudBlazor.SelectionMode.MultiSelection" ReadOnly="@true" SelectedValues="@this.GetSelectedDataSourcesWithAI()" Style="max-height: 14em;">
@foreach (var source in this.DataSourcesAISelected)
{
<MudListItem Value="@source">
<ChildContent>
<MudStack Row="true" AlignItems="AlignItems.Center" Spacing="1" Style="min-width: 0; width: 100%;">
<MudText Typo="Typo.body2" Style="min-width: 0; white-space: normal; overflow-wrap: anywhere;">
@source.DataSource.Name
</MudText>
@if (source.DataSource is IInternalDataSource internalSource)
{
<MudSpacer/>
<MudTooltip Text="@internalSource.ConfidenceLevel.GetName()">
<MudIcon Icon="@Icons.Material.Filled.Security" Size="Size.Small" Class="confidence-icon" Style="@this.GetConfidenceIconStyle(internalSource)"/>
</MudTooltip>
}
</MudStack>
<MudProgressLinear Color="Color.Info" Min="0" Max="1" Value="@source.AIDecision.Confidence"/>
<MudJustifiedText Typo="Typo.body2">
@(this.GetAIReasoning(source))
</MudJustifiedText>
</ChildContent>
</MudListItem>
}
</MudList>
</ExpansionPanel>
<MudProgressLinear Color="Color.Info" Min="0" Max="1" Value="@source.AIDecision.Confidence"/>
<MudJustifiedText Typo="Typo.body2">
@(this.GetAIReasoning(source))
</MudJustifiedText>
</ChildContent>
</MudListItem>
}
</MudList>
</ExpansionPanel>
}
</MudExpansionPanels>
break;
}
@@ -182,8 +210,24 @@ else if (this.SelectionMode is DataSourceSelectionMode.CONFIGURATION_MODE)
<MudTextSwitch Label="@T("Are data sources enabled?")" Value="@this.areDataSourcesEnabled" LabelOn="@T("Yes, I want to use data sources.")" LabelOff="@T("No, I don't want to use data sources.")" ValueChanged="@this.EnabledChanged" Disabled="@(this.ReadOnly || this.IsPreselectedDataSourcesDisabledLocked())"/>
@if (this.areDataSourcesEnabled)
{
<MudTextSwitch Label="@T("Semantic Search")" Value="@this.IsSemanticSearchPreferred" LabelOn="@T("Yes, the AI searches your data sources itself, whenever a question calls for it (Semantic Search).")" LabelOff="@T("No, AI Studio searches your data sources with every message, before the AI answers (classic RAG).")" ValueChanged="@this.SemanticSearchChanged" Disabled="@(this.ReadOnly || this.IsPreselectedDataSourcesRetrievalModeLocked())"/>
@* No provider is known here, so this says in general what the chat itself tells about its model: *@
@if (this.IsSemanticSearchPreferred)
{
<MudJustifiedText Typo="Typo.body2" Class="mb-3">
@T("When the model of a chat cannot use tools, AI Studio uses classic RAG instead and searches your data sources with every message.")
</MudJustifiedText>
}
<MudTextSwitch Label="@T("AI-based data source selection")" Value="@this.aiBasedSourceSelection" LabelOn="@T("Yes, let the AI decide which data sources are needed.")" LabelOff="@T("No, I manually decide which data source to use.")" ValueChanged="@this.AutoModeChanged" Disabled="@(this.ReadOnly || this.IsPreselectedDataSourcesAutomaticSelectionLocked())"/>
<MudTextSwitch Label="@T("AI-based data validation")" Value="@this.aiBasedValidation" LabelOn="@T("Yes, let the AI validate & filter the retrieved data.")" LabelOff="@T("No, use all data retrieved from the data sources.")" ValueChanged="@this.ValidationModeChanged" Disabled="@(this.ReadOnly || this.IsPreselectedDataSourcesAutomaticValidationLocked())"/>
@* Semantic Search may fall back to searching with every message, so the validation is kept, marked as belonging to that way only: *@
<MudPaper Class="pa-3 mb-3 border-dashed border rounded-lg">
<MudJustifiedText Typo="Typo.body2" Class="mb-2">
@T("Only used with classic RAG, which searches your data sources with every message:")
</MudJustifiedText>
<MudTextSwitch Label="@T("AI-based data validation")" Value="@this.aiBasedValidation" LabelOn="@T("Yes, let the AI validate & filter the retrieved data.")" LabelOff="@T("No, use all data retrieved from the data sources.")" ValueChanged="@this.ValidationModeChanged" Disabled="@(this.ReadOnly || this.IsPreselectedDataSourcesAutomaticValidationLocked())"/>
</MudPaper>
<MudField Label="@T("Available Data Sources")" Variant="Variant.Outlined" Class="mb-3" Disabled="@(this.ReadOnly || this.aiBasedSourceSelection || this.IsPreselectedDataSourceIdsLocked())">
<MudList T="IDataSource" Dense="@true" Class="data-source-rows" SelectionMode="@this.GetListSelectionMode()" @bind-SelectedValues:get="@this.selectedDataSources" @bind-SelectedValues:set="@(x => this.SelectionChanged(x))" ReadOnly="@(this.ReadOnly || this.IsPreselectedDataSourceIdsLocked())">
@*