Rebuilt how AI Studio knows what a model can do (#960)

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

@@ -110,16 +110,31 @@ CONFIG["LLM_PROVIDERS"] = {}
 --     -- surfaces.
 --     -- ["IconPath"] = "assets/project-icon.svg",
 --
---     -- Optional: expert capability overrides.
---     -- Allowed keys are exactly:
+--     -- Optional: expert overrides for the model behind this provider. Missing keys keep the
+--     -- automatic answer, and each key contradicts only what it names.
+--     --
+--     -- What the model can do. Allowed keys are exactly:
 --     -- AUDIO_INPUT, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, VIDEO_INPUT,
 --     -- OPTIONAL_REASONING, ALWAYS_REASONING, REASONING_BY_DEFAULT
 --     -- Allowed values are booleans only.
 --     -- For default-on reasoning (thinking), set OPTIONAL_REASONING and REASONING_BY_DEFAULT to true.
 --     -- ALWAYS_REASONING means the model cannot disable reasoning (thinking).
---     -- Missing keys keep the automatic capability detection result.
+--     --
+--     -- How much the model reads and how many images it takes. Allowed keys are exactly:
+--     -- CONTEXT_WINDOW, MAX_IMAGES_PER_MESSAGE, MAX_IMAGES_PER_REQUEST
+--     -- Allowed values are whole numbers: tokens greater than zero for the window, and images of
+--     -- zero or more for the two limits, where zero means the model is configured to take none.
+--     -- These are the same key names a model plugin uses for the same questions, but they say
+--     -- something narrower here: a model plugin describes a model wherever it is reached, while
+--     -- these describe this one installation of it. State what your deployment actually does --
+--     -- for a self-hosted engine, the window your operator configured rather than the one the
+--     -- model card advertises.
+--     -- CONTEXT_WINDOW feeds the token counter AI Studio shows below the chat input, so a wrong
+--     -- number here misleads users about how much room they have left.
 --     -- ["CapabilityOverrides"] = {
 --     --     ["VIDEO_INPUT"] = false,
+--     --     ["CONTEXT_WINDOW"] = 32768,
+--     --     ["MAX_IMAGES_PER_REQUEST"] = 4,
 --     -- },
 --
 --     -- Optional: Hugging Face inference provider. Only relevant for UsedLLMProvider = HUGGINGFACE.

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

@@ -3573,9 +3573,15 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1849313532"] = "Geben Sie
 -- Your Prompt (use selected instance '{0}', provider '{1}')
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1967611328"] = "Ihr Prompt (verwendete Instanz: '{0}', Anbieter: '{1}')"
 
+-- approx. {0} of {1} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1992478915"] = "ca. {0} von {1} Token"
+
 -- Code
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2036185364"] = "Code"
 
+-- plus {0} image(s), which is more than the {1} this model accepts
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2059172343"] = "plus {0} Bild(er), also mehr als die {1}, die dieses Modell akzeptiert"
+
 -- Italic
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2377171085"] = "Kursiv"
 
@@ -3597,15 +3603,21 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2991985411"] = "Diesen Ch
 -- Move Chat to Workspace
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3045856778"] = "Chat in den Arbeitsbereich verschieben"
 
+-- {0} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3244065777"] = "{0} Token"
+
+-- plus {0} image(s), which cannot be counted
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3619858297"] = "zuzüglich {0} Bild(er), die nicht gezählt werden können"
+
 -- Select a provider first
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3654197869"] = "Wähle zuerst einen Anbieter aus"
 
--- Estimated amount of tokens:
-UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T377990776"] = "Geschätzte Anzahl an Token:"
-
 -- Start new chat in workspace "{0}"
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3928697643"] = "Neuen Chat im Arbeitsbereich '{0}' starten"
 
+-- {0} of {1} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3996190985"] = "{0} von {1} Tokens"
+
 -- New disappearing chat
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T4113970938"] = "Neuen selbstlöschenden Chat starten"
 
@@ -3621,6 +3633,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T636393754"] = "Verschiebe
 -- Show your workspaces
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T733672375"] = "Ihre Arbeitsbereiche anzeigen"
 
+-- approx. {0} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T857715435"] = "ca. {0} Token"
+
 -- Create template from current chat
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATTEMPLATESELECTION::T1112722156"] = "Vorlage aus aktuellem Chat erstellen"
 
@@ -5016,6 +5031,15 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::THIRDPARTYCOMPONENT::T1392042694"] = "Rep
 -- License:
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::THIRDPARTYCOMPONENT::T1908172666"] = "Lizenz:"
 
+-- The vendor of this model publishes no tokenizer file and counts through their API instead ({0}). AI Studio therefore estimates the token count with its built-in tokenizer.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T3965340739"] = "Der Anbieter dieses Modells veröffentlicht keine Tokenizer-Datei und zählt die Token über seine API ({0}). AI Studio schätzt die Tokenanzahl daher mit dem integrierten Tokenizer."
+
+-- This model uses OpenAI's {0} encoding, which does not come as a tokenizer.json file. AI Studio therefore estimates the token count with its built-in tokenizer.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T466506475"] = "Dieses Modell verwendet die {0}-Kodierung von OpenAI, die nicht als Datei „tokenizer.json“ verfügbar ist. AI Studio schätzt die Anzahl der Tokens daher mit seinem integrierten Tokenizer."
+
+-- This model uses the tokenizer of {0}. Download its tokenizer.json file and select it below to count exactly instead of estimating.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T924854143"] = "Dieses Modell verwendet den Tokenizer von {0}. Laden Sie die Datei „tokenizer.json“ herunter und wählen Sie sie unten aus, um die Tokenanzahl exakt statt geschätzt zu ermitteln."
+
 -- Tool selection is hidden
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOOLDEFAULTSCONFIGURATION::T2096103917"] = "Werkzeugauswahl ist ausgeblendet"
 
@@ -6903,15 +6927,27 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1108876344"] = "Experten-Ei
 -- Failed to store the API key in the operating system. The message was: {0}. Please try again.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1122745046"] = "Der API-Schlüssel konnte nicht im Betriebssystem gespeichert werden. Die Meldung war: {0}. Bitte versuchen Sie es erneut."
 
+-- Where the stored numbers do not match your installation, state yours here. This matters most for self-hosted models: they run with whatever their operator configured, which the model card cannot know.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T115770087"] = "Falls die hinterlegten Zahlen nicht mit Ihrer Installation übereinstimmen, geben Sie hier Ihre eigenen an. Das ist besonders wichtig bei selbst gehosteten Modellen: Sie laufen mit den Einstellungen, die ihr Betreiber festgelegt hat und die die Modellkarte nicht kennen kann."
+
+-- Per message
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1316004715"] = "Pro Nachricht"
+
 -- API Key
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1324664716"] = "API-Schlüssel"
 
 -- Create account
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1356621346"] = "Konto erstellen"
 
+-- Per request
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1363121973"] = "Auf Anfrage"
+
 -- Failed to validate the selected tokenizer. Please try again.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1384494471"] = "Die Überprüfung des ausgewählten Tokenizers ist fehlgeschlagen. Bitte versuchen Sie es erneut."
 
+-- Override Model Limits
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1518445332"] = "Modellbeschränkungen überschreiben"
+
 -- Load models
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T15352225"] = "Modelle laden"
 
@@ -6957,6 +6993,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2029870721"] = "Das aktuell
 -- Additional API parameters must form a JSON object.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2051143391"] = "Zusätzliche API-Parameter müssen ein JSON-Objekt bilden."
 
+-- Nobody has stated a window for this model. Left empty, the chat counts the tokens of a conversation without saying what they may grow to.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2138841031"] = "Für dieses Modell wurde kein Kontextfenster angegeben. Bleibt das Feld leer, zählt der Chat die Tokens einer Unterhaltung, ohne anzugeben, wie groß sie werden darf."
+
 -- Use detected model behavior: {0}.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2141072961"] = "Erkanntes Modellverhalten verwenden: {0}"
 
@@ -6978,6 +7017,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2439094236"] = "Fehler beim
 -- Invalid tokenizer:
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2448302543"] = "Ungültiger Tokenizer:"
 
+-- Vendors state one of the two, the other, or neither. Whichever is smaller decides how many images one message may carry; an empty field states nothing.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2519267200"] = "Anbieter geben den einen, den anderen oder keinen der beiden Werte an. Der kleinere Wert bestimmt, wie viele Bilder eine Nachricht enthalten darf; ein leeres Feld macht keine Angabe."
+
 -- Enabled
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2626085950"] = "Aktiviert"
 
@@ -7005,6 +7047,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2842060373"] = "Instanzname
 -- On by default
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2843289040"] = "Standardmäßig aktiviert"
 
+-- No limit known, so AI Studio does not stop anybody from attaching more.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2986951856"] = "Keine Begrenzung bekannt, daher hindert AI Studio niemanden daran, weitere anzuhängen."
+
 -- No reasoning (thinking) capability.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T301695429"] = "Keine Fähigkeit für Schlussfolgerungen (Denken)."
 
@@ -7014,6 +7059,12 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3079061205"] = "Achtung: Fe
 -- Reasoning (thinking) is available and on unless additional API parameters disable it.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T310420667"] = "Schlussfolgerungen (Denken) sind verfügbar und aktiviert, sofern es nicht durch zusätzliche API-Parameter deaktiviert wird."
 
+-- Detected: {0} tokens. Leave the field empty to use that.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T311903903"] = "Erkannt: {0} Token. Lassen Sie das Feld leer, um diesen Wert zu verwenden."
+
+-- At most {0} images at once.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3187806707"] = "Maximal {0} Bilder gleichzeitig."
+
 -- Disabled
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3217987877"] = "Deaktiviert"
 
@@ -7050,6 +7101,12 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3804472591"] = "Doppelter S
 -- Override Model Capabilities
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3904244586"] = "Modellfähigkeiten überschreiben"
 
+-- Images
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T401363915"] = "Bilder"
+
+-- Context window in tokens
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T4083607555"] = "Kontextfenster in Tokens"
+
 -- Currently, we cannot query the models for the selected provider and/or host. Therefore, please enter the model name manually.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T4116737656"] = "Derzeit können wir die Modelle für den ausgewählten Anbieter und/oder Host nicht abfragen. Bitte geben Sie daher den Modellnamen manuell ein."
 
@@ -9939,6 +9996,9 @@ UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2337053319"] = "Der Anbieter
 -- The embedding request to the provider '{0}' failed: {1}
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2423374763"] = "Die Einbettungsanfrage an den Anbieter „{0}“ ist fehlgeschlagen: {1}"
 
+-- The selected model is not able to use tools. Please select a model which can, or open the settings of the provider '{0}', show its expert settings, and switch the function calling capability off there.
+UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T265391888"] = "Das ausgewählte Modell kann keine Tools verwenden. Bitte wählen Sie ein Modell, das dazu in der Lage ist, oder öffnen Sie die Einstellungen des Anbieters „{0}“, zeigen Sie dessen Experteneinstellungen an und deaktivieren Sie dort die Function-Calling-Funktion."
+
 -- The provider '{0}' could not be reached. Please check whether it is running and reachable, then try again.
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2819996431"] = "Der Anbieter „{0}“ konnte nicht erreicht werden. Bitte prüfen Sie, ob er läuft und erreichbar ist, und versuchen Sie es anschließend erneut."
 
@@ -9966,6 +10026,9 @@ UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T4049517041"] = "Wir haben ve
 -- The provider '{0}' does not know the selected model. Please select another model.
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T411393889"] = "Der Anbieter „{0}“ kennt das ausgewählte Modell nicht. Bitte wählen Sie ein anderes Modell aus."
 
+-- The text was longer than the selected model accepts, which is {0} tokens. Please select a model which takes longer texts, or reduce the chunk size of the data source.
+UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T479223640"] = "Der Text war länger, als das ausgewählte Modell verarbeiten kann (maximal {0} Token). Bitte wählen Sie ein Modell für längere Texte oder verringern Sie die Chunk-Größe der Datenquelle."
+
 -- The provider '{0}' reported an error: {1}
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T700894460"] = "Der Anbieter „{0}“ hat einen Fehler gemeldet: {1}"
 
@@ -11421,6 +11484,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINLANGUAGE::T4112586014"] =
 -- The field LANG_NAME does not exist or is not a valid string.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINLANGUAGE::T4204700759"] = "Das Feld LANG_NAME existiert nicht oder ist keine gültige Zeichenkette."
 
+-- The table MODELS does not exist or is using an invalid syntax.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINMODELS::T976664425"] = "Die Tabelle MODELS existiert nicht oder verwendet eine ungültige Syntax."
+
 -- Artists
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T1142248183"] = "Künstler"
 
@@ -11463,6 +11529,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T62
 -- Software developers
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T831424531"] = "Softwareentwickler"
 
+-- Model plugin
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTYPEEXTENSIONS::T1507522553"] = "Modell-Plugin"
+
 -- Theme plugin
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTYPEEXTENSIONS::T1682350097"] = "Theme-Plugin"
 

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

@@ -3573,9 +3573,15 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1849313532"] = "Type your
 -- Your Prompt (use selected instance '{0}', provider '{1}')
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1967611328"] = "Your Prompt (use selected instance '{0}', provider '{1}')"
 
+-- approx. {0} of {1} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1992478915"] = "approx. {0} of {1} tokens"
+
 -- Code
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2036185364"] = "Code"
 
+-- plus {0} image(s), which is more than the {1} this model accepts
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2059172343"] = "plus {0} image(s), which is more than the {1} this model accepts"
+
 -- Italic
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2377171085"] = "Italic"
 
@@ -3597,15 +3603,21 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T2991985411"] = "Delete th
 -- Move Chat to Workspace
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3045856778"] = "Move Chat to Workspace"
 
+-- {0} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3244065777"] = "{0} tokens"
+
+-- plus {0} image(s), which cannot be counted
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3619858297"] = "plus {0} image(s), which cannot be counted"
+
 -- Select a provider first
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3654197869"] = "Select a provider first"
 
--- Estimated amount of tokens:
-UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T377990776"] = "Estimated amount of tokens:"
-
 -- Start new chat in workspace "{0}"
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3928697643"] = "Start new chat in workspace \"{0}\""
 
+-- {0} of {1} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T3996190985"] = "{0} of {1} tokens"
+
 -- New disappearing chat
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T4113970938"] = "New disappearing chat"
 
@@ -3621,6 +3633,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T636393754"] = "Move the c
 -- Show your workspaces
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T733672375"] = "Show your workspaces"
 
+-- approx. {0} tokens
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T857715435"] = "approx. {0} tokens"
+
 -- Create template from current chat
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATTEMPLATESELECTION::T1112722156"] = "Create template from current chat"
 
@@ -5016,6 +5031,15 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::THIRDPARTYCOMPONENT::T1392042694"] = "Ope
 -- License:
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::THIRDPARTYCOMPONENT::T1908172666"] = "License:"
 
+-- The vendor of this model publishes no tokenizer file and counts through their API instead ({0}). AI Studio therefore estimates the token count with its built-in tokenizer.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T3965340739"] = "The vendor of this model publishes no tokenizer file and counts through their API instead ({0}). AI Studio therefore estimates the token count with its built-in tokenizer."
+
+-- This model uses OpenAI's {0} encoding, which does not come as a tokenizer.json file. AI Studio therefore estimates the token count with its built-in tokenizer.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T466506475"] = "This model uses OpenAI's {0} encoding, which does not come as a tokenizer.json file. AI Studio therefore estimates the token count with its built-in tokenizer."
+
+-- This model uses the tokenizer of {0}. Download its tokenizer.json file and select it below to count exactly instead of estimating.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOKENIZERHINT::T924854143"] = "This model uses the tokenizer of {0}. Download its tokenizer.json file and select it below to count exactly instead of estimating."
+
 -- Tool selection is hidden
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::TOOLDEFAULTSCONFIGURATION::T2096103917"] = "Tool selection is hidden"
 
@@ -6903,15 +6927,27 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1108876344"] = "Hide Expert
 -- Failed to store the API key in the operating system. The message was: {0}. Please try again.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1122745046"] = "Failed to store the API key in the operating system. The message was: {0}. Please try again."
 
+-- Where the stored numbers do not match your installation, state yours here. This matters most for self-hosted models: they run with whatever their operator configured, which the model card cannot know.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T115770087"] = "Where the stored numbers do not match your installation, state yours here. This matters most for self-hosted models: they run with whatever their operator configured, which the model card cannot know."
+
+-- Per message
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1316004715"] = "Per message"
+
 -- API Key
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1324664716"] = "API Key"
 
 -- Create account
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1356621346"] = "Create account"
 
+-- Per request
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1363121973"] = "Per request"
+
 -- Failed to validate the selected tokenizer. Please try again.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1384494471"] = "Failed to validate the selected tokenizer. Please try again."
 
+-- Override Model Limits
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T1518445332"] = "Override Model Limits"
+
 -- Load models
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T15352225"] = "Load models"
 
@@ -6957,6 +6993,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2029870721"] = "The current
 -- Additional API parameters must form a JSON object.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2051143391"] = "Additional API parameters must form a JSON object."
 
+-- Nobody has stated a window for this model. Left empty, the chat counts the tokens of a conversation without saying what they may grow to.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2138841031"] = "Nobody has stated a window for this model. Left empty, the chat counts the tokens of a conversation without saying what they may grow to."
+
 -- Use detected model behavior: {0}.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2141072961"] = "Use detected model behavior: {0}."
 
@@ -6978,6 +7017,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2439094236"] = "Failed to r
 -- Invalid tokenizer:
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2448302543"] = "Invalid tokenizer:"
 
+-- Vendors state one of the two, the other, or neither. Whichever is smaller decides how many images one message may carry; an empty field states nothing.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2519267200"] = "Vendors state one of the two, the other, or neither. Whichever is smaller decides how many images one message may carry; an empty field states nothing."
+
 -- Enabled
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2626085950"] = "Enabled"
 
@@ -7005,6 +7047,9 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2842060373"] = "Instance Na
 -- On by default
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2843289040"] = "On by default"
 
+-- No limit known, so AI Studio does not stop anybody from attaching more.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T2986951856"] = "No limit known, so AI Studio does not stop anybody from attaching more."
+
 -- No reasoning (thinking) capability.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T301695429"] = "No reasoning (thinking) capability."
 
@@ -7014,6 +7059,12 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3079061205"] = "Please be c
 -- Reasoning (thinking) is available and on unless additional API parameters disable it.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T310420667"] = "Reasoning (thinking) is available and on unless additional API parameters disable it."
 
+-- Detected: {0} tokens. Leave the field empty to use that.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T311903903"] = "Detected: {0} tokens. Leave the field empty to use that."
+
+-- At most {0} images at once.
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3187806707"] = "At most {0} images at once."
+
 -- Disabled
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3217987877"] = "Disabled"
 
@@ -7050,6 +7101,12 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3804472591"] = "Duplicate k
 -- Override Model Capabilities
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T3904244586"] = "Override Model Capabilities"
 
+-- Images
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T401363915"] = "Images"
+
+-- Context window in tokens
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T4083607555"] = "Context window in tokens"
+
 -- Currently, we cannot query the models for the selected provider and/or host. Therefore, please enter the model name manually.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PROVIDERDIALOG::T4116737656"] = "Currently, we cannot query the models for the selected provider and/or host. Therefore, please enter the model name manually."
 
@@ -9939,6 +9996,9 @@ UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2337053319"] = "The provider
 -- The embedding request to the provider '{0}' failed: {1}
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2423374763"] = "The embedding request to the provider '{0}' failed: {1}"
 
+-- The selected model is not able to use tools. Please select a model which can, or open the settings of the provider '{0}', show its expert settings, and switch the function calling capability off there.
+UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T265391888"] = "The selected model is not able to use tools. Please select a model which can, or open the settings of the provider '{0}', show its expert settings, and switch the function calling capability off there."
+
 -- The provider '{0}' could not be reached. Please check whether it is running and reachable, then try again.
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T2819996431"] = "The provider '{0}' could not be reached. Please check whether it is running and reachable, then try again."
 
@@ -9966,6 +10026,9 @@ UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T4049517041"] = "We tried to
 -- The provider '{0}' does not know the selected model. Please select another model.
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T411393889"] = "The provider '{0}' does not know the selected model. Please select another model."
 
+-- The text was longer than the selected model accepts, which is {0} tokens. Please select a model which takes longer texts, or reduce the chunk size of the data source.
+UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T479223640"] = "The text was longer than the selected model accepts, which is {0} tokens. Please select a model which takes longer texts, or reduce the chunk size of the data source."
+
 -- The provider '{0}' reported an error: {1}
 UI_TEXT_CONTENT["AISTUDIO::PROVIDER::BASEPROVIDER::T700894460"] = "The provider '{0}' reported an error: {1}"
 
@@ -11421,6 +11484,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINLANGUAGE::T4112586014"] =
 -- The field LANG_NAME does not exist or is not a valid string.
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINLANGUAGE::T4204700759"] = "The field LANG_NAME does not exist or is not a valid string."
 
+-- The table MODELS does not exist or is using an invalid syntax.
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINMODELS::T976664425"] = "The table MODELS does not exist or is using an invalid syntax."
+
 -- Artists
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T1142248183"] = "Artists"
 
@@ -11463,6 +11529,9 @@ UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T62
 -- Software developers
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTARGETGROUPEXTENSIONS::T831424531"] = "Software developers"
 
+-- Model plugin
+UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTYPEEXTENSIONS::T1507522553"] = "Model plugin"
+
 -- Theme plugin
 UI_TEXT_CONTENT["AISTUDIO::TOOLS::PLUGINSYSTEM::PLUGINTYPEEXTENSIONS::T1682350097"] = "Theme plugin"
 

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

@@ -0,0 +1,186 @@
+-- ------
+-- This is an example of a model plugin. Please replace
+-- the placeholders and assign a valid ID.
+-- All IDs should be lower-case.
+-- ------
+
+-- The ID for this plugin:
+ID = "00000000-0000-0000-0000-000000000000"
+
+-- The name of the plugin:
+NAME = "<Company Name> - Models of <Department Name>"
+
+-- The description of the plugin:
+DESCRIPTION = "Describes the models <Company Name> runs itself"
+
+-- The version of the plugin:
+VERSION = "1.0.0"
+
+-- The type of the plugin:
+TYPE = "MODEL"
+
+-- The priority of this model plugin. Optional, defaults to 0.
+--
+-- It only matters when two of your model plugins describe exactly the same
+-- model names. The plugin with the higher priority wins then. Two plugins
+-- describing different models never get in each other's way, and both are used.
+--
+-- The priority never lifts a locally placed model plugin above one of your
+-- organization: what your IT department deployed always wins.
+PRIORITY = 0
+
+-- The authors of the plugin:
+AUTHORS = {"<Company Name>"}
+
+-- The support contact for the plugin:
+SUPPORT_CONTACT = "<IT Department of Company Name>"
+
+-- The source URL for the plugin. Can be a HTTP(S) URL or a mailto link:
+SOURCE_URL = "<Any internal Git repository>"
+
+-- The categories for the plugin:
+CATEGORIES = { "CORE" }
+
+-- The target groups for the plugin:
+TARGET_GROUPS = { "EVERYONE" }
+
+-- The flag for whether the plugin is maintained:
+IS_MAINTAINED = true
+
+-- When the plugin is deprecated, this message will be shown to users:
+DEPRECATION_MESSAGE = ""
+
+-- ------
+-- What a model plugin is for
+-- ------
+--
+-- AI Studio knows what the models of the large vendors can do. It cannot know
+-- what your own models can do: a fine-tune of your own, a model behind an
+-- internal name, or an engine you configured differently from its model card.
+-- This is where you tell it.
+--
+-- A model plugin only describes. It names no server, carries no API key, and
+-- runs no code. Which server a model is reached through stays where it was: in
+-- the LLM providers of your configuration plugin.
+--
+-- Each entry below replaces what AI Studio would otherwise work out about the
+-- model names it matches. It is the whole statement about them, which is why
+-- CAPABILITIES is required: write each entry as if AI Studio knew nothing about
+-- these models at all.
+--
+-- If you only want to correct one detail of a model AI Studio already knows --
+-- one provider which accepts no images, say -- do not write an entry here. Use
+-- the CapabilityOverrides of that LLM provider in your configuration plugin
+-- instead. Your users can set the same thing in the expert settings of their
+-- provider, and both win over everything below.
+
+MODELS = {}
+
+-- An example: a fine-tune an organization serves on its own vLLM.
+-- MODELS[#MODELS+1] = {
+--
+--     -- Which model names this entry describes. Write it the way a model name
+--     -- is written: lower case, hyphens between the parts. A pattern which is
+--     -- written differently can never match anything and is rejected.
+--     ["PATTERN"] = "acme-assistant",
+--
+--     -- How the pattern is bound to the name. Optional, defaults to SEGMENT.
+--     --
+--     --   EXACT     The pattern is the whole model name.
+--     --   PREFIX    The name begins with the pattern, at a part boundary.
+--     --             "acme-assistant" then also covers "acme-assistant-7b".
+--     --   SEGMENT   The pattern appears in the name as whole parts. This is
+--     --             the one to reach for.
+--     --   SUBSTRING The pattern appears anywhere in the name, boundaries or
+--     --             not. The last resort, for names a vendor glued together.
+--     --
+--     -- Note that a dot separates versions rather than name parts: a pattern
+--     -- "acme-assistant-3" does not match "acme-assistant-3.1". Write the
+--     -- version you mean.
+--     ["MATCH"] = "PREFIX",
+--
+--     -- Optional: further name parts the name has to carry, and name parts
+--     -- whose presence rules this entry out. This is how you describe two
+--     -- variants which share a name.
+--     -- ["ALSO_CONTAINS"] = { "vision" },
+--     -- ["NOT_CONTAINS"] = { "base" },
+--
+--     -- Optional: restrict this entry to one LLM provider, for the case where
+--     -- the same name means different things depending on who serves it.
+--     -- Allowed values are: OPEN_AI, ANTHROPIC, MISTRAL, GOOGLE, X, DEEP_SEEK,
+--     -- ALIBABA_CLOUD, PERPLEXITY, OPEN_ROUTER, HETZNER, IONOS, LITE_LLM,
+--     -- FIREWORKS, GROQ, HUGGINGFACE, SELF_HOSTED, HELMHOLTZ, GWDG
+--     ["ONLY_ON"] = "SELF_HOSTED",
+--
+--     -- Optional: restrict this entry to models of one vendor. Only gateways
+--     -- which name the vendor alongside the model, such as OpenRouter, can
+--     -- answer this at all.
+--     -- ["ONLY_FROM"] = "META",
+--
+--     -- What these models can do. Required: this entry replaces everything
+--     -- AI Studio would otherwise say about them.
+--     -- Name one capability per entry. Allowed values are:
+--     --   TEXT_INPUT, AUDIO_INPUT, SINGLE_IMAGE_INPUT, MULTIPLE_IMAGE_INPUT,
+--     --   SPEECH_INPUT, VIDEO_INPUT, TEXT_OUTPUT, AUDIO_OUTPUT, IMAGE_OUTPUT,
+--     --   SPEECH_OUTPUT, VIDEO_OUTPUT, EMBEDDING, REALTIME, FUNCTION_CALLING,
+--     --   WEB_SEARCH, CHAT_COMPLETION_API, RESPONSES_API
+--     -- Name at least the APIs the model answers through, otherwise AI Studio
+--     -- does not know how to talk to it.
+--     ["CAPABILITIES"] = {
+--         "TEXT_INPUT",
+--         "MULTIPLE_IMAGE_INPUT",
+--         "TEXT_OUTPUT",
+--         "FUNCTION_CALLING",
+--         "CHAT_COMPLETION_API",
+--     },
+--
+--     -- How the model reasons (thinks). Optional, defaults to NONE.
+--     -- Allowed values are:
+--     --   NONE           The model does not reason.
+--     --   OPTIONAL       Reasoning can be switched on, and is off by default.
+--     --   ON_BY_DEFAULT  Reasoning is on unless a parameter switches it off.
+--     --   ALWAYS         Reasoning cannot be switched off.
+--     -- Whether the indicator lights up also depends on the additional API
+--     -- parameters of the configured provider.
+--     ["REASONING"] = "OPTIONAL",
+--
+--     -- What the model is made for. Optional, defaults to CHAT.
+--     -- Allowed values are: CHAT, TEXT_COMPLETION, EMBEDDING, RERANKING,
+--     -- IMAGE_GENERATION, VIDEO_GENERATION, TRANSCRIPTION, SPEECH_SYNTHESIS,
+--     -- REALTIME, COMPUTER_USE, OCR, MODERATION, OTHER
+--     -- This decides which lists the model appears in. Use OTHER for entries
+--     -- which are no models at all.
+--     ["KIND"] = "CHAT",
+--
+--     -- Optional: how many tokens the model reads and writes in one
+--     -- conversation, as it is served.
+--     ["CONTEXT_WINDOW"] = 131072,
+--
+--     -- Optional: what an operator can raise that window to. Only state this
+--     -- when you also state CONTEXT_WINDOW, and never below it.
+--     -- ["CONTEXT_WINDOW_RAISABLE_TO"] = 262144,
+--
+--     -- Optional: which tokenizer counts this model's tokens. Both keys
+--     -- belong together, because the kind says how the ID would be read.
+--     -- Allowed kinds are: HUGGING_FACE, TIKTOKEN, PROVIDER_API, NONE
+--     -- AI Studio records the reference; it does not fetch a tokenizer.
+--     -- ["TOKENIZER_KIND"] = "HUGGING_FACE",
+--     -- ["TOKENIZER_ID"] = "acme/assistant",
+--
+--     -- Optional: how many images the model accepts. Both numbers exist and
+--     -- are not the same one, so state whichever your source names. Zero is a
+--     -- real answer here; leaving a key out means nobody knows.
+--     -- Note that vLLM accepts one image per prompt unless the operator
+--     -- raised --limit-mm-per-prompt.
+--     -- ["MAX_IMAGES_PER_MESSAGE"] = 1,
+--     -- ["MAX_IMAGES_PER_REQUEST"] = 8,
+--
+--     -- Where all of this was read, and when somebody last looked. Required.
+--     -- A model card changes without telling anybody, and a statement nobody
+--     -- can check ages into a defect. Your entry will outlive whoever wrote
+--     -- it, so name the page and the day: it is what lets the next
+--     -- administrator find out in a minute whether it still holds.
+--     ["SOURCE_URL"] = "https://intranet.company.org/ai/acme-assistant",
+--     ["SOURCE_CHECKED_ON"] = "2026-09-12",
+--     ["SOURCE_NOTE"] = "Internal model card: tools, images, 128k context",
+-- }