Add support for image to text models

Android/src/app/src/main/java/com/google/aiedge/gallery/data/Model.kt

@@ -19,7 +19,6 @@ package com.google.aiedge.gallery.data
 import android.content.Context
 import com.google.aiedge.gallery.ui.common.chat.PromptTemplate
 import com.google.aiedge.gallery.ui.common.convertValueToTargetType
-import com.google.aiedge.gallery.ui.llmchat.createLlmChatConfigs
 import java.io.File
 
 data class ModelDataFile(
@@ -91,6 +90,9 @@ data class Model(
   /** The prompt templates for the model (only for LLM). */
   val llmPromptTemplates: List<PromptTemplate> = listOf(),
 
+  /** Whether the LLM model supports image input. */
+  val llmSupportImage: Boolean = false,
+
   /** Whether the model is imported or not. */
   val imported: Boolean = false,
 
@@ -204,6 +206,7 @@ enum class ConfigKey(val label: String) {
   DEFAULT_TOPK("Default TopK"),
   DEFAULT_TOPP("Default TopP"),
   DEFAULT_TEMPERATURE("Default temperature"),
+  SUPPORT_IMAGE("Support image"),
   MAX_RESULT_COUNT("Max result count"),
   USE_GPU("Use GPU"),
   ACCELERATOR("Accelerator"),
@@ -250,83 +253,9 @@ const val IMAGE_CLASSIFICATION_INFO = ""
 
 const val IMAGE_CLASSIFICATION_LEARN_MORE_URL = "https://ai.google.dev/edge/litert/android"
 
-const val LLM_CHAT_INFO =
-  "Some description about this large language model. A community org for developers to discover models that are ready for deployment to edge platforms"
-
 const val IMAGE_GENERATION_INFO =
   "Powered by [MediaPipe Image Generation API](https://ai.google.dev/edge/mediapipe/solutions/vision/image_generator/android)"
 
-////////////////////////////////////////////////////////////////////////////////////////////////////
-// Model spec.
-
-val MODEL_LLM_GEMMA_2B_GPU_INT4: Model = Model(
-  name = "Gemma 2B (GPU int4)",
-  downloadFileName = "gemma-2b-it-gpu-int4.bin",
-  url = "https://storage.googleapis.com/tfweb/app_gallery_models/gemma-2b-it-gpu-int4.bin",
-  sizeInBytes = 1354301440L,
-  configs = createLlmChatConfigs(
-    accelerators = listOf(Accelerator.GPU)
-  ),
-  showBenchmarkButton = false,
-  info = LLM_CHAT_INFO,
-  learnMoreUrl = "https://huggingface.co/litert-community",
-)
-
-val MODEL_LLM_GEMMA_2_2B_GPU_INT8: Model = Model(
-  name = "Gemma 2 2B (GPU int8)",
-  downloadFileName = "gemma2-2b-it-gpu-int8.bin",
-  url = "https://storage.googleapis.com/tfweb/app_gallery_models/gemma2-2b-it-gpu-int8.bin",
-  sizeInBytes = 2627141632L,
-  configs = createLlmChatConfigs(
-    accelerators = listOf(Accelerator.GPU)
-  ),
-  showBenchmarkButton = false,
-  info = LLM_CHAT_INFO,
-  learnMoreUrl = "https://huggingface.co/litert-community",
-)
-
-val MODEL_LLM_GEMMA_3_1B_INT4: Model = Model(
-  name = "Gemma 3 1B (int4)",
-  downloadFileName = "gemma3-1b-it-int4.task",
-  url = "https://huggingface.co/litert-community/Gemma3-1B-IT/resolve/main/gemma3-1b-it-int4.task?download=true",
-  sizeInBytes = 554661243L,
-  configs = createLlmChatConfigs(
-    defaultTopK = 64,
-    defaultTopP = 0.95f,
-    accelerators = listOf(Accelerator.CPU, Accelerator.GPU)
-  ),
-  showBenchmarkButton = false,
-  info = LLM_CHAT_INFO,
-  learnMoreUrl = "https://huggingface.co/litert-community/Gemma3-1B-IT",
-  llmPromptTemplates = listOf(
-    PromptTemplate(
-      title = "Emoji Fun",
-      description = "Generate emojis by emotions",
-      prompt = "Show me emojis grouped by emotions"
-    ),
-    PromptTemplate(
-      title = "Trip Planner",
-      description = "Plan a trip to a destination",
-      prompt = "Plan a two-day trip to San Francisco"
-    ),
-  )
-)
-
-val MODEL_LLM_DEEPSEEK: Model = Model(
-  name = "Deepseek",
-  downloadFileName = "deepseek.task",
-  url = "https://huggingface.co/litert-community/DeepSeek-R1-Distill-Qwen-1.5B/resolve/main/deepseek_q8_ekv1280.task?download=true",
-  sizeInBytes = 1860686856L,
-  configs = createLlmChatConfigs(
-    defaultTemperature = 0.6f,
-    defaultTopK = 40,
-    defaultTopP = 0.7f,
-    accelerators = listOf(Accelerator.CPU)
-  ),
-  showBenchmarkButton = false,
-  info = LLM_CHAT_INFO,
-  learnMoreUrl = "https://huggingface.co/litert-community/DeepSeek-R1-Distill-Qwen-1.5B",
-)
 
 val MODEL_TEXT_CLASSIFICATION_MOBILEBERT: Model = Model(
   name = "MobileBert",
@@ -414,12 +343,5 @@ val MODELS_IMAGE_CLASSIFICATION: MutableList<Model> = mutableListOf(
   MODEL_IMAGE_CLASSIFICATION_MOBILENET_V2,
 )
 
-val MODELS_LLM: MutableList<Model> = mutableListOf(
-//  MODEL_LLM_GEMMA_2B_GPU_INT4,
-//  MODEL_LLM_GEMMA_2_2B_GPU_INT8,
-  MODEL_LLM_GEMMA_3_1B_INT4,
-  MODEL_LLM_DEEPSEEK,
-)
-
 val MODELS_IMAGE_GENERATION: MutableList<Model> =
   mutableListOf(MODEL_IMAGE_GENERATION_STABLE_DIFFUSION)

Android/src/app/src/main/java/com/google/aiedge/gallery/data/ModelAllowlist.kt

@@ -35,6 +35,7 @@ data class AllowedModel(
   val defaultConfig: Map<String, ConfigValue>,
   val taskTypes: List<String>,
   val disabled: Boolean? = null,
+  val llmSupportImage: Boolean? = null,
 ) {
   fun toModel(): Model {
     // Construct HF download url.
@@ -48,7 +49,7 @@ data class AllowedModel(
       var defaultTopK: Int = DEFAULT_TOPK
       var defaultTopP: Float = DEFAULT_TOPP
       var defaultTemperature: Float = DEFAULT_TEMPERATURE
-      var defaultMaxToken: Int = 1024
+      var defaultMaxToken = 1024
       var accelerators: List<Accelerator> = DEFAULT_ACCELERATORS
       if (defaultConfig.containsKey("topK")) {
         defaultTopK = getIntConfigValue(defaultConfig["topK"], defaultTopK)
@@ -84,9 +85,10 @@ data class AllowedModel(
 
     // Misc.
     var showBenchmarkButton = true
-    val showRunAgainButton = true
+    var showRunAgainButton = true
-    if (taskTypes.contains(TASK_LLM_CHAT.type.id) || taskTypes.contains(TASK_LLM_USECASES.type.id)) {
+    if (isLlmModel) {
       showBenchmarkButton = false
+      showRunAgainButton = false
     }
 
     return Model(
@@ -99,7 +101,8 @@ data class AllowedModel(
       downloadFileName = modelFile,
       showBenchmarkButton = showBenchmarkButton,
       showRunAgainButton = showRunAgainButton,
-      learnMoreUrl = "https://huggingface.co/${modelId}"
+      learnMoreUrl = "https://huggingface.co/${modelId}",
+      llmSupportImage = llmSupportImage == true,
     )
   }
 

Android/src/app/src/main/java/com/google/aiedge/gallery/data/Tasks.kt

@@ -19,6 +19,7 @@ package com.google.aiedge.gallery.data
 import androidx.annotation.StringRes
 import androidx.compose.material.icons.Icons
 import androidx.compose.material.icons.outlined.Forum
+import androidx.compose.material.icons.outlined.Mms
 import androidx.compose.material.icons.outlined.Widgets
 import androidx.compose.material.icons.rounded.ImageSearch
 import androidx.compose.runtime.MutableState
@@ -33,6 +34,7 @@ enum class TaskType(val label: String, val id: String) {
   IMAGE_GENERATION(label = "Image Generation", id = "image_generation"),
   LLM_CHAT(label = "LLM Chat", id = "llm_chat"),
   LLM_USECASES(label = "LLM Use Cases", id = "llm_usecases"),
+  LLM_IMAGE_TO_TEXT(label = "LLM Image to Text", id = "llm_image_to_text"),
 
   TEST_TASK_1(label = "Test task 1", id = "test_task_1"),
   TEST_TASK_2(label = "Test task 2", id = "test_task_2")
@@ -93,7 +95,7 @@ val TASK_LLM_CHAT = Task(
   icon = Icons.Outlined.Forum,
 //  models = MODELS_LLM,
   models = mutableListOf(),
-  description = "Chat with a on-device large language model",
+  description = "Chat with on-device large language models",
   docUrl = "https://ai.google.dev/edge/mediapipe/solutions/genai/llm_inference/android",
   sourceCodeUrl = "https://github.com/google-ai-edge/gallery/blob/main/Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmchat/LlmChatModelHelper.kt",
   textInputPlaceHolderRes = R.string.text_input_placeholder_llm_chat
@@ -110,6 +112,17 @@ val TASK_LLM_USECASES = Task(
   textInputPlaceHolderRes = R.string.text_input_placeholder_llm_chat
 )
 
+val TASK_LLM_IMAGE_TO_TEXT = Task(
+  type = TaskType.LLM_IMAGE_TO_TEXT,
+  icon = Icons.Outlined.Mms,
+//  models = MODELS_LLM,
+  models = mutableListOf(),
+  description = "Ask questions about images with on-device large language models",
+  docUrl = "https://ai.google.dev/edge/mediapipe/solutions/genai/llm_inference/android",
+  sourceCodeUrl = "https://github.com/google-ai-edge/gallery/blob/main/Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmchat/LlmChatModelHelper.kt",
+  textInputPlaceHolderRes = R.string.text_input_placeholder_llm_chat
+)
+
 val TASK_IMAGE_GENERATION = Task(
   type = TaskType.IMAGE_GENERATION,
   iconVectorResourceId = R.drawable.image_spark,
@@ -127,6 +140,7 @@ val TASKS: List<Task> = listOf(
 //  TASK_IMAGE_GENERATION,
   TASK_LLM_USECASES,
   TASK_LLM_CHAT,
+  TASK_LLM_IMAGE_TO_TEXT
 )
 
 fun getModelByName(name: String): Model? {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/ViewModelProvider.kt

@@ -25,6 +25,7 @@ import com.google.aiedge.gallery.GalleryApplication
 import com.google.aiedge.gallery.ui.imageclassification.ImageClassificationViewModel
 import com.google.aiedge.gallery.ui.imagegeneration.ImageGenerationViewModel
 import com.google.aiedge.gallery.ui.llmchat.LlmChatViewModel
+import com.google.aiedge.gallery.ui.llmchat.LlmImageToTextViewModel
 import com.google.aiedge.gallery.ui.llmsingleturn.LlmSingleTurnViewModel
 import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 import com.google.aiedge.gallery.ui.textclassification.TextClassificationViewModel
@@ -62,6 +63,12 @@ object ViewModelProvider {
       LlmSingleTurnViewModel()
     }
 
+    // Initializer for LlmImageToTextViewModel.
+    initializer {
+      LlmImageToTextViewModel()
+    }
+
+    // Initializer for ImageGenerationViewModel.
     initializer {
       ImageGenerationViewModel()
     }

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/ModelPageAppBar.kt

@@ -17,13 +17,17 @@
 package com.google.aiedge.gallery.ui.common
 
 import androidx.compose.foundation.layout.Arrangement
+import androidx.compose.foundation.layout.Box
 import androidx.compose.foundation.layout.Column
 import androidx.compose.foundation.layout.Row
+import androidx.compose.foundation.layout.offset
 import androidx.compose.foundation.layout.size
 import androidx.compose.material.icons.Icons
 import androidx.compose.material.icons.automirrored.rounded.ArrowBack
-import androidx.compose.material.icons.rounded.Settings
+import androidx.compose.material.icons.rounded.MapsUgc
+import androidx.compose.material.icons.rounded.Tune
 import androidx.compose.material3.CenterAlignedTopAppBar
+import androidx.compose.material3.CircularProgressIndicator
 import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.Icon
 import androidx.compose.material3.IconButton
@@ -38,6 +42,7 @@ import androidx.compose.runtime.setValue
 import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.alpha
+import androidx.compose.ui.draw.scale
 import androidx.compose.ui.graphics.vector.ImageVector
 import androidx.compose.ui.platform.LocalContext
 import androidx.compose.ui.res.vectorResource
@@ -47,6 +52,7 @@ import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.data.ModelDownloadStatusType
 import com.google.aiedge.gallery.data.Task
 import com.google.aiedge.gallery.ui.common.chat.ConfigDialog
+import com.google.aiedge.gallery.ui.modelmanager.ModelInitializationStatusType
 import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 
 @OptIn(ExperimentalMaterial3Api::class)
@@ -58,12 +64,17 @@ fun ModelPageAppBar(
   onBackClicked: () -> Unit,
   onModelSelected: (Model) -> Unit,
   modifier: Modifier = Modifier,
+  isResettingSession: Boolean = false,
+  onResetSessionClicked: (Model) -> Unit = {},
+  showResetSessionButton: Boolean = false,
   onConfigChanged: (oldConfigValues: Map<String, Any>, newConfigValues: Map<String, Any>) -> Unit = { _, _ -> },
 ) {
   var showConfigDialog by remember { mutableStateOf(false) }
   val modelManagerUiState by modelManagerViewModel.uiState.collectAsState()
   val context = LocalContext.current
   val curDownloadStatus = modelManagerUiState.modelDownloadStatus[model.name]
+  val modelInitializationStatus =
+    modelManagerUiState.modelInitializationStatus[model.name]
 
   CenterAlignedTopAppBar(title = {
     Column(
@@ -110,19 +121,58 @@ fun ModelPageAppBar(
     actions = {
       val showConfigButton =
         model.configs.isNotEmpty() && curDownloadStatus?.status == ModelDownloadStatusType.SUCCEEDED
+      Box(modifier = Modifier.size(42.dp), contentAlignment = Alignment.Center) {
+        var configButtonOffset = 0.dp
+        if (showConfigButton && showResetSessionButton) {
+          configButtonOffset = (-40).dp
+        }
+        val isModelInitializing =
+          modelInitializationStatus?.status == ModelInitializationStatusType.INITIALIZING
+        if (showConfigButton) {
           IconButton(
             onClick = {
               showConfigDialog = true
             },
-        enabled = showConfigButton,
+            enabled = !isModelInitializing,
-        modifier = Modifier.alpha(if (showConfigButton) 1f else 0f)
+            modifier = Modifier
+              .scale(0.75f)
+              .offset(x = configButtonOffset)
+              .alpha(if (isModelInitializing) 0.5f else 1f)
           ) {
             Icon(
-          imageVector = Icons.Rounded.Settings,
+              imageVector = Icons.Rounded.Tune,
               contentDescription = "",
               tint = MaterialTheme.colorScheme.primary
             )
           }
+        }
+        if (showResetSessionButton) {
+          if (isResettingSession) {
+            CircularProgressIndicator(
+              trackColor = MaterialTheme.colorScheme.surfaceVariant,
+              strokeWidth = 2.dp,
+              modifier = Modifier.size(16.dp)
+            )
+          } else {
+            IconButton(
+              onClick = {
+                onResetSessionClicked(model)
+              },
+              enabled = !isModelInitializing,
+              modifier = Modifier
+                .scale(0.75f)
+                .alpha(if (isModelInitializing) 0.5f else 1f)
+            ) {
+              Icon(
+                imageVector = Icons.Rounded.MapsUgc,
+                contentDescription = "",
+                tint = MaterialTheme.colorScheme.primary
+              )
+            }
+          }
+        }
+      }
+
     })
 
   // Config dialog.

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/ModelPickerChipsPager.kt

@@ -29,6 +29,7 @@ import androidx.compose.foundation.layout.Row
 import androidx.compose.foundation.layout.fillMaxWidth
 import androidx.compose.foundation.layout.padding
 import androidx.compose.foundation.layout.size
+import androidx.compose.foundation.layout.widthIn
 import androidx.compose.foundation.pager.HorizontalPager
 import androidx.compose.foundation.pager.rememberPagerState
 import androidx.compose.foundation.shape.CircleShape
@@ -54,6 +55,9 @@ import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.alpha
 import androidx.compose.ui.draw.clip
 import androidx.compose.ui.graphics.graphicsLayer
+import androidx.compose.ui.platform.LocalDensity
+import androidx.compose.ui.platform.LocalWindowInfo
+import androidx.compose.ui.text.style.TextOverflow
 import androidx.compose.ui.unit.dp
 import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.data.Task
@@ -77,6 +81,10 @@ fun ModelPickerChipsPager(
   val modelManagerUiState by modelManagerViewModel.uiState.collectAsState()
   val sheetState = rememberModalBottomSheetState(skipPartiallyExpanded = true)
   val scope = rememberCoroutineScope()
+  val density = LocalDensity.current
+  val windowInfo = LocalWindowInfo.current
+  val screenWidthDp =
+    remember { with(density) { windowInfo.containerSize.width.toDp() } }
 
   val pagerState = rememberPagerState(initialPage = task.models.indexOf(initialModel),
     pageCount = { task.models.size })
@@ -140,7 +148,12 @@ fun ModelPickerChipsPager(
           Text(
             model.name,
             style = MaterialTheme.typography.labelSmall,
-            modifier = Modifier.padding(start = 4.dp),
+            modifier = Modifier
+              .padding(start = 4.dp)
+              .widthIn(0.dp, screenWidthDp - 250.dp),
+            maxLines = 1,
+            overflow = TextOverflow.MiddleEllipsis
+
           )
           Icon(
             Icons.Rounded.ArrowDropDown,

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/ChatPanel.kt

@@ -109,7 +109,7 @@ fun ChatPanel(
   task: Task,
   selectedModel: Model,
   viewModel: ChatViewModel,
-  onSendMessage: (Model, ChatMessage) -> Unit,
+  onSendMessage: (Model, List<ChatMessage>) -> Unit,
   onRunAgainClicked: (Model, ChatMessage) -> Unit,
   onBenchmarkClicked: (Model, ChatMessage, warmUpIterations: Int, benchmarkIterations: Int) -> Unit,
   navigateUp: () -> Unit,
@@ -280,7 +280,8 @@ fun ChatPanel(
                 task = task,
                 onPromptClicked = { template ->
                   onSendMessage(
-                    selectedModel, ChatMessageText(content = template.prompt, side = ChatSide.USER)
+                    selectedModel,
+                    listOf(ChatMessageText(content = template.prompt, side = ChatSide.USER))
                   )
                 })
 
@@ -430,12 +431,15 @@ fun ChatPanel(
     // Chat input
     when (chatInputType) {
       ChatInputType.TEXT -> {
-        val isLlmTask = task.type == TaskType.LLM_CHAT
+//        val isLlmTask = task.type == TaskType.LLM_CHAT
-        val notLlmStartScreen = !(messages.size == 1 && messages[0] is ChatMessagePromptTemplates)
+//        val notLlmStartScreen = !(messages.size == 1 && messages[0] is ChatMessagePromptTemplates)
+        val hasImageMessage = messages.any { it is ChatMessageImage }
         MessageInputText(
           modelManagerViewModel = modelManagerViewModel,
           curMessage = curMessage,
           inProgress = uiState.inProgress,
+          isResettingSession = uiState.isResettingSession,
+          hasImageMessage = hasImageMessage,
           modelInitializing = modelInitializationStatus?.status == ModelInitializationStatusType.INITIALIZING,
           textFieldPlaceHolderRes = task.textInputPlaceHolderRes,
           onValueChanged = { curMessage = it },
@@ -445,13 +449,17 @@ fun ChatPanel(
           },
           onOpenPromptTemplatesClicked = {
             onSendMessage(
-              selectedModel, ChatMessagePromptTemplates(
+              selectedModel, listOf(
+                ChatMessagePromptTemplates(
                   templates = selectedModel.llmPromptTemplates, showMakeYourOwn = false
                 )
               )
+            )
           },
           onStopButtonClicked = onStopButtonClicked,
-          showPromptTemplatesInMenu = isLlmTask && notLlmStartScreen,
+//          showPromptTemplatesInMenu = isLlmTask && notLlmStartScreen,
+          showPromptTemplatesInMenu = false,
+          showImagePickerInMenu = selectedModel.llmSupportImage == true,
           showStopButtonWhenInProgress = showStopButtonInInputWhenInProgress,
         )
       }
@@ -461,10 +469,12 @@ fun ChatPanel(
         streamingMessage = streamingMessage,
         onImageSelected = { bitmap ->
           onSendMessage(
-            selectedModel, ChatMessageImage(
+            selectedModel, listOf(
+              ChatMessageImage(
                 bitmap = bitmap, imageBitMap = bitmap.asImageBitmap(), side = ChatSide.USER
               )
             )
+          )
         },
         onStreamImage = { bitmap ->
           onStreamImageMessage(

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/ChatView.kt

@@ -70,16 +70,18 @@ fun ChatView(
   task: Task,
   viewModel: ChatViewModel,
   modelManagerViewModel: ModelManagerViewModel,
-  onSendMessage: (Model, ChatMessage) -> Unit,
+  onSendMessage: (Model, List<ChatMessage>) -> Unit,
   onRunAgainClicked: (Model, ChatMessage) -> Unit,
   onBenchmarkClicked: (Model, ChatMessage, Int, Int) -> Unit,
   navigateUp: () -> Unit,
   modifier: Modifier = Modifier,
+  onResetSessionClicked: (Model) -> Unit = {},
   onStreamImageMessage: (Model, ChatMessageImage) -> Unit = { _, _ -> },
   onStopButtonClicked: (Model) -> Unit = {},
   chatInputType: ChatInputType = ChatInputType.TEXT,
   showStopButtonInInputWhenInProgress: Boolean = false,
 ) {
+  val uiStat by viewModel.uiState.collectAsState()
   val modelManagerUiState by modelManagerViewModel.uiState.collectAsState()
   val selectedModel = modelManagerUiState.selectedModel
 
@@ -155,6 +157,9 @@ fun ChatView(
       task = task,
       model = selectedModel,
       modelManagerViewModel = modelManagerViewModel,
+      showResetSessionButton = true,
+      isResettingSession = uiStat.isResettingSession,
+      onResetSessionClicked = onResetSessionClicked,
       onConfigChanged = { old, new ->
         viewModel.addConfigChangedMessage(
           oldConfigValues = old,

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/ChatViewModel.kt

@@ -33,6 +33,11 @@ data class ChatUiState(
    */
   val inProgress: Boolean = false,
 
+  /**
+   * Indicates whether the session is being reset.
+   */
+  val isResettingSession: Boolean = false,
+
   /**
    * A map of model names to lists of chat messages.
    */
@@ -106,6 +111,12 @@ open class ChatViewModel(val task: Task) : ViewModel() {
     _uiState.update { _uiState.value.copy(messagesByModel = newMessagesByModel) }
   }
 
+  fun clearAllMessages(model: Model) {
+    val newMessagesByModel = _uiState.value.messagesByModel.toMutableMap()
+    newMessagesByModel[model.name] = mutableListOf()
+    _uiState.update { _uiState.value.copy(messagesByModel = newMessagesByModel) }
+  }
+
   fun getLastMessage(model: Model): ChatMessage? {
     return (_uiState.value.messagesByModel[model.name] ?: listOf()).lastOrNull()
   }
@@ -189,6 +200,10 @@ open class ChatViewModel(val task: Task) : ViewModel() {
     _uiState.update { _uiState.value.copy(inProgress = inProgress) }
   }
 
+  fun setIsResettingSession(isResettingSession: Boolean) {
+    _uiState.update { _uiState.value.copy(isResettingSession = isResettingSession) }
+  }
+
   fun addConfigChangedMessage(
     oldConfigValues: Map<String, Any>, newConfigValues: Map<String, Any>, model: Model
   ) {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/MarkdownText.kt

@@ -21,14 +21,18 @@ import androidx.compose.material3.ProvideTextStyle
 import androidx.compose.runtime.Composable
 import androidx.compose.runtime.CompositionLocalProvider
 import androidx.compose.ui.Modifier
+import androidx.compose.ui.text.SpanStyle
+import androidx.compose.ui.text.TextLinkStyles
 import androidx.compose.ui.text.TextStyle
 import androidx.compose.ui.text.font.FontFamily
 import androidx.compose.ui.tooling.preview.Preview
 import com.google.aiedge.gallery.ui.theme.GalleryTheme
+import com.google.aiedge.gallery.ui.theme.customColors
 import com.halilibo.richtext.commonmark.Markdown
 import com.halilibo.richtext.ui.CodeBlockStyle
 import com.halilibo.richtext.ui.RichTextStyle
 import com.halilibo.richtext.ui.material3.RichText
+import com.halilibo.richtext.ui.string.RichTextStringStyle
 
 /**
  * Composable function to display Markdown-formatted text.
@@ -56,6 +60,11 @@ fun MarkdownText(
               fontSize = MaterialTheme.typography.bodySmall.fontSize,
               fontFamily = FontFamily.Monospace,
             )
+          ),
+          stringStyle = RichTextStringStyle(
+            linkStyle = TextLinkStyles(
+              style = SpanStyle(color = MaterialTheme.customColors.linkColor)
+            )
           )
         ),
       ) {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/MessageBodyWarning.kt

@@ -46,7 +46,11 @@ fun MessageBodyWarning(message: ChatMessageWarning) {
         .clip(RoundedCornerShape(16.dp))
         .background(MaterialTheme.colorScheme.tertiaryContainer)
     ) {
-      MarkdownText(text = message.content, modifier = Modifier.padding(12.dp), smallFontSize = true)
+      MarkdownText(
+        text = message.content,
+        modifier = Modifier.padding(horizontal = 16.dp, vertical = 6.dp),
+        smallFontSize = true
+      )
     }
   }
 }

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/MessageInputText.kt

@@ -16,28 +16,45 @@
 
 package com.google.aiedge.gallery.ui.common.chat
 
+import android.Manifest
+import android.content.Context
+import android.content.pm.PackageManager
+import android.graphics.Bitmap
+import android.graphics.BitmapFactory
+import android.graphics.Matrix
+import android.net.Uri
+import androidx.activity.compose.rememberLauncherForActivityResult
+import androidx.activity.result.PickVisualMediaRequest
+import androidx.activity.result.contract.ActivityResultContracts
 import androidx.annotation.StringRes
+import androidx.compose.foundation.Image
+import androidx.compose.foundation.background
 import androidx.compose.foundation.border
+import androidx.compose.foundation.clickable
 import androidx.compose.foundation.layout.Arrangement
 import androidx.compose.foundation.layout.Box
 import androidx.compose.foundation.layout.Column
 import androidx.compose.foundation.layout.Row
 import androidx.compose.foundation.layout.Spacer
 import androidx.compose.foundation.layout.fillMaxWidth
+import androidx.compose.foundation.layout.height
 import androidx.compose.foundation.layout.offset
 import androidx.compose.foundation.layout.padding
 import androidx.compose.foundation.layout.size
 import androidx.compose.foundation.layout.width
+import androidx.compose.foundation.shape.CircleShape
 import androidx.compose.foundation.shape.RoundedCornerShape
 import androidx.compose.material.icons.Icons
 import androidx.compose.material.icons.automirrored.rounded.Send
 import androidx.compose.material.icons.rounded.Add
+import androidx.compose.material.icons.rounded.Close
 import androidx.compose.material.icons.rounded.History
+import androidx.compose.material.icons.rounded.Photo
+import androidx.compose.material.icons.rounded.PhotoCamera
 import androidx.compose.material.icons.rounded.PostAdd
 import androidx.compose.material.icons.rounded.Stop
 import androidx.compose.material3.DropdownMenu
 import androidx.compose.material3.DropdownMenuItem
-import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.Icon
 import androidx.compose.material3.IconButton
 import androidx.compose.material3.IconButtonDefaults
@@ -54,12 +71,17 @@ import androidx.compose.runtime.setValue
 import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.alpha
+import androidx.compose.ui.draw.clip
+import androidx.compose.ui.draw.shadow
 import androidx.compose.ui.graphics.Color
+import androidx.compose.ui.graphics.asImageBitmap
 import androidx.compose.ui.platform.LocalContext
 import androidx.compose.ui.res.stringResource
 import androidx.compose.ui.tooling.preview.Preview
 import androidx.compose.ui.unit.dp
+import androidx.core.content.ContextCompat
 import com.google.aiedge.gallery.R
+import com.google.aiedge.gallery.ui.common.createTempPictureUri
 import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 import com.google.aiedge.gallery.ui.preview.PreviewModelManagerViewModel
 import com.google.aiedge.gallery.ui.theme.GalleryTheme
@@ -74,24 +96,107 @@ import com.google.aiedge.gallery.ui.theme.GalleryTheme
 fun MessageInputText(
   modelManagerViewModel: ModelManagerViewModel,
   curMessage: String,
+  isResettingSession: Boolean,
   inProgress: Boolean,
+  hasImageMessage: Boolean,
   modelInitializing: Boolean,
   @StringRes textFieldPlaceHolderRes: Int,
   onValueChanged: (String) -> Unit,
-  onSendMessage: (ChatMessage) -> Unit,
+  onSendMessage: (List<ChatMessage>) -> Unit,
   onOpenPromptTemplatesClicked: () -> Unit = {},
   onStopButtonClicked: () -> Unit = {},
-  showPromptTemplatesInMenu: Boolean = true,
+  showPromptTemplatesInMenu: Boolean = false,
+  showImagePickerInMenu: Boolean = false,
   showStopButtonWhenInProgress: Boolean = false,
 ) {
+  val context = LocalContext.current
   val modelManagerUiState by modelManagerViewModel.uiState.collectAsState()
   var showAddContentMenu by remember { mutableStateOf(false) }
   var showTextInputHistorySheet by remember { mutableStateOf(false) }
+  var tempPhotoUri by remember { mutableStateOf(value = Uri.EMPTY) }
+  var pickedImages by remember { mutableStateOf<List<Bitmap>>(listOf()) }
+  val updatePickedImages: (Bitmap) -> Unit = { bitmap ->
+    val newPickedImages: MutableList<Bitmap> = mutableListOf()
+    newPickedImages.addAll(pickedImages)
+    newPickedImages.add(bitmap)
+    pickedImages = newPickedImages.toList()
+  }
+
+  // launches camera
+  val cameraLauncher =
+    rememberLauncherForActivityResult(ActivityResultContracts.TakePicture()) { isImageSaved ->
+      if (isImageSaved) {
+        handleImageSelected(
+          context = context,
+          uri = tempPhotoUri,
+          onImageSelected = { bitmap ->
+            updatePickedImages(bitmap)
+          },
+          rotateForPortrait = true,
+        )
+      }
+    }
+
+  // Permission request when taking picture.
+  val takePicturePermissionLauncher = rememberLauncherForActivityResult(
+    ActivityResultContracts.RequestPermission()
+  ) { permissionGranted ->
+    if (permissionGranted) {
+      showAddContentMenu = false
+      tempPhotoUri = context.createTempPictureUri()
+      cameraLauncher.launch(tempPhotoUri)
+    }
+  }
+
+  // Registers a photo picker activity launcher in single-select mode.
+  val pickMedia =
+    rememberLauncherForActivityResult(ActivityResultContracts.PickVisualMedia()) { uri ->
+      // Callback is invoked after the user selects a media item or closes the
+      // photo picker.
+      if (uri != null) {
+        handleImageSelected(context = context, uri = uri, onImageSelected = { bitmap ->
+          updatePickedImages(bitmap)
+        })
+      }
+    }
 
   Box(contentAlignment = Alignment.CenterStart) {
+    // A preview panel for the selected image.
+    if (pickedImages.isNotEmpty()) {
+      Box(
+        contentAlignment = Alignment.TopEnd, modifier = Modifier.offset(x = 16.dp, y = (-80).dp)
+      ) {
+        Image(
+          bitmap = pickedImages.last().asImageBitmap(),
+          contentDescription = "",
+          modifier = Modifier
+            .height(80.dp)
+            .shadow(2.dp, shape = RoundedCornerShape(8.dp))
+            .clip(RoundedCornerShape(8.dp))
+            .border(1.dp, MaterialTheme.colorScheme.outlineVariant, RoundedCornerShape(8.dp)),
+        )
+        Box(modifier = Modifier
+          .offset(x = 10.dp, y = (-10).dp)
+          .clip(CircleShape)
+          .background(MaterialTheme.colorScheme.surface)
+          .border((1.5).dp, MaterialTheme.colorScheme.outline, CircleShape)
+          .clickable {
+            pickedImages = listOf()
+          }) {
+          Icon(
+            Icons.Rounded.Close,
+            contentDescription = "",
+            modifier = Modifier
+              .padding(3.dp)
+              .size(16.dp)
+          )
+        }
+      }
+    }
+
     // A plus button to show a popup menu to add stuff to the chat.
     IconButton(
-      enabled = !inProgress,
+      enabled = !inProgress && !isResettingSession,
       onClick = { showAddContentMenu = true },
       modifier = Modifier
         .offset(x = 16.dp)
@@ -113,6 +218,58 @@ fun MessageInputText(
       DropdownMenu(
         expanded = showAddContentMenu,
         onDismissRequest = { showAddContentMenu = false }) {
+        if (showImagePickerInMenu) {
+          // Take a photo.
+          DropdownMenuItem(
+            text = {
+              Row(
+                verticalAlignment = Alignment.CenterVertically,
+                horizontalArrangement = Arrangement.spacedBy(6.dp)
+              ) {
+                Icon(Icons.Rounded.PhotoCamera, contentDescription = "")
+                Text("Take a photo")
+              }
+            },
+            enabled = pickedImages.isEmpty() && !hasImageMessage,
+            onClick = {
+              // Check permission
+              when (PackageManager.PERMISSION_GRANTED) {
+                // Already got permission. Call the lambda.
+                ContextCompat.checkSelfPermission(
+                  context, Manifest.permission.CAMERA
+                ) -> {
+                  showAddContentMenu = false
+                  tempPhotoUri = context.createTempPictureUri()
+                  cameraLauncher.launch(tempPhotoUri)
+                }
+
+                // Otherwise, ask for permission
+                else -> {
+                  takePicturePermissionLauncher.launch(Manifest.permission.CAMERA)
+                }
+              }
+            })
+
+          // Pick an image from album.
+          DropdownMenuItem(
+            text = {
+              Row(
+                verticalAlignment = Alignment.CenterVertically,
+                horizontalArrangement = Arrangement.spacedBy(6.dp)
+              ) {
+                Icon(Icons.Rounded.Photo, contentDescription = "")
+                Text("Pick from album")
+              }
+            },
+            enabled = pickedImages.isEmpty() && !hasImageMessage,
+            onClick = {
+              // Launch the photo picker and let the user choose only images.
+              pickMedia.launch(PickVisualMediaRequest(ActivityResultContracts.PickVisualMedia.ImageOnly))
+              showAddContentMenu = false
+            })
+        }
+
+        // Prompt templates.
         if (showPromptTemplatesInMenu) {
           DropdownMenuItem(text = {
             Row(
@@ -127,6 +284,7 @@ fun MessageInputText(
             showAddContentMenu = false
           })
         }
+        // Prompt history.
         DropdownMenuItem(text = {
           Row(
             verticalAlignment = Alignment.CenterVertically,
@@ -171,18 +329,19 @@ fun MessageInputText(
             ),
           ) {
             Icon(
-              Icons.Rounded.Stop,
+              Icons.Rounded.Stop, contentDescription = "", tint = MaterialTheme.colorScheme.primary
-              contentDescription = "",
-              tint = MaterialTheme.colorScheme.primary
             )
           }
         }
       } // Send button. Only shown when text is not empty.
       else if (curMessage.isNotEmpty()) {
         IconButton(
-          enabled = !inProgress,
+          enabled = !inProgress && !isResettingSession,
           onClick = {
-            onSendMessage(ChatMessageText(content = curMessage.trim(), side = ChatSide.USER))
+            onSendMessage(
+              createMessagesToSend(pickedImages = pickedImages, text = curMessage.trim())
+            )
+            pickedImages = listOf()
           },
           colors = IconButtonDefaults.iconButtonColors(
             containerColor = MaterialTheme.colorScheme.secondaryContainer,
@@ -200,7 +359,6 @@ fun MessageInputText(
     }
   }
 
-
   // A bottom sheet to show the text input history to pick from.
   if (showTextInputHistorySheet) {
     TextInputHistorySheet(
@@ -209,7 +367,8 @@ fun MessageInputText(
         showTextInputHistorySheet = false
       },
       onHistoryItemClicked = { item ->
-        onSendMessage(ChatMessageText(content = item, side = ChatSide.USER))
+        onSendMessage(createMessagesToSend(pickedImages = pickedImages, text = item))
+        pickedImages = listOf()
         modelManagerViewModel.promoteTextInputHistoryItem(item)
       },
       onHistoryItemDeleted = { item ->
@@ -217,9 +376,55 @@ fun MessageInputText(
       },
       onHistoryItemsDeleteAll = {
         modelManagerViewModel.clearTextInputHistory()
+      })
   }
+}
+
+private fun handleImageSelected(
+  context: Context,
+  uri: Uri,
+  onImageSelected: (Bitmap) -> Unit,
+  // For some reason, some Android phone would store the picture taken by the camera rotated
+  // horizontally. Use this flag to rotate the image back to portrait if the picture's width
+  // is bigger than height.
+  rotateForPortrait: Boolean = false,
+) {
+  val bitmap: Bitmap? = try {
+    val inputStream = context.contentResolver.openInputStream(uri)
+    val tmpBitmap = BitmapFactory.decodeStream(inputStream)
+    if (rotateForPortrait && tmpBitmap.width > tmpBitmap.height) {
+      val matrix = Matrix()
+      matrix.postRotate(90f)
+      Bitmap.createBitmap(tmpBitmap, 0, 0, tmpBitmap.width, tmpBitmap.height, matrix, true)
+    } else {
+      tmpBitmap
+    }
+  } catch (e: Exception) {
+    e.printStackTrace()
+    null
+  }
+  if (bitmap != null) {
+    onImageSelected(bitmap)
+  }
+}
+
+private fun createMessagesToSend(pickedImages: List<Bitmap>, text: String): List<ChatMessage> {
+  val messages: MutableList<ChatMessage> = mutableListOf()
+  if (pickedImages.isNotEmpty()) {
+    val lastImage = pickedImages.last()
+    messages.add(
+      ChatMessageImage(
+        bitmap = lastImage, imageBitMap = lastImage.asImageBitmap(), side = ChatSide.USER
+      )
     )
   }
+  messages.add(
+    ChatMessageText(
+      content = text, side = ChatSide.USER
+    )
+  )
+
+  return messages
 }
 
 @Preview(showBackground = true)
@@ -233,6 +438,21 @@ fun MessageInputTextPreview() {
         modelManagerViewModel = PreviewModelManagerViewModel(context = context),
         curMessage = "hello",
         inProgress = false,
+        isResettingSession = false,
+        modelInitializing = false,
+        hasImageMessage = false,
+        textFieldPlaceHolderRes = R.string.chat_textinput_placeholder,
+        onValueChanged = {},
+        onSendMessage = {},
+        showStopButtonWhenInProgress = true,
+        showImagePickerInMenu = true,
+      )
+      MessageInputText(
+        modelManagerViewModel = PreviewModelManagerViewModel(context = context),
+        curMessage = "hello",
+        inProgress = false,
+        isResettingSession = false,
+        hasImageMessage = false,
         modelInitializing = false,
         textFieldPlaceHolderRes = R.string.chat_textinput_placeholder,
         onValueChanged = {},
@@ -243,6 +463,8 @@ fun MessageInputTextPreview() {
         modelManagerViewModel = PreviewModelManagerViewModel(context = context),
         curMessage = "hello",
         inProgress = true,
+        isResettingSession = false,
+        hasImageMessage = false,
         modelInitializing = false,
         textFieldPlaceHolderRes = R.string.chat_textinput_placeholder,
         onValueChanged = {},
@@ -252,6 +474,8 @@ fun MessageInputTextPreview() {
         modelManagerViewModel = PreviewModelManagerViewModel(context = context),
         curMessage = "",
         inProgress = false,
+        isResettingSession = false,
+        hasImageMessage = false,
         modelInitializing = false,
         textFieldPlaceHolderRes = R.string.chat_textinput_placeholder,
         onValueChanged = {},
@@ -261,6 +485,8 @@ fun MessageInputTextPreview() {
         modelManagerViewModel = PreviewModelManagerViewModel(context = context),
         curMessage = "",
         inProgress = true,
+        isResettingSession = false,
+        hasImageMessage = false,
         modelInitializing = false,
         textFieldPlaceHolderRes = R.string.chat_textinput_placeholder,
         onValueChanged = {},

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/chat/TextInputHistorySheet.kt

@@ -52,6 +52,7 @@ import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.clip
 import androidx.compose.ui.res.stringResource
 import androidx.compose.ui.text.style.TextAlign
+import androidx.compose.ui.text.style.TextOverflow
 import androidx.compose.ui.tooling.preview.Preview
 import androidx.compose.ui.unit.dp
 import com.google.aiedge.gallery.R
@@ -149,6 +150,8 @@ private fun SheetContent(
           Text(
             item,
             style = MaterialTheme.typography.bodyMedium,
+            maxLines = 3,
+            overflow = TextOverflow.Ellipsis,
             modifier = Modifier
               .padding(vertical = 16.dp)
               .padding(start = 16.dp)

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/common/modelitem/ModelNameAndStatus.kt

@@ -76,7 +76,7 @@ fun ModelNameAndStatus(
       Text(
         model.name,
         maxLines = 1,
-        overflow = TextOverflow.Ellipsis,
+        overflow = TextOverflow.MiddleEllipsis,
         style = MaterialTheme.typography.titleMedium,
         modifier = modifier,
       )

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/home/HomeScreen.kt

@@ -136,7 +136,7 @@ fun HomeScreen(
   val snackbarHostState = remember { SnackbarHostState() }
   val scope = rememberCoroutineScope()
 
-  val tasks = uiState.tasks
+  val nonEmptyTasks = uiState.tasks.filter { it.models.size > 0 }
   val loadingHfModels = uiState.loadingHfModels
 
   val filePickerLauncher: ActivityResultLauncher<Intent> = rememberLauncherForActivityResult(
@@ -183,14 +183,14 @@ fun HomeScreen(
   ) { innerPadding ->
     Box(contentAlignment = Alignment.BottomCenter, modifier = Modifier.fillMaxSize()) {
       TaskList(
-        tasks = tasks,
+        tasks = nonEmptyTasks,
         navigateToTaskScreen = navigateToTaskScreen,
         loadingModelAllowlist = uiState.loadingModelAllowlist,
         modifier = Modifier.fillMaxSize(),
         contentPadding = innerPadding,
       )
 
-      SnackbarHost(hostState = snackbarHostState, modifier = Modifier.padding(bottom = 16.dp))
+      SnackbarHost(hostState = snackbarHostState, modifier = Modifier.padding(bottom = 32.dp))
     }
   }
 
@@ -285,7 +285,7 @@ fun HomeScreen(
 
             // Show a snack bar for successful import.
             scope.launch {
-              snackbarHostState.showSnackbar("✅ Model imported successfully")
+              snackbarHostState.showSnackbar("Model imported successfully")
             }
           })
       }
@@ -316,7 +316,6 @@ fun HomeScreen(
         }
       },
     )
-
   }
 }
 

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/home/ModelImportDialog.kt

@@ -55,6 +55,7 @@ import androidx.compose.ui.unit.dp
 import androidx.compose.ui.window.Dialog
 import androidx.compose.ui.window.DialogProperties
 import com.google.aiedge.gallery.data.Accelerator
+import com.google.aiedge.gallery.data.BooleanSwitchConfig
 import com.google.aiedge.gallery.data.Config
 import com.google.aiedge.gallery.data.ConfigKey
 import com.google.aiedge.gallery.data.IMPORTS_DIR
@@ -111,6 +112,10 @@ private val IMPORT_CONFIGS_LLM: List<Config> = listOf(
     defaultValue = DEFAULT_TEMPERATURE,
     valueType = ValueType.FLOAT
   ),
+  BooleanSwitchConfig(
+    key = ConfigKey.SUPPORT_IMAGE,
+    defaultValue = false,
+  ),
   SegmentedButtonConfig(
     key = ConfigKey.COMPATIBLE_ACCELERATORS,
     defaultValue = Accelerator.CPU.label,

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/imageclassification/ImageClassificationScreen.kt

@@ -50,7 +50,8 @@ fun ImageClassificationScreen(
     task = viewModel.task,
     viewModel = viewModel,
     modelManagerViewModel = modelManagerViewModel,
-    onSendMessage = { model, message ->
+    onSendMessage = { model, messages ->
+      val message = messages[0]
       viewModel.addMessage(
         model = model,
         message = message,

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/imagegeneration/ImageGenerationScreen.kt

@@ -44,7 +44,8 @@ fun ImageGenerationScreen(
     task = viewModel.task,
     viewModel = viewModel,
     modelManagerViewModel = modelManagerViewModel,
-    onSendMessage = { model, message ->
+    onSendMessage = { model, messages ->
+      val message = messages[0]
       viewModel.addMessage(
         model = model,
         message = message,

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmchat/LlmChatModelHelper.kt

@@ -17,11 +17,14 @@
 package com.google.aiedge.gallery.ui.llmchat
 
 import android.content.Context
+import android.graphics.Bitmap
 import android.util.Log
 import com.google.aiedge.gallery.data.Accelerator
 import com.google.aiedge.gallery.data.ConfigKey
 import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.ui.common.cleanUpMediapipeTaskErrorMessage
+import com.google.mediapipe.framework.image.BitmapImageBuilder
+import com.google.mediapipe.tasks.genai.llminference.GraphOptions
 import com.google.mediapipe.tasks.genai.llminference.LlmInference
 import com.google.mediapipe.tasks.genai.llminference.LlmInferenceSession
 
@@ -55,7 +58,9 @@ object LlmChatModelHelper {
     }
     val options =
       LlmInference.LlmInferenceOptions.builder().setModelPath(model.getPath(context = context))
-        .setMaxTokens(maxTokens).setPreferredBackend(preferredBackend).build()
+        .setMaxTokens(maxTokens).setPreferredBackend(preferredBackend)
+        .setMaxNumImages(if (model.llmSupportImage) 1 else 0)
+        .build()
 
     // Create an instance of the LLM Inference task
     try {
@@ -64,7 +69,10 @@ object LlmChatModelHelper {
       val session = LlmInferenceSession.createFromOptions(
         llmInference,
         LlmInferenceSession.LlmInferenceSessionOptions.builder().setTopK(topK).setTopP(topP)
-          .setTemperature(temperature).build()
+          .setTemperature(temperature)
+          .setGraphOptions(
+            GraphOptions.builder().setEnableVisionModality(model.llmSupportImage).build()
+          ).build()
       )
       model.instance = LlmModelInstance(engine = llmInference, session = session)
     } catch (e: Exception) {
@@ -75,6 +83,8 @@ object LlmChatModelHelper {
   }
 
   fun resetSession(model: Model) {
+    Log.d(TAG, "Resetting session for model '${model.name}'")
+
     val instance = model.instance as LlmModelInstance? ?: return
     val session = instance.session
     session.close()
@@ -87,9 +97,13 @@ object LlmChatModelHelper {
     val newSession = LlmInferenceSession.createFromOptions(
       inference,
       LlmInferenceSession.LlmInferenceSessionOptions.builder().setTopK(topK).setTopP(topP)
-        .setTemperature(temperature).build()
+        .setTemperature(temperature)
+        .setGraphOptions(
+          GraphOptions.builder().setEnableVisionModality(model.llmSupportImage).build()
+        ).build()
     )
     instance.session = newSession
+    Log.d(TAG, "Resetting done")
   }
 
   fun cleanUp(model: Model) {
@@ -118,6 +132,7 @@ object LlmChatModelHelper {
     resultListener: ResultListener,
     cleanUpListener: CleanUpListener,
     singleTurn: Boolean = false,
+    image: Bitmap? = null,
   ) {
     if (singleTurn) {
       resetSession(model = model)
@@ -132,6 +147,9 @@ object LlmChatModelHelper {
     // Start async inference.
     val session = instance.session
     session.addQueryChunk(input)
+    if (image != null) {
+      session.addImage(BitmapImageBuilder(image).build())
+    }
     session.generateResponseAsync(resultListener)
   }
 }

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmchat/LlmChatScreen.kt

@@ -16,15 +16,14 @@
 
 package com.google.aiedge.gallery.ui.llmchat
 
-import android.util.Log
+import android.graphics.Bitmap
 import androidx.compose.runtime.Composable
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.platform.LocalContext
 import androidx.lifecycle.viewmodel.compose.viewModel
 import com.google.aiedge.gallery.ui.ViewModelProvider
-import com.google.aiedge.gallery.ui.common.chat.ChatMessageInfo
+import com.google.aiedge.gallery.ui.common.chat.ChatMessageImage
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageText
-import com.google.aiedge.gallery.ui.common.chat.ChatMessageWarning
 import com.google.aiedge.gallery.ui.common.chat.ChatView
 import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 import kotlinx.serialization.Serializable
@@ -35,6 +34,11 @@ object LlmChatDestination {
   val route = "LlmChatRoute"
 }
 
+object LlmImageToTextDestination {
+  @Serializable
+  val route = "LlmImageToTextRoute"
+}
+
 @Composable
 fun LlmChatScreen(
   modelManagerViewModel: ModelManagerViewModel,
@@ -43,6 +47,38 @@ fun LlmChatScreen(
   viewModel: LlmChatViewModel = viewModel(
     factory = ViewModelProvider.Factory
   ),
+) {
+  ChatViewWrapper(
+    viewModel = viewModel,
+    modelManagerViewModel = modelManagerViewModel,
+    navigateUp = navigateUp,
+    modifier = modifier,
+  )
+}
+
+@Composable
+fun LlmImageToTextScreen(
+  modelManagerViewModel: ModelManagerViewModel,
+  navigateUp: () -> Unit,
+  modifier: Modifier = Modifier,
+  viewModel: LlmImageToTextViewModel = viewModel(
+    factory = ViewModelProvider.Factory
+  ),
+) {
+  ChatViewWrapper(
+    viewModel = viewModel,
+    modelManagerViewModel = modelManagerViewModel,
+    navigateUp = navigateUp,
+    modifier = modifier,
+  )
+}
+
+@Composable
+fun ChatViewWrapper(
+  viewModel: LlmChatViewModel,
+  modelManagerViewModel: ModelManagerViewModel,
+  navigateUp: () -> Unit,
+  modifier: Modifier = Modifier
 ) {
   val context = LocalContext.current
 
@@ -50,21 +86,33 @@ fun LlmChatScreen(
     task = viewModel.task,
     viewModel = viewModel,
     modelManagerViewModel = modelManagerViewModel,
-    onSendMessage = { model, message ->
+    onSendMessage = { model, messages ->
+      for (message in messages) {
         viewModel.addMessage(
           model = model,
           message = message,
         )
-      if (message is ChatMessageText) {
+      }
-        modelManagerViewModel.addTextInputHistory(message.content)
-        viewModel.generateResponse(model = model, input = message.content, onError = {
-          viewModel.addMessage(
-            model = model,
-            message = ChatMessageWarning(content = "Error occurred. Re-initializing the engine.")
-          )
 
-          modelManagerViewModel.initializeModel(
+      var text = ""
-            context = context, task = viewModel.task, model = model, force = true
+      var image: Bitmap? = null
+      var chatMessageText: ChatMessageText? = null
+      for (message in messages) {
+        if (message is ChatMessageText) {
+          chatMessageText = message
+          text = message.content
+        } else if (message is ChatMessageImage) {
+          image = message.bitmap
+        }
+      }
+      if (text.isNotEmpty() && chatMessageText != null) {
+        modelManagerViewModel.addTextInputHistory(text)
+        viewModel.generateResponse(model = model, input = text, image = image, onError = {
+          viewModel.handleError(
+            context = context,
+            model = model,
+            modelManagerViewModel = modelManagerViewModel,
+            triggeredMessage = chatMessageText,
           )
         })
       }
@@ -72,13 +120,11 @@ fun LlmChatScreen(
     onRunAgainClicked = { model, message ->
       if (message is ChatMessageText) {
         viewModel.runAgain(model = model, message = message, onError = {
-          viewModel.addMessage(
+          viewModel.handleError(
+            context = context,
             model = model,
-            message = ChatMessageWarning(content = "Error occurred. Re-initializing the engine.")
+            modelManagerViewModel = modelManagerViewModel,
-          )
+            triggeredMessage = message,
-
-          modelManagerViewModel.initializeModel(
-            context = context, task = viewModel.task, model = model, force = true
           )
         })
       }
@@ -90,6 +136,9 @@ fun LlmChatScreen(
         )
       }
     },
+    onResetSessionClicked = { model ->
+      viewModel.resetSession(model = model)
+    },
     showStopButtonInInputWhenInProgress = true,
     onStopButtonClicked = { model ->
       viewModel.stopResponse(model = model)
@@ -98,4 +147,3 @@ fun LlmChatScreen(
     modifier = modifier,
   )
 }
-

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmchat/LlmChatViewModel.kt

@@ -16,18 +16,23 @@
 
 package com.google.aiedge.gallery.ui.llmchat
 
+import android.content.Context
+import android.graphics.Bitmap
 import android.util.Log
 import androidx.lifecycle.viewModelScope
 import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.data.TASK_LLM_CHAT
+import com.google.aiedge.gallery.data.TASK_LLM_IMAGE_TO_TEXT
+import com.google.aiedge.gallery.data.Task
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageBenchmarkLlmResult
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageLoading
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageText
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageType
+import com.google.aiedge.gallery.ui.common.chat.ChatMessageWarning
 import com.google.aiedge.gallery.ui.common.chat.ChatSide
 import com.google.aiedge.gallery.ui.common.chat.ChatViewModel
 import com.google.aiedge.gallery.ui.common.chat.Stat
-import kotlinx.coroutines.CoroutineExceptionHandler
+import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.delay
 import kotlinx.coroutines.launch
@@ -40,8 +45,8 @@ private val STATS = listOf(
   Stat(id = "latency", label = "Latency", unit = "sec")
 )
 
-class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
+open class LlmChatViewModel(curTask: Task = TASK_LLM_CHAT) : ChatViewModel(task = curTask) {
-  fun generateResponse(model: Model, input: String, onError: () -> Unit) {
+  fun generateResponse(model: Model, input: String, image: Bitmap? = null, onError: () -> Unit) {
     viewModelScope.launch(Dispatchers.Default) {
       setInProgress(true)
 
@@ -58,7 +63,10 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
 
       // Run inference.
       val instance = model.instance as LlmModelInstance
-      val prefillTokens = instance.session.sizeInTokens(input)
+      var prefillTokens = instance.session.sizeInTokens(input)
+      if (image != null) {
+        prefillTokens += 257
+      }
 
       var firstRun = true
       var timeToFirstToken = 0f
@@ -69,9 +77,9 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
       val start = System.currentTimeMillis()
 
       try {
-        LlmChatModelHelper.runInference(
+        LlmChatModelHelper.runInference(model = model,
-          model = model,
           input = input,
+          image = image,
           resultListener = { partialResult, done ->
             val curTs = System.currentTimeMillis()
 
@@ -92,32 +100,27 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
 
               // Add an empty message that will receive streaming results.
               addMessage(
-                model = model,
+                model = model, message = ChatMessageText(content = "", side = ChatSide.AGENT)
-                message = ChatMessageText(content = "", side = ChatSide.AGENT)
               )
             }
 
             // Incrementally update the streamed partial results.
             val latencyMs: Long = if (done) System.currentTimeMillis() - start else -1
             updateLastTextMessageContentIncrementally(
-              model = model,
+              model = model, partialContent = partialResult, latencyMs = latencyMs.toFloat()
-              partialContent = partialResult,
-              latencyMs = latencyMs.toFloat()
             )
 
             if (done) {
               setInProgress(false)
 
-              decodeSpeed =
+              decodeSpeed = decodeTokens / ((curTs - firstTokenTs) / 1000f)
-                decodeTokens / ((curTs - firstTokenTs) / 1000f)
               if (decodeSpeed.isNaN()) {
                 decodeSpeed = 0f
               }
 
               if (lastMessage is ChatMessageText) {
                 updateLastTextMessageLlmBenchmarkResult(
-                  model = model, llmBenchmarkResult =
+                  model = model, llmBenchmarkResult = ChatMessageBenchmarkLlmResult(
-                  ChatMessageBenchmarkLlmResult(
                     orderedStats = STATS,
                     statValues = mutableMapOf(
                       "prefill_speed" to prefillSpeed,
@@ -131,10 +134,12 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
                 )
               }
             }
-          }, cleanUpListener = {
+          },
+          cleanUpListener = {
             setInProgress(false)
           })
       } catch (e: Exception) {
+        Log.e(TAG, "Error occurred while running inference", e)
         setInProgress(false)
         onError()
       }
@@ -143,6 +148,9 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
 
   fun stopResponse(model: Model) {
     Log.d(TAG, "Stopping response for model ${model.name}...")
+    if (getLastMessage(model = model) is ChatMessageLoading) {
+      removeLastMessage(model = model)
+    }
     viewModelScope.launch(Dispatchers.Default) {
       setInProgress(false)
       val instance = model.instance as LlmModelInstance
@@ -150,6 +158,25 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
     }
   }
 
+  fun resetSession(model: Model) {
+    viewModelScope.launch(Dispatchers.Default) {
+      setIsResettingSession(true)
+      clearAllMessages(model = model)
+      stopResponse(model = model)
+
+      while (true) {
+        try {
+          LlmChatModelHelper.resetSession(model = model)
+          break
+        } catch (e: Exception) {
+          Log.d(TAG, "Failed to reset session. Trying again")
+        }
+        delay(200)
+      }
+      setIsResettingSession(false)
+    }
+  }
+
   fun runAgain(model: Model, message: ChatMessageText, onError: () -> Unit) {
     viewModelScope.launch(Dispatchers.Default) {
       // Wait for model to be initialized.
@@ -162,9 +189,7 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
 
       // Run inference.
       generateResponse(
-        model = model,
+        model = model, input = message.content, onError = onError
-        input = message.content,
-        onError = onError
       )
     }
   }
@@ -199,8 +224,7 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
       var decodeSpeed: Float
       val start = System.currentTimeMillis()
       var lastUpdateTime = 0L
-      LlmChatModelHelper.runInference(
+      LlmChatModelHelper.runInference(model = model,
-        model = model,
         input = message.content,
         resultListener = { partialResult, done ->
           val curTs = System.currentTimeMillis()
@@ -232,14 +256,12 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
           result.append(partialResult)
 
           if (curTs - lastUpdateTime > 500 || done) {
-            decodeSpeed =
+            decodeSpeed = decodeTokens / ((curTs - firstTokenTs) / 1000f)
-              decodeTokens / ((curTs - firstTokenTs) / 1000f)
             if (decodeSpeed.isNaN()) {
               decodeSpeed = 0f
             }
             replaceLastMessage(
-              model = model,
+              model = model, message = ChatMessageBenchmarkLlmResult(
-              message = ChatMessageBenchmarkLlmResult(
                 orderedStats = STATS,
                 statValues = mutableMapOf(
                   "prefill_speed" to prefillSpeed,
@@ -249,8 +271,7 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
                 ),
                 running = !done,
                 latencyMs = -1f,
-              ),
+              ), type = ChatMessageType.BENCHMARK_LLM_RESULT
-              type = ChatMessageType.BENCHMARK_LLM_RESULT
             )
             lastUpdateTime = curTs
 
@@ -261,9 +282,53 @@ class LlmChatViewModel : ChatViewModel(task = TASK_LLM_CHAT) {
         },
         cleanUpListener = {
           setInProgress(false)
-        }
+        })
-      )
-    }
     }
   }
 
+  fun handleError(
+    context: Context,
+    model: Model,
+    modelManagerViewModel: ModelManagerViewModel,
+    triggeredMessage: ChatMessageText,
+  ) {
+    // Clean up.
+    modelManagerViewModel.cleanupModel(task = task, model = model)
+
+    // Remove the "loading" message.
+    if (getLastMessage(model = model) is ChatMessageLoading) {
+      removeLastMessage(model = model)
+    }
+
+    // Remove the last Text message.
+    if (getLastMessage(model = model) == triggeredMessage) {
+      removeLastMessage(model = model)
+    }
+
+    // Add a warning message for re-initializing the session.
+    addMessage(
+      model = model,
+      message = ChatMessageWarning(content = "Error occurred. Re-initializing the session.")
+    )
+
+    // Add the triggered message back.
+    addMessage(model = model, message = triggeredMessage)
+
+    // Re-initialize the session/engine.
+    modelManagerViewModel.initializeModel(
+      context = context, task = task, model = model
+    )
+
+    // Re-generate the response automatically.
+    generateResponse(model = model, input = triggeredMessage.content, onError = {
+      handleError(
+        context = context,
+        model = model,
+        modelManagerViewModel = modelManagerViewModel,
+        triggeredMessage = triggeredMessage
+      )
+    })
+  }
+}
+
+class LlmImageToTextViewModel : LlmChatViewModel(curTask = TASK_LLM_IMAGE_TO_TEXT)

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmsingleturn/LlmSingleTurnScreen.kt

@@ -155,9 +155,14 @@ fun LlmSingleTurnScreen(
             PromptTemplatesPanel(
               model = selectedModel,
               viewModel = viewModel,
+              modelManagerViewModel = modelManagerViewModel,
               onSend = { fullPrompt ->
                 viewModel.generateResponse(model = selectedModel, input = fullPrompt)
-              }, modifier = Modifier.fillMaxSize()
+              },
+              onStopButtonClicked = { model ->
+                viewModel.stopResponse(model = model)
+              },
+              modifier = Modifier.fillMaxSize()
             )
           },
           bottomView = {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmsingleturn/LlmSingleTurnViewModel.kt

@@ -23,6 +23,7 @@ import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.data.TASK_LLM_USECASES
 import com.google.aiedge.gallery.data.Task
 import com.google.aiedge.gallery.ui.common.chat.ChatMessageBenchmarkLlmResult
+import com.google.aiedge.gallery.ui.common.chat.ChatMessageLoading
 import com.google.aiedge.gallery.ui.common.chat.Stat
 import com.google.aiedge.gallery.ui.common.processLlmResponse
 import com.google.aiedge.gallery.ui.llmchat.LlmChatModelHelper
@@ -194,6 +195,15 @@ open class LlmSingleTurnViewModel(val task: Task = TASK_LLM_USECASES) : ViewMode
     }
   }
 
+  fun stopResponse(model: Model) {
+    Log.d(TAG, "Stopping response for model ${model.name}...")
+    viewModelScope.launch(Dispatchers.Default) {
+      setInProgress(false)
+      val instance = model.instance as LlmModelInstance
+      instance.session.cancelGenerateResponseAsync()
+    }
+  }
+
   private fun createUiState(task: Task): LlmSingleTurnUiState {
     val responsesByModel: MutableMap<String, Map<String, String>> = mutableMapOf()
     val benchmarkByModel: MutableMap<String, Map<String, ChatMessageBenchmarkLlmResult>> =

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/llmsingleturn/PromptTemplatesPanel.kt

@@ -43,11 +43,13 @@ import androidx.compose.material.icons.outlined.Description
 import androidx.compose.material.icons.outlined.ExpandLess
 import androidx.compose.material.icons.outlined.ExpandMore
 import androidx.compose.material.icons.rounded.Add
+import androidx.compose.material.icons.rounded.Stop
 import androidx.compose.material.icons.rounded.Visibility
 import androidx.compose.material.icons.rounded.VisibilityOff
 import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.FilterChipDefaults
 import androidx.compose.material3.Icon
+import androidx.compose.material3.IconButton
 import androidx.compose.material3.IconButtonDefaults
 import androidx.compose.material3.MaterialTheme
 import androidx.compose.material3.ModalBottomSheet
@@ -86,9 +88,11 @@ import androidx.compose.ui.unit.dp
 import com.google.aiedge.gallery.R
 import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.ui.common.chat.MessageBubbleShape
+import com.google.aiedge.gallery.ui.modelmanager.ModelInitializationStatusType
+import com.google.aiedge.gallery.ui.modelmanager.ModelManagerViewModel
 import com.google.aiedge.gallery.ui.theme.customColors
-import kotlinx.coroutines.launch
 import kotlinx.coroutines.delay
+import kotlinx.coroutines.launch
 
 private val promptTemplateTypes: List<PromptTemplateType> = PromptTemplateType.entries
 private val TAB_TITLES = PromptTemplateType.entries.map { it.label }
@@ -101,11 +105,14 @@ const val FULL_PROMPT_SWITCH_KEY = "full_prompt"
 fun PromptTemplatesPanel(
   model: Model,
   viewModel: LlmSingleTurnViewModel,
+  modelManagerViewModel: ModelManagerViewModel,
   onSend: (fullPrompt: String) -> Unit,
+  onStopButtonClicked: (Model) -> Unit,
   modifier: Modifier = Modifier
 ) {
   val scope = rememberCoroutineScope()
   val uiState by viewModel.uiState.collectAsState()
+  val modelManagerUiState by modelManagerViewModel.uiState.collectAsState()
   val selectedPromptTemplateType = uiState.selectedPromptTemplateType
   val inProgress = uiState.inProgress
   var selectedTabIndex by remember { mutableIntStateOf(0) }
@@ -123,6 +130,8 @@ fun PromptTemplatesPanel(
   val focusManager = LocalFocusManager.current
   val interactionSource = remember { MutableInteractionSource() }
   val expandedStates = remember { mutableStateMapOf<String, Boolean>() }
+  val modelInitializationStatus =
+    modelManagerUiState.modelInitializationStatus[model.name]
 
   // Update input editor values when prompt template changes.
   LaunchedEffect(selectedPromptTemplateType) {
@@ -328,6 +337,25 @@ fun PromptTemplatesPanel(
             )
           }
 
+          val modelInitializing =
+            modelInitializationStatus?.status == ModelInitializationStatusType.INITIALIZING
+          if (inProgress && !modelInitializing) {
+            IconButton(
+              onClick = {
+                onStopButtonClicked(model)
+              },
+              colors = IconButtonDefaults.iconButtonColors(
+                containerColor = MaterialTheme.colorScheme.secondaryContainer,
+              ),
+              modifier = Modifier.size(ICON_BUTTON_SIZE)
+            ) {
+              Icon(
+                Icons.Rounded.Stop,
+                contentDescription = "",
+                tint = MaterialTheme.colorScheme.primary
+              )
+            }
+          } else {
             // Send button
             OutlinedIconButton(
               enabled = !inProgress && curTextInputContent.isNotEmpty(),
@@ -356,6 +384,7 @@ fun PromptTemplatesPanel(
         }
       }
     }
+  }
 
   if (showExamplePromptBottomSheet) {
     ModalBottomSheet(

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/modelmanager/ModelManager.kt

@@ -21,6 +21,10 @@ import androidx.compose.foundation.layout.fillMaxSize
 import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.Scaffold
 import androidx.compose.runtime.Composable
+import androidx.compose.runtime.LaunchedEffect
+import androidx.compose.runtime.derivedStateOf
+import androidx.compose.runtime.getValue
+import androidx.compose.runtime.remember
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.platform.LocalContext
 import androidx.compose.ui.tooling.preview.Preview
@@ -48,6 +52,24 @@ fun ModelManager(
   if (task.models.size != 1) {
     title += "s"
   }
+  // Model count.
+  val modelCount by remember {
+    derivedStateOf {
+      val trigger = task.updateTrigger.value
+      if (trigger >= 0) {
+        task.models.size
+      } else {
+        -1
+      }
+    }
+  }
+
+  // Navigate up when there are no models left.
+  LaunchedEffect(modelCount) {
+    if (modelCount == 0) {
+      navigateUp()
+    }
+  }
 
   // Handle system's edge swipe.
   BackHandler {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/modelmanager/ModelManagerViewModel.kt

@@ -38,6 +38,7 @@ import com.google.aiedge.gallery.data.ModelDownloadStatus
 import com.google.aiedge.gallery.data.ModelDownloadStatusType
 import com.google.aiedge.gallery.data.TASKS
 import com.google.aiedge.gallery.data.TASK_LLM_CHAT
+import com.google.aiedge.gallery.data.TASK_LLM_IMAGE_TO_TEXT
 import com.google.aiedge.gallery.data.TASK_LLM_USECASES
 import com.google.aiedge.gallery.data.Task
 import com.google.aiedge.gallery.data.TaskType
@@ -58,6 +59,7 @@ import kotlinx.coroutines.flow.asStateFlow
 import kotlinx.coroutines.flow.update
 import kotlinx.coroutines.launch
 import kotlinx.coroutines.withContext
+import kotlinx.serialization.ExperimentalSerializationApi
 import kotlinx.serialization.json.Json
 import net.openid.appauth.AuthorizationException
 import net.openid.appauth.AuthorizationRequest
@@ -229,7 +231,10 @@ open class ModelManagerViewModel(
       }
       dataStoreRepository.saveImportedModels(importedModels = importedModels)
     }
-    val newUiState = uiState.value.copy(modelDownloadStatus = curModelDownloadStatus)
+    val newUiState = uiState.value.copy(
+      modelDownloadStatus = curModelDownloadStatus,
+      tasks = uiState.value.tasks.toList()
+    )
     _uiState.update { newUiState }
   }
 
@@ -312,6 +317,12 @@ open class ModelManagerViewModel(
           onDone = onDone,
         )
 
+        TaskType.LLM_IMAGE_TO_TEXT -> LlmChatModelHelper.initialize(
+          context = context,
+          model = model,
+          onDone = onDone,
+        )
+
         TaskType.IMAGE_GENERATION -> ImageGenerationModelHelper.initialize(
           context = context, model = model, onDone = onDone
         )
@@ -331,6 +342,7 @@ open class ModelManagerViewModel(
         TaskType.IMAGE_CLASSIFICATION -> ImageClassificationModelHelper.cleanUp(model = model)
         TaskType.LLM_CHAT -> LlmChatModelHelper.cleanUp(model = model)
         TaskType.LLM_USECASES -> LlmChatModelHelper.cleanUp(model = model)
+        TaskType.LLM_IMAGE_TO_TEXT -> LlmChatModelHelper.cleanUp(model = model)
         TaskType.IMAGE_GENERATION -> ImageGenerationModelHelper.cleanUp(model = model)
         TaskType.TEST_TASK_1 -> {}
         TaskType.TEST_TASK_2 -> {}
@@ -434,14 +446,16 @@ open class ModelManagerViewModel(
     // Create model.
     val model = createModelFromImportedModelInfo(info = info)
 
+    for (task in listOf(TASK_LLM_CHAT, TASK_LLM_USECASES, TASK_LLM_IMAGE_TO_TEXT)) {
       // Remove duplicated imported model if existed.
-    for (task in listOf(TASK_LLM_CHAT, TASK_LLM_USECASES)) {
       val modelIndex = task.models.indexOfFirst { info.fileName == it.name && it.imported }
       if (modelIndex >= 0) {
         Log.d(TAG, "duplicated imported model found in task. Removing it first")
         task.models.removeAt(modelIndex)
       }
+      if (task == TASK_LLM_IMAGE_TO_TEXT && model.llmSupportImage || task != TASK_LLM_IMAGE_TO_TEXT) {
         task.models.add(model)
+      }
       task.updateTrigger.value = System.currentTimeMillis()
     }
 
@@ -632,8 +646,7 @@ open class ModelManagerViewModel(
   fun loadModelAllowlist() {
     _uiState.update {
       uiState.value.copy(
-        loadingModelAllowlist = true,
+        loadingModelAllowlist = true, loadingModelAllowlistError = ""
-        loadingModelAllowlistError = ""
       )
     }
 
@@ -663,6 +676,9 @@ open class ModelManagerViewModel(
           if (allowedModel.taskTypes.contains(TASK_LLM_USECASES.type.id)) {
             TASK_LLM_USECASES.models.add(model)
           }
+          if (allowedModel.taskTypes.contains(TASK_LLM_IMAGE_TO_TEXT.type.id)) {
+            TASK_LLM_IMAGE_TO_TEXT.models.add(model)
+          }
         }
 
         // Pre-process all tasks.
@@ -717,6 +733,9 @@ open class ModelManagerViewModel(
       // Add to task.
       TASK_LLM_CHAT.models.add(model)
       TASK_LLM_USECASES.models.add(model)
+      if (model.llmSupportImage) {
+        TASK_LLM_IMAGE_TO_TEXT.models.add(model)
+      }
 
       // Update status.
       modelDownloadStatus[model.name] = ModelDownloadStatus(
@@ -731,7 +750,7 @@ open class ModelManagerViewModel(
 
     Log.d(TAG, "model download status: $modelDownloadStatus")
     return ModelManagerUiState(
-      tasks = TASKS,
+      tasks = TASKS.toList(),
       modelDownloadStatus = modelDownloadStatus,
       modelInitializationStatus = modelInstances,
       textInputHistory = textInputHistory,
@@ -763,6 +782,9 @@ open class ModelManagerViewModel(
       ) as Float,
       accelerators = accelerators,
     )
+    val llmSupportImage = convertValueToTargetType(
+      info.defaultValues[ConfigKey.SUPPORT_IMAGE.label] ?: false, ValueType.BOOLEAN
+    ) as Boolean
     val model = Model(
       name = info.fileName,
       url = "",
@@ -770,7 +792,9 @@ open class ModelManagerViewModel(
       sizeInBytes = info.fileSize,
       downloadFileName = "$IMPORTS_DIR/${info.fileName}",
       showBenchmarkButton = false,
+      showRunAgainButton = false,
       imported = true,
+      llmSupportImage = llmSupportImage,
     )
     model.preProcess()
 
@@ -803,6 +827,7 @@ open class ModelManagerViewModel(
     )
   }
 
+  @OptIn(ExperimentalSerializationApi::class)
   private inline fun <reified T> getJsonResponse(url: String): T? {
     try {
       val connection = URL(url).openConnection() as HttpURLConnection
@@ -815,7 +840,12 @@ open class ModelManagerViewModel(
         val response = inputStream.bufferedReader().use { it.readText() }
 
         // Parse JSON using kotlinx.serialization
-        val json = Json { ignoreUnknownKeys = true } // Handle potential extra fields
+        val json = Json {
+          // Handle potential extra fields
+          ignoreUnknownKeys = true
+          allowComments = true
+          allowTrailingComma = true
+        }
         val jsonObj = json.decodeFromString<T>(response)
         return jsonObj
       } else {

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/navigation/GalleryNavGraph.kt

@@ -46,6 +46,7 @@ import com.google.aiedge.gallery.data.Model
 import com.google.aiedge.gallery.data.TASK_IMAGE_CLASSIFICATION
 import com.google.aiedge.gallery.data.TASK_IMAGE_GENERATION
 import com.google.aiedge.gallery.data.TASK_LLM_CHAT
+import com.google.aiedge.gallery.data.TASK_LLM_IMAGE_TO_TEXT
 import com.google.aiedge.gallery.data.TASK_LLM_USECASES
 import com.google.aiedge.gallery.data.TASK_TEXT_CLASSIFICATION
 import com.google.aiedge.gallery.data.Task
@@ -59,6 +60,8 @@ import com.google.aiedge.gallery.ui.imagegeneration.ImageGenerationDestination
 import com.google.aiedge.gallery.ui.imagegeneration.ImageGenerationScreen
 import com.google.aiedge.gallery.ui.llmchat.LlmChatDestination
 import com.google.aiedge.gallery.ui.llmchat.LlmChatScreen
+import com.google.aiedge.gallery.ui.llmchat.LlmImageToTextDestination
+import com.google.aiedge.gallery.ui.llmchat.LlmImageToTextScreen
 import com.google.aiedge.gallery.ui.llmsingleturn.LlmSingleTurnDestination
 import com.google.aiedge.gallery.ui.llmsingleturn.LlmSingleTurnScreen
 import com.google.aiedge.gallery.ui.modelmanager.ModelManager
@@ -129,8 +132,7 @@ fun GalleryNavHost(
   ) {
     val curPickedTask = pickedTask
     if (curPickedTask != null) {
-      ModelManager(
+      ModelManager(viewModel = modelManagerViewModel,
-        viewModel = modelManagerViewModel,
         task = curPickedTask,
         onModelClicked = { model ->
           navigateToTaskScreen(
@@ -207,7 +209,7 @@ fun GalleryNavHost(
       }
     }
 
-    // LLMm chat demos.
+    // LLM chat demos.
     composable(
       route = "${LlmChatDestination.route}/{modelName}",
       arguments = listOf(navArgument("modelName") { type = NavType.StringType }),
@@ -224,7 +226,7 @@ fun GalleryNavHost(
       }
     }
 
-    // LLMm single turn.
+    // LLM single turn.
     composable(
       route = "${LlmSingleTurnDestination.route}/{modelName}",
       arguments = listOf(navArgument("modelName") { type = NavType.StringType }),
@@ -241,6 +243,22 @@ fun GalleryNavHost(
       }
     }
 
+    // LLM image to text.
+    composable(
+      route = "${LlmImageToTextDestination.route}/{modelName}",
+      arguments = listOf(navArgument("modelName") { type = NavType.StringType }),
+      enterTransition = { slideEnter() },
+      exitTransition = { slideExit() },
+    ) {
+      getModelFromNavigationParam(it, TASK_LLM_IMAGE_TO_TEXT)?.let { defaultModel ->
+        modelManagerViewModel.selectModel(defaultModel)
+
+        LlmImageToTextScreen(
+          modelManagerViewModel = modelManagerViewModel,
+          navigateUp = { navController.navigateUp() },
+        )
+      }
+    }
   }
 
   // Handle incoming intents for deep links
@@ -254,9 +272,7 @@ fun GalleryNavHost(
       getModelByName(modelName)?.let { model ->
         // TODO(jingjin): need to show a list of possible tasks for this model.
         navigateToTaskScreen(
-          navController = navController,
+          navController = navController, taskType = TaskType.LLM_CHAT, model = model
-          taskType = TaskType.LLM_CHAT,
-          model = model
         )
       }
     }
@@ -271,6 +287,7 @@ fun navigateToTaskScreen(
     TaskType.TEXT_CLASSIFICATION -> navController.navigate("${TextClassificationDestination.route}/${modelName}")
     TaskType.IMAGE_CLASSIFICATION -> navController.navigate("${ImageClassificationDestination.route}/${modelName}")
     TaskType.LLM_CHAT -> navController.navigate("${LlmChatDestination.route}/${modelName}")
+    TaskType.LLM_IMAGE_TO_TEXT -> navController.navigate("${LlmImageToTextDestination.route}/${modelName}")
     TaskType.LLM_USECASES -> navController.navigate("${LlmSingleTurnDestination.route}/${modelName}")
     TaskType.IMAGE_GENERATION -> navController.navigate("${ImageGenerationDestination.route}/${modelName}")
     TaskType.TEST_TASK_1 -> {}

Android/src/app/src/main/java/com/google/aiedge/gallery/ui/textclassification/TextClassificationScreen.kt

@@ -44,7 +44,8 @@ fun TextClassificationScreen(
     task = viewModel.task,
     viewModel = viewModel,
     modelManagerViewModel = modelManagerViewModel,
-    onSendMessage = { model, message ->
+    onSendMessage = { model, messages ->
+      val message = messages[0]
       viewModel.addMessage(
         model = model,
         message = message,

Android/src/gradle/libs.versions.toml

@@ -7,7 +7,7 @@ junitVersion = "1.2.1"
 espressoCore = "3.6.1"
 lifecycleRuntimeKtx = "2.8.7"
 activityCompose = "1.10.1"
-composeBom = "2025.03.01"
+composeBom = "2025.05.00"
 navigation = "2.8.9"
 serializationPlugin = "2.0.21"
 serializationJson = "1.7.3"