Say when a chat carries more images than the model takes

app/MindWork AI Studio/Assistants/I18N/allTexts.lua

@@ -3577,6 +3577,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1992478915"] = "approx. {
 -- 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"
 

app/MindWork AI Studio/Chat/ConversationTokens.cs

@@ -61,4 +61,23 @@ public readonly record struct ConversationTokens
     /// orders of magnitude longer than what any vendor charges for the picture.
     /// </remarks>
     public int UncountedImages { get; init; }
+
+    /// <summary>
+    /// How many images the model takes, where its vendor stated a number.
+    /// </summary>
+    public ImageLimits ImageLimits { get; init; }
+
+    /// <summary>
+    /// Whether more images travel than the model is documented to accept.
+    /// </summary>
+    /// <remarks>
+    /// Counted over the whole conversation rather than over the message being written, because that
+    /// is what a request carries: every picture anybody attached is sent again with every further
+    /// message, so a chat crosses this line long after the message which added the picture -- and
+    /// the person who crosses it has usually forgotten that the pictures are still there.
+    ///
+    /// False whenever nobody stated a limit, which is most models. An invented ceiling would refuse
+    /// something that works.
+    /// </remarks>
+    public bool TooManyImages => this.ImageLimits.MaxInOneMessage is { } allowed && this.UncountedImages > allowed;
 }

app/MindWork AI Studio/Components/ChatComponent.razor.cs

@@ -181,7 +181,16 @@ public partial class ChatComponent : MSGComponentBase
             if (this.conversationTokens.UncountedImages is 0)
                 return budget;
 
-            return $"{budget} {string.Format(this.T("plus {0} image(s), which cannot be counted"), this.conversationTokens.UncountedImages)}";
+            //
+            // The pictures of the whole conversation, not of the message being written: every one
+            // of them is sent again with every further message, so a chat runs past the model's
+            // limit long after anybody last thought about images.
+            //
+            var images = this.conversationTokens.TooManyImages
+                ? string.Format(this.T("plus {0} image(s), which is more than the {1} this model accepts"), this.conversationTokens.UncountedImages, this.conversationTokens.ImageLimits.MaxInOneMessage)
+                : string.Format(this.T("plus {0} image(s), which cannot be counted"), this.conversationTokens.UncountedImages);
+
+            return $"{budget} {images}";
         }
     }
 
@@ -665,14 +674,25 @@ public partial class ChatComponent : MSGComponentBase
     /// Two steps rather than a gradient: below four fifths there is nothing to do about it, above
     /// it there is -- shorten the chat, start a new one, or pick a model which reads more -- and
     /// past the window the request will be refused or trimmed by the provider.
+    ///
+    /// Images share the second step and have no first one. There is no "nearly too many pictures":
+    /// either they fit or the request comes back as an error, and no number of them is worth a
+    /// warning as long as it fits.
     /// </remarks>
-    private string TokenBudgetClass => this.TokenBudgetFill switch
+    private string TokenBudgetClass
     {
-        >= 1d => "token-budget-exceeded",
+        get
-        >= WINDOW_NEARLY_FULL => "token-budget-nearly-full",
+        {
+            //
+            // Too many pictures is the same kind of news as a full window: the request will be
+            // refused, and for the same reason -- more was put in than the model takes.
+            //
+            if (this.conversationTokens.TooManyImages || this.TokenBudgetFill >= 1d)
+                return "token-budget-exceeded";
 
-        _ => string.Empty,
+            return this.TokenBudgetFill >= WINDOW_NEARLY_FULL ? "token-budget-nearly-full" : string.Empty;
-    };
+        }
+    }
     
     private void ApplyStandardDataSourceOptions()
     {

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

@@ -3579,6 +3579,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1992478915"] = "ca. {0} v
 -- 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"
 

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

@@ -3579,6 +3579,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::CHATCOMPONENT::T1992478915"] = "approx. {
 -- 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"
 

app/MindWork AI Studio/Tools/Services/ConversationTokenCounter.cs

@@ -122,6 +122,7 @@ public sealed class ConversationTokenCounter(RustService rustService, ILogger<Co
             IsEstimate = string.IsNullOrWhiteSpace(provider.TokenizerPath),
             Window = profile.Context,
             UncountedImages = parts.Images,
+            ImageLimits = profile.Images,
         };
     }
 

app/Tests/Chat/ConversationTokensTests.cs

@@ -0,0 +1,96 @@
+using AIStudio.Chat;
+using AIStudio.Models;
+
+namespace AIStudio.Tests.Chat;
+
+/// <summary>
+/// Checks what the chat says about the images a conversation carries.
+/// </summary>
+/// <remarks>
+/// The visual briefing refuses a build with too many pictures, because that build is expensive and
+/// fails late. A chat cannot refuse anything: the pictures are already in the conversation, and
+/// taking them back out means deleting messages. So the chat says so instead, and what is checked
+/// here is that it says so at the right moment -- and, more importantly, that it stays quiet when
+/// nobody wrote a limit down.
+/// </remarks>
+[TestFixture]
+public sealed class ConversationTokensTests
+{
+    [TestCase(1, 100, false)]
+    [TestCase(100, 100, false, Description = "Exactly the limit still fits. It is a maximum, not a threshold.")]
+    [TestCase(101, 100, true)]
+    [TestCase(3_601, 3_600, true)]
+    public void TooManyPicturesIsAQuestionOfTheNumberTheVendorStated(int images, int allowed, bool tooMany)
+    {
+        var counted = new ConversationTokens
+        {
+            IsKnown = true,
+            UncountedImages = images,
+            ImageLimits = new ImageLimits(null, allowed),
+        };
+
+        Assert.That(counted.TooManyImages, Is.EqualTo(tooMany));
+    }
+
+    [Test]
+    public void WithoutAStatedLimitThereIsNoSuchThingAsTooMany()
+    {
+        //
+        // The common case. Most models are served at whatever their operator configured, and an app
+        // which warned about the seventh picture would be inventing a ceiling nobody wrote.
+        //
+        var counted = new ConversationTokens
+        {
+            IsKnown = true,
+            UncountedImages = 500,
+            ImageLimits = ImageLimits.UNKNOWN,
+        };
+
+        Assert.That(counted.TooManyImages, Is.False);
+    }
+
+    [Test]
+    public void TheSmallerOfTwoStatedLimitsIsTheOneWhichDecides()
+    {
+        //
+        // A message is part of a request, so a conversation which fits the request limit can still
+        // be too much for one message. Both are compared against the same number of pictures,
+        // because a chat sends all of them in one message.
+        //
+        var counted = new ConversationTokens
+        {
+            IsKnown = true,
+            UncountedImages = 20,
+            ImageLimits = new ImageLimits(8, 100),
+        };
+
+        Assert.Multiple(() =>
+        {
+            Assert.That(counted.TooManyImages, Is.True);
+            Assert.That(counted.ImageLimits.MaxInOneMessage, Is.EqualTo(8));
+        });
+    }
+
+    [Test]
+    public void AConversationWithoutPicturesNeverComplainsAboutThem()
+    {
+        var counted = new ConversationTokens
+        {
+            IsKnown = true,
+            UncountedImages = 0,
+            ImageLimits = new ImageLimits(null, 0),
+        };
+
+        Assert.That(counted.TooManyImages, Is.False, "Not even against a model which takes none at all.");
+    }
+
+    [Test]
+    public void AnUnavailableCountClaimsNothingAboutPictures()
+    {
+        //
+        // Nothing could be counted, so nothing is known -- including how many pictures travel. A
+        // warning built on that would be made up.
+        //
+        Assert.That(ConversationTokens.UNAVAILABLE.TooManyImages, Is.False);
+    }
+}