Added a semantic search tool (#1005)

app/MindWork AI Studio/Plugins/configuration/plugin.lua

@@ -467,6 +467,20 @@ CONFIG["SETTINGS"] = {}
 -- Controls whether data sources are off by default:
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesDisabled"] = false
 
+-- Controls how the data sources are searched. Allowed values are:
+--   SEMANTIC_SEARCH -> the AI searches the data sources itself, through the tool
+--                      semantic_search, whenever a question calls for it. This is the default.
+--   EVERY_MESSAGE   -> AI Studio searches the data sources with every message, before the AI
+--                      answers.
+-- SEMANTIC_SEARCH works only where semantic_search can be offered: the model has to be able to
+-- call tools, neither the tools nor semantic_search may be switched off, and the provider has
+-- to meet a minimum confidence you set for semantic_search, see DataTools. Otherwise, AI Studio
+-- searches with every message instead.
+-- With SEMANTIC_SEARCH, no agent takes part: DataChat.PreselectedDataSourcesAutomaticSelection
+-- then lets the AI itself choose among all data sources it may use, and
+-- DataChat.PreselectedDataSourcesAutomaticValidation has no effect.
+-- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesRetrievalMode"] = "EVERY_MESSAGE"
+
 -- Controls whether AI Studio asks an agent to choose data sources:
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesAutomaticSelection"] = true
 
@@ -495,6 +509,7 @@ CONFIG["SETTINGS"] = {}
 -- CONFIG["SETTINGS"]["DataChat.PreselectedProfile.AllowUserOverride"] = true
 -- CONFIG["SETTINGS"]["DataChat.PreselectedChatTemplate.AllowUserOverride"] = true
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesDisabled.AllowUserOverride"] = true
+-- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesRetrievalMode.AllowUserOverride"] = true
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesAutomaticSelection.AllowUserOverride"] = true
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourcesAutomaticValidation.AllowUserOverride"] = true
 -- CONFIG["SETTINGS"]["DataChat.PreselectedDataSourceIds.AllowUserOverride"] = true
@@ -736,18 +751,27 @@ CONFIG["SETTINGS"] = {}
 
 -- Disable individual tools by their stable tool ID. The default is an empty set.
 -- Unknown IDs are safely ignored and can be deployed before a future tool is installed.
+-- semantic_search lets the model search the data sources of a chat itself. Nobody selects it:
+-- it offers itself whenever a chat has data sources to search. Disabling it makes AI Studio
+-- search the data sources with every message instead, the way it does for models without
+-- tool usage.
 -- CONFIG["SETTINGS"]["DataTools.DisabledToolIds"] = { "web_search" }
 
 -- Configure the minimum provider confidence level required for individual tools.
--- Tool IDs include: web_search, read_web_page, search_confluence
+-- Tool IDs include: web_search, read_web_page, search_confluence, semantic_search
 -- Allowed values are: NONE, UNTRUSTED, VERY_LOW, LOW, MODERATE, MEDIUM, HIGH
--- Defaults: web_search = VERY_LOW, read_web_page = VERY_LOW, search_confluence = HIGH
+-- Defaults: web_search = VERY_LOW, read_web_page = VERY_LOW, search_confluence = HIGH,
+-- semantic_search = NONE
 -- search_confluence always searches with a HIGH-confidence provider only, whatever value is
 -- set here.
+-- semantic_search offers a provider only the data sources whose own confidence level it meets,
+-- so it needs no minimum of its own. A provider below a minimum set here has the data sources
+-- searched with every message instead.
 -- CONFIG["SETTINGS"]["DataTools.MinimumProviderConfidenceByToolId"] = {
 --     ["web_search"] = "VERY_LOW",
 --     ["read_web_page"] = "VERY_LOW",
---     ["search_confluence"] = "HIGH"
+--     ["search_confluence"] = "HIGH",
+--     ["semantic_search"] = "NONE"
 -- }
 
 -- Configure the settings of individual tools. Keys are "<tool ID>.<field name>", values are
@@ -1073,19 +1097,29 @@ CONFIG["CHAT_TEMPLATES"] = {}
 --     -- organization switched off. A tool has to meet the confidence requirements of the
 --     -- provider in use, so it may stay unavailable even though this template names it.
 --     -- Tool IDs include: web_search, read_web_page, search_confluence
---     -- Selecting search_confluence also selects read_web_page.
+--     -- Selecting search_confluence also selects read_web_page. semantic_search cannot be
+--     -- selected here: it offers itself whenever the chat has data sources to search.
 --     ["ToolIds"] = {
 --         "read_web_page",
 --     },
 --
 --     -- Optional: the data source options a chat with this template starts with.
 --     -- Every field inside is optional as well. DisableDataSources defaults to false here,
---     -- because writing this table at all says that the template wants data sources; the
---     -- other three default to false and an empty list.
+--     -- because writing this table at all says that the template wants data sources;
+--     -- RetrievalMode defaults to SEMANTIC_SEARCH, and the other three default to false and
+--     -- an empty list.
 --     ["DataSourceOptions"] = {
 --         -- Set to true to start the chat with data sources switched off.
 --         ["DisableDataSources"] = false,
 --
+--         -- How the data sources are searched, with the same values and the same fallback
+--         -- as DataChat.PreselectedDataSourcesRetrievalMode: SEMANTIC_SEARCH lets the AI
+--         -- search them itself whenever a question calls for it, EVERY_MESSAGE lets AI Studio
+--         -- search them with every message. With SEMANTIC_SEARCH, no agent takes part:
+--         -- AutomaticDataSourceSelection then lets the AI itself choose among all data
+--         -- sources it may use, and AutomaticValidation has no effect.
+--         ["RetrievalMode"] = "EVERY_MESSAGE",
+--
 --         -- Let an agent choose the fitting data sources for each question. When true,
 --         -- PreselectedDataSourceIds is not used.
 --         ["AutomaticDataSourceSelection"] = false,

app/MindWork AI Studio/Plugins/languages/de-de-43065dbc-78d0-45b7-92be-f14c2926e2dc/plugin.lua

@@ -3942,6 +3942,12 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCEMANAGEMENT::T926703547"] = "Lok
 -- Yes, let the AI decide which data sources are needed.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1031370894"] = "Ja, die KI soll entscheiden, welche Datenquellen benötigt werden."
 
+-- The selected provider is not trusted enough for Semantic Search, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1071901367"] = "Der ausgewählte Anbieter ist für die semantische Suche nicht vertrauenswürdig genug. Daher nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
+
+-- Yes, the AI searches your data sources itself, whenever a question calls for it (Semantic Search).
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1087321364"] = "Ja, die KI durchsucht Ihre Datenquellen selbst, wann immer eine Frage es erfordert (semantische Suche)."
+
 -- Yes, let the AI validate & filter the retrieved data.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1309929755"] = "Ja, die KI soll die abgerufenen Daten überprüfen und filtern."
 
@@ -3954,6 +3960,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T168406579"] = "KI-a
 -- AI-based data validation
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1744745490"] = "KI-gestützte Datenvalidierung"
 
+-- The selected model cannot use tools, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1848447607"] = "Das ausgewählte Modell kann keine Werkzeuge verwenden. Daher nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
+
 -- These data sources are preselected, but cannot be used right now, either due to data privacy or confidence-level requirements, or because they are unavailable:
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1852534051"] = "Diese Datenquellen sind vorausgewählt, können derzeit jedoch nicht verwendet werden – entweder aufgrund von Datenschutz- oder Vertrauensanforderungen oder weil sie nicht verfügbar sind:"
 
@@ -3969,12 +3978,21 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T21181525"] = "Wähl
 -- Manage your data sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2149927097"] = "Ihre Datenquellen verwalten"
 
+-- When the model of a chat cannot use tools, AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2382076848"] = "Wenn das Modell eines Chats keine Werkzeuge verwenden kann, nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
+
 -- Select data
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T274155039"] = "Daten auswählen"
 
+-- Whenever a question calls for it, the AI picks the fitting ones among these data sources itself.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2854302511"] = "Wann immer eine Frage es erfordert, wählt die KI selbst die passenden unter diesen Datenquellen aus."
+
 -- Your data sources cannot be used with the selected providers due to data privacy or confidence-level requirements, or they are currently unavailable.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2975936221"] = "Ihre Datenquellen können aufgrund von Datenschutzbestimmungen oder Anforderungen an das Vertrauensniveau nicht mit den ausgewählten Anbietern verwendet werden oder sind derzeit nicht verfügbar."
 
+-- Only used with classic RAG, which searches your data sources with every message:
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3004548232"] = "Gilt nur für das klassische RAG, das Ihre Datenquellen bei jeder Nachricht durchsucht:"
+
 -- Read more about ERI
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3095532189"] = "Mehr über ERI erfahren"
 
@@ -3993,15 +4011,30 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3448155331"] = "Sch
 -- The AI evaluates each of your inputs to determine whether and which data sources are necessary. Currently, the AI has not selected any source.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3574254516"] = "Die KI bewertet jede ihrer Eingaben, um zu bestimmen, ob und welche Datenquellen notwendig sind. Derzeit hat die KI keine Quelle ausgewählt."
 
+-- No, AI Studio searches your data sources with every message, before the AI answers (classic RAG).
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3622679053"] = "Nein, AI Studio durchsucht Ihre Datenquellen bei jeder Nachricht, bevor die KI antwortet (klassisches RAG)."
+
+-- Semantic Search cannot be used here, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3710026542"] = "Die semantische Suche kann hier nicht verwendet werden. Daher nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
+
 -- No, use all data retrieved from the data sources.
-UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3751463241"] = "Nein, verwende alle Daten, die aus den Datenquellen abgerufen wurden."
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3751463241"] = "Nein, ich möchte alle Daten verwenden, die aus den Datenquellen abgerufen wurden."
+
+-- Your organization has switched tools off, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T39141388"] = "Ihre Organisation hat die Werkzeuge deaktiviert. Daher nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
 
 -- Are data sources enabled?
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T396683085"] = "Sind Datenquellen aktiviert?"
 
+-- Your organization has switched Semantic Search off, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T652590775"] = "Ihre Organisation hat die semantische Suche deaktiviert. Daher nutzt AI Studio das klassische RAG und durchsucht Ihre Datenquellen bei jeder Nachricht."
+
 -- Manage Data Sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T700666808"] = "Datenquellen verwalten"
 
+-- Semantic Search
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T853993291"] = "Semantische Suche"
+
 -- Available Data Sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T86053874"] = "Verfügbare Datenquellen"
 
@@ -4287,6 +4320,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1166628228"] = "Bishe
 -- No LLM providers meet the confidence requirements. Configure an eligible provider in the app settings.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1220991024"] = "Kein LLM-Anbieter erfüllt die Vertrauensanforderungen. Bitte konfigurieren Sie einen geeigneten Anbieter in den App-Einstellungen."
 
+-- Tool calling possible
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1454599994"] = "Werkzeugaufrufe möglich"
+
 -- Audio input possible
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1742581112"] = "Audioeingabe möglich"
 
@@ -11964,6 +12000,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONGUARDSERVICE::T358303
 -- Chat attachment
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T1071345316"] = "Chat-Anhang"
 
+-- Data source description
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T1553588912"] = "Beschreibung der Datenquelle"
+
 -- Web content
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T2626468388"] = "Webinhalte"
 
@@ -12207,6 +12246,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T14
 -- The data source '{0}' was left out of the answer: its embedding provider is not available. Please check it in the settings.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T1842169943"] = "Die Datenquelle „{0}“ wurde aus der Antwort ausgeschlossen, da ihr Einbettungsanbieter nicht verfügbar ist. Bitte überprüfen Sie ihn in den Einstellungen."
 
+-- The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector to search with.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2103139465"] = "Die Datenquelle „{0}“ wurde in der Antwort nicht berücksichtigt: Der Einbettungsanbieter „{1}“ hat keinen Wert für die Suche zurückgegeben."
+
 -- Chunk {0}
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2544251224"] = "Block {0}"
 
@@ -12216,9 +12258,6 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T29
 -- The data source '{0}' was left out of the answer because your message is too long to search with.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2975290052"] = "Die Datenquelle „{0}“ wurde in der Antwort nicht berücksichtigt, weil Ihre Nachricht für die Suche zu lang ist."
 
--- The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector for your message.
-UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T3469074321"] = "Die Datenquelle „{0}“ wurde in der Antwort nicht berücksichtigt: Der Einbettungsanbieter „{1}“ hat für Ihre Nachricht keinen Vektor zurückgegeben."
-
 -- The data source '{0}' was left out of the answer: it is being indexed again and cannot be searched until that is finished.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T4022014739"] = "Die Datenquelle „{0}“ wurde in der Antwort nicht berücksichtigt, da sie erneut indexiert wird und erst nach Abschluss dieses Vorgangs durchsucht werden kann."
 
@@ -12663,6 +12702,15 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS:
 -- (Optional) Global truncation limit for extracted characters returned to the model.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::READWEBPAGETOOL::T900659180"] = "(Optional) Globale Abschneidelimit für extrahierte Zeichen, die an das Modell zurückgegeben werden."
 
+-- Lets the AI search the data sources of your chat itself, whenever a question calls for it.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T1093293142"] = "Ermöglicht der KI, die Datenquellen Ihres Chats selbst zu durchsuchen, wann immer eine Frage es erfordert."
+
+-- None of the data sources of this chat can be searched right now.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T2761160878"] = "Keine der Datenquellen dieses Chats kann derzeit durchsucht werden."
+
+-- Semantic Search
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T853993291"] = "Semantische Suche"
+
 -- SearXNG instance
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::WEBSEARCH::SEARXNG::SEARXNGSEARCHBACKEND::T1390012964"] = "SearXNG-Instanz"
 

app/MindWork AI Studio/Plugins/languages/en-us-97dfb1ba-50c4-4440-8dfa-6575daf543c8/plugin.lua

@@ -3942,6 +3942,12 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCEMANAGEMENT::T926703547"] = "Loc
 -- Yes, let the AI decide which data sources are needed.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1031370894"] = "Yes, let the AI decide which data sources are needed."
 
+-- The selected provider is not trusted enough for Semantic Search, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1071901367"] = "The selected provider is not trusted enough for Semantic Search, so AI Studio uses classic RAG instead and searches your data sources with every message."
+
+-- Yes, the AI searches your data sources itself, whenever a question calls for it (Semantic Search).
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1087321364"] = "Yes, the AI searches your data sources itself, whenever a question calls for it (Semantic Search)."
+
 -- Yes, let the AI validate & filter the retrieved data.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1309929755"] = "Yes, let the AI validate & filter the retrieved data."
 
@@ -3954,6 +3960,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T168406579"] = "AI-S
 -- AI-based data validation
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1744745490"] = "AI-based data validation"
 
+-- The selected model cannot use tools, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1848447607"] = "The selected model cannot use tools, so AI Studio uses classic RAG instead and searches your data sources with every message."
+
 -- These data sources are preselected, but cannot be used right now, either due to data privacy or confidence-level requirements, or because they are unavailable:
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T1852534051"] = "These data sources are preselected, but cannot be used right now, either due to data privacy or confidence-level requirements, or because they are unavailable:"
 
@@ -3969,12 +3978,21 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T21181525"] = "Selec
 -- Manage your data sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2149927097"] = "Manage your data sources"
 
+-- When the model of a chat cannot use tools, AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2382076848"] = "When the model of a chat cannot use tools, AI Studio uses classic RAG instead and searches your data sources with every message."
+
 -- Select data
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T274155039"] = "Select data"
 
+-- Whenever a question calls for it, the AI picks the fitting ones among these data sources itself.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2854302511"] = "Whenever a question calls for it, the AI picks the fitting ones among these data sources itself."
+
 -- Your data sources cannot be used with the selected providers due to data privacy or confidence-level requirements, or they are currently unavailable.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T2975936221"] = "Your data sources cannot be used with the selected providers due to data privacy or confidence-level requirements, or they are currently unavailable."
 
+-- Only used with classic RAG, which searches your data sources with every message:
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3004548232"] = "Only used with classic RAG, which searches your data sources with every message:"
+
 -- Read more about ERI
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3095532189"] = "Read more about ERI"
 
@@ -3993,15 +4011,30 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3448155331"] = "Clo
 -- The AI evaluates each of your inputs to determine whether and which data sources are necessary. Currently, the AI has not selected any source.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3574254516"] = "The AI evaluates each of your inputs to determine whether and which data sources are necessary. Currently, the AI has not selected any source."
 
+-- No, AI Studio searches your data sources with every message, before the AI answers (classic RAG).
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3622679053"] = "No, AI Studio searches your data sources with every message, before the AI answers (classic RAG)."
+
+-- Semantic Search cannot be used here, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3710026542"] = "Semantic Search cannot be used here, so AI Studio uses classic RAG instead and searches your data sources with every message."
+
 -- No, use all data retrieved from the data sources.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T3751463241"] = "No, use all data retrieved from the data sources."
 
+-- Your organization has switched tools off, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T39141388"] = "Your organization has switched tools off, so AI Studio uses classic RAG instead and searches your data sources with every message."
+
 -- Are data sources enabled?
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T396683085"] = "Are data sources enabled?"
 
+-- Your organization has switched Semantic Search off, so AI Studio uses classic RAG instead and searches your data sources with every message.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T652590775"] = "Your organization has switched Semantic Search off, so AI Studio uses classic RAG instead and searches your data sources with every message."
+
 -- Manage Data Sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T700666808"] = "Manage Data Sources"
 
+-- Semantic Search
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T853993291"] = "Semantic Search"
+
 -- Available Data Sources
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::DATASOURCESELECTION::T86053874"] = "Available Data Sources"
 
@@ -4287,6 +4320,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1166628228"] = "No LL
 -- No LLM providers meet the confidence requirements. Configure an eligible provider in the app settings.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1220991024"] = "No LLM providers meet the confidence requirements. Configure an eligible provider in the app settings."
 
+-- Tool calling possible
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1454599994"] = "Tool calling possible"
+
 -- Audio input possible
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::PROVIDERSELECTION::T1742581112"] = "Audio input possible"
 
@@ -11964,6 +12000,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONGUARDSERVICE::T358303
 -- Chat attachment
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T1071345316"] = "Chat attachment"
 
+-- Data source description
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T1553588912"] = "Data source description"
+
 -- Web content
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SECURITY::PROMPTINJECTIONSOURCEKINDEXTENSIONS::T2626468388"] = "Web content"
 
@@ -12207,6 +12246,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T14
 -- The data source '{0}' was left out of the answer: its embedding provider is not available. Please check it in the settings.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T1842169943"] = "The data source '{0}' was left out of the answer: its embedding provider is not available. Please check it in the settings."
 
+-- The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector to search with.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2103139465"] = "The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector to search with."
+
 -- Chunk {0}
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2544251224"] = "Chunk {0}"
 
@@ -12216,9 +12258,6 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T29
 -- The data source '{0}' was left out of the answer because your message is too long to search with.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T2975290052"] = "The data source '{0}' was left out of the answer because your message is too long to search with."
 
--- The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector for your message.
-UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T3469074321"] = "The data source '{0}' was left out of the answer: its embedding provider '{1}' did not return a vector for your message."
-
 -- The data source '{0}' was left out of the answer: it is being indexed again and cannot be searched until that is finished.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::SERVICES::DATASOURCELOCALRETRIEVALSERVICE::T4022014739"] = "The data source '{0}' was left out of the answer: it is being indexed again and cannot be searched until that is finished."
 
@@ -12663,6 +12702,15 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS:
 -- (Optional) Global truncation limit for extracted characters returned to the model.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::READWEBPAGETOOL::T900659180"] = "(Optional) Global truncation limit for extracted characters returned to the model."
 
+-- Lets the AI search the data sources of your chat itself, whenever a question calls for it.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T1093293142"] = "Lets the AI search the data sources of your chat itself, whenever a question calls for it."
+
+-- None of the data sources of this chat can be searched right now.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T2761160878"] = "None of the data sources of this chat can be searched right now."
+
+-- Semantic Search
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::SEMANTICSEARCH::SEMANTICSEARCHTOOL::T853993291"] = "Semantic Search"
+
 -- SearXNG instance
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::TOOLCALLINGSYSTEM::TOOLCALLINGIMPLEMENTATIONS::WEBSEARCH::SEARXNG::SEARXNGSEARCHBACKEND::T1390012964"] = "SearXNG instance"