diff --git a/app-release-signed.apk b/app-release-signed.apk
index 6a0b469..d8fc4ef 100644
Binary files a/app-release-signed.apk and b/app-release-signed.apk differ
diff --git a/app/build.gradle.kts b/app/build.gradle.kts
index 31b2915..6732d49 100644
--- a/app/build.gradle.kts
+++ b/app/build.gradle.kts
@@ -1,5 +1,4 @@
 
-
 plugins {
     id("com.android.application")
     id("org.jetbrains.kotlin.android")
@@ -91,5 +90,10 @@ dependencies {
     implementation("com.google.ai.client.generativeai:generativeai:0.9.0")
     implementation("org.jetbrains.kotlinx:kotlinx-serialization-json:1.6.0")
     implementation("androidx.localbroadcastmanager:localbroadcastmanager:1.1.0")
-}
 
+    // MediaPipe GenAI for offline inference (LLM)
+    implementation("com.google.mediapipe:tasks-genai:0.10.20")
+
+    // Camera Core to potentially fix missing JNI lib issue
+    implementation("androidx.camera:camera-core:1.4.0")
+}
diff --git a/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt b/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt
index cc9628b..99070a0 100644
--- a/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt
+++ b/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt
@@ -17,7 +17,13 @@ enum class ApiProvider {
     CEREBRAS
 }
 
-enum class ModelOption(val displayName: String, val modelName: String, val apiProvider: ApiProvider = ApiProvider.GOOGLE) {
+enum class ModelOption(
+    val displayName: String,
+    val modelName: String,
+    val apiProvider: ApiProvider = ApiProvider.GOOGLE,
+    val downloadUrl: String? = null,
+    val size: String? = null
+) {
     GPT_5_1_CODEX_MAX("GPT-5.1 Codex Max (Vercel)", "openai/gpt-5.1-codex-max", ApiProvider.VERCEL),
     GPT_5_1_CODEX_MINI("GPT-5.1 Codex Mini (Vercel)", "openai/gpt-5.1-codex-mini", ApiProvider.VERCEL),
     GPT_5_NANO("GPT-5 Nano (Vercel)", "openai/gpt-5-nano", ApiProvider.VERCEL),
@@ -30,7 +36,13 @@ enum class ModelOption(val displayName: String, val modelName: String, val apiPr
     GEMINI_FLASH("Gemini 2.0 Flash", "gemini-2.0-flash"),
     GEMINI_FLASH_LITE("Gemini 2.0 Flash Lite", "gemini-2.0-flash-lite"),
     GEMMA_3_27B_IT("Gemma 3 27B IT", "gemma-3-27b-it"),
-    GEMMA_3N_E4B_IT("Gemma 3n E4B it (online)", "gemma-3n-e4b-it")
+    GEMMA_3N_E4B_IT(
+        "Gemma 3n E4B it (offline)",
+        "gemma-3n-e4b-it",
+        ApiProvider.GOOGLE,
+        "https://huggingface.co/na5h13/gemma-3n-E4B-it-litert-lm/resolve/main/gemma-3n-E4B-it-int4.litertlm?download=true",
+        "4.92 GB"
+    )
 }
 
 val GenerativeViewModelFactory = object : ViewModelProvider.Factory {
@@ -73,6 +85,7 @@ val GenerativeViewModelFactory = object : ViewModelProvider.Factory {
                         )
                         
                         val viewModel = PhotoReasoningViewModel(
+                            application,
                             fallbackModel, 
                             currentModel.modelName, 
                             liveApiManager
@@ -88,6 +101,7 @@ val GenerativeViewModelFactory = object : ViewModelProvider.Factory {
                             generationConfig = config
                         )
                         PhotoReasoningViewModel(
+                            application,
                             generativeModel, 
                             currentModel.modelName,
                             null // No LiveApiManager for regular models
diff --git a/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt b/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt
index 9d77d78..d3ce646 100644
--- a/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt
+++ b/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt
@@ -381,12 +381,8 @@ class MainActivity : ComponentActivity() {
 
         apiKeyManager = ApiKeyManager.getInstance(this)
         Log.d(TAG, "onCreate: ApiKeyManager initialized.")
-        if (apiKeyManager.getApiKeys(ApiProvider.GOOGLE).isEmpty() && apiKeyManager.getApiKeys(ApiProvider.CEREBRAS).isEmpty()) {
-             showApiKeyDialog = true
-             Log.d(TAG, "onCreate: No API key found, showApiKeyDialog set to true.")
-        } else {
-             Log.d(TAG, "onCreate: API key found.")
-        }
+        // API key dialog logic removed from onCreate as requested.
+        // It will be triggered when needed (e.g., when the user tries to use an online model).
 
         // Log.d(TAG, "onCreate: Calling checkAndRequestPermissions.") // Deleted
         // checkAndRequestPermissions() // Deleted
diff --git a/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt b/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt
index d31154e..507eaba 100644
--- a/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt
+++ b/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt
@@ -41,6 +41,10 @@ import android.Manifest // For Manifest.permission.POST_NOTIFICATIONS
 import androidx.compose.material3.AlertDialog // For the rationale dialog
 import androidx.compose.runtime.saveable.rememberSaveable
 import android.util.Log
+import android.os.Environment
+import android.os.StatFs
+import com.google.ai.sample.feature.multimodal.ModelDownloadManager
+import java.io.File
 
 data class MenuItem(
     val routeId: String,
@@ -67,6 +71,8 @@ fun MenuScreen(
     val currentModel = GenerativeAiViewModelFactory.getCurrentModel()
     var selectedModel by remember { mutableStateOf(currentModel) }
     var expanded by remember { mutableStateOf(false) }
+    var showDownloadDialog by remember { mutableStateOf(false) }
+    var downloadDialogModel by remember { mutableStateOf<ModelOption?>(null) }
 
     Column(
         modifier = Modifier
@@ -152,11 +158,24 @@ fun MenuScreen(
 
                                 orderedModels.forEach { modelOption ->
                                     DropdownMenuItem(
-                                        text = { Text(modelOption.displayName) },
+                                        text = {
+                                            Text(modelOption.displayName + (modelOption.size?.let { " - $it" } ?: ""))
+                                        },
                                         onClick = {
-                                            selectedModel = modelOption
-                                            GenerativeAiViewModelFactory.setModel(modelOption)
                                             expanded = false
+                                            if (modelOption == ModelOption.GEMMA_3N_E4B_IT) {
+                                                val isDownloaded = ModelDownloadManager.isModelDownloaded(context)
+                                                if (!isDownloaded) {
+                                                    downloadDialogModel = modelOption
+                                                    showDownloadDialog = true
+                                                } else {
+                                                    selectedModel = modelOption
+                                                    GenerativeAiViewModelFactory.setModel(modelOption)
+                                                }
+                                            } else {
+                                                selectedModel = modelOption
+                                                GenerativeAiViewModelFactory.setModel(modelOption)
+                                            }
                                         },
                                         enabled = true // Always enabled
                                     )
@@ -195,6 +214,19 @@ fun MenuScreen(
                                 } else {
                                     if (menuItem.routeId == "photo_reasoning") {
                                         val mainActivity = context as? MainActivity
+                                        val currentModel = GenerativeAiViewModelFactory.getCurrentModel()
+                                        // Check API Key for online models
+                                        if (currentModel.apiProvider != ApiProvider.GOOGLE || !currentModel.modelName.contains("litert")) { // Simple check, refine if needed. Actually offline model has specific Enum
+                                             if (currentModel != ModelOption.GEMMA_3N_E4B_IT) {
+                                                 val apiKey = mainActivity?.getCurrentApiKey(currentModel.apiProvider)
+                                                 if (apiKey.isNullOrEmpty()) {
+                                                     // Show API Key Dialog
+                                                     onApiKeyButtonClicked() // Or a specific callback to show dialog
+                                                     return@TextButton
+                                                 }
+                                             }
+                                        }
+
                                         if (mainActivity != null) { // Ensure mainActivity is not null
                                             if (!mainActivity.isNotificationPermissionGranted()) {
                                                 Log.d("MenuScreen", "Notification permission NOT granted.")
@@ -351,6 +383,41 @@ GPT-5 nano Input: $0.05/M Output: $0.40/M
             }
         )
     }
+
+    if (showDownloadDialog && downloadDialogModel != null) {
+        val context = LocalContext.current
+        val statFs = StatFs(Environment.getExternalStorageDirectory().path)
+        val bytesAvailable = statFs.availableBlocksLong * statFs.blockSizeLong
+        val gbAvailable = bytesAvailable.toDouble() / (1024 * 1024 * 1024)
+        val formattedGbAvailable = String.format("%.2f", gbAvailable)
+
+        AlertDialog(
+            onDismissRequest = { showDownloadDialog = false },
+            title = { Text("Download Model? (4.92 GB)") },
+            text = { Text("Should the Gemma 3n E4B be downloaded?\n\n$formattedGbAvailable GB of storage available.") },
+            confirmButton = {
+                TextButton(
+                    onClick = {
+                        showDownloadDialog = false
+                        downloadDialogModel?.downloadUrl?.let { url ->
+                            ModelDownloadManager.downloadModel(context, url)
+                            // We set the model, but the user will have to wait for download
+                            selectedModel = downloadDialogModel!!
+                            GenerativeAiViewModelFactory.setModel(downloadDialogModel!!)
+                        }
+                    }
+                ) { Text("OK") }
+            },
+            dismissButton = {
+                TextButton(
+                    onClick = {
+                        showDownloadDialog = false
+                        // Do not change model
+                    }
+                ) { Text("ABORT") }
+            }
+        )
+    }
 }
 
 @Preview(showSystemUi = true)
diff --git a/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/ModelDownloadManager.kt b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/ModelDownloadManager.kt
new file mode 100644
index 0000000..a66b9e0
--- /dev/null
+++ b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/ModelDownloadManager.kt
@@ -0,0 +1,82 @@
+package com.google.ai.sample.feature.multimodal
+
+import android.app.DownloadManager
+import android.content.BroadcastReceiver
+import android.content.Context
+import android.content.Intent
+import android.content.IntentFilter
+import android.database.Cursor
+import android.net.Uri
+import android.util.Log
+import android.widget.Toast
+import java.io.File
+
+object ModelDownloadManager {
+    private const val TAG = "ModelDownloadManager"
+    const val MODEL_FILENAME = "gemma-3n-e4b-it-int4.litertlm"
+    private var downloadId: Long = -1
+
+    fun isModelDownloaded(context: Context): Boolean {
+        val file = getModelFile(context)
+        return file != null && file.exists() && file.length() > 0
+    }
+
+    fun getModelFile(context: Context): File? {
+        val externalFilesDir = context.getExternalFilesDir(null)
+        return if (externalFilesDir != null) {
+            File(externalFilesDir, MODEL_FILENAME)
+        } else {
+            Log.e(TAG, "External files directory is not available.")
+            null
+        }
+    }
+
+    fun downloadModel(context: Context, url: String) {
+        if (isModelDownloaded(context)) {
+            Toast.makeText(context, "Model already downloaded.", Toast.LENGTH_SHORT).show()
+            return
+        }
+
+        val file = getModelFile(context)
+        if (file != null && file.exists()) {
+            file.delete() // Clean up partial or old file
+        }
+
+        try {
+            val request = DownloadManager.Request(Uri.parse(url))
+                .setTitle("Downloading Gemma Model")
+                .setDescription("Downloading offline AI model (4.92 GB)...")
+                .setNotificationVisibility(DownloadManager.Request.VISIBILITY_VISIBLE_NOTIFY_COMPLETED)
+                .setDestinationInExternalFilesDir(context, null, MODEL_FILENAME)
+                .setAllowedOverMetered(true)
+                .setAllowedOverRoaming(true)
+
+            val downloadManager = context.getSystemService(Context.DOWNLOAD_SERVICE) as? DownloadManager
+
+            if (downloadManager != null) {
+                downloadId = downloadManager.enqueue(request)
+                Toast.makeText(context, "Download started. Please do not pause the download, as it cannot be resumed.", Toast.LENGTH_LONG).show()
+                Log.d(TAG, "Download started with ID: $downloadId")
+            } else {
+                Log.e(TAG, "DownloadManager service not available.")
+                Toast.makeText(context, "Download service unavailable.", Toast.LENGTH_SHORT).show()
+            }
+        } catch (e: Exception) {
+            Log.e(TAG, "Error starting download: ${e.message}")
+            Toast.makeText(context, "Failed to start download.", Toast.LENGTH_SHORT).show()
+        }
+    }
+
+    fun cancelDownload(context: Context) {
+        if (downloadId != -1L) {
+            val downloadManager = context.getSystemService(Context.DOWNLOAD_SERVICE) as? DownloadManager
+            if (downloadManager != null) {
+                downloadManager.remove(downloadId)
+                downloadId = -1
+                Toast.makeText(context, "Download cancelled.", Toast.LENGTH_SHORT).show()
+            } else {
+                Log.e(TAG, "DownloadManager service not available for cancellation.")
+            }
+        }
+    }
+}
diff --git a/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt
index e12d751..91433e5 100644
--- a/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt
+++ b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt
@@ -102,6 +102,12 @@ import androidx.compose.ui.unit.sp
 import androidx.compose.ui.window.Dialog
 import androidx.compose.ui.window.DialogProperties
 import androidx.lifecycle.viewmodel.compose.viewModel
+import androidx.compose.foundation.Canvas
+import androidx.compose.runtime.derivedStateOf
+import androidx.compose.ui.geometry.CornerRadius
+import androidx.compose.ui.geometry.Offset
+import androidx.compose.ui.geometry.Size
+import androidx.compose.foundation.lazy.LazyListState
 import coil.ImageLoader
 import coil.compose.AsyncImage
 import coil.request.ImageRequest
@@ -155,6 +161,7 @@ internal fun PhotoReasoningRoute(
     val chatMessages by viewModel.chatMessagesFlow.collectAsState()
     val isInitialized by viewModel.isInitialized.collectAsState()
     val modelName by viewModel.modelNameState.collectAsState()
+    val userInput by viewModel.userInput.collectAsState()
 
     // Hoisted: var showNotificationRationaleDialog by rememberSaveable { mutableStateOf(false) }
     // This state will now be managed in PhotoReasoningRoute and passed down.
@@ -218,8 +225,11 @@ internal fun PhotoReasoningRoute(
         isAccessibilityServiceEnabled = isAccessibilityServiceEffectivelyEnabled,
         isMediaProjectionPermissionGranted = isMediaProjectionPermissionGranted,
         onEnableAccessibilityService = {
-            val intent = Intent(Settings.ACTION_ACCESSIBILITY_SETTINGS)
+            val intent = Settings.ACTION_ACCESSIBILITY_SETTINGS
             try {
+                // val intent = Intent(Settings.ACTION_ACCESSIBILITY_SETTINGS) // Corrected
+                // accessibilitySettingsLauncher.launch(intent) // Corrected below
+                val intent = Intent(Settings.ACTION_ACCESSIBILITY_SETTINGS)
                 accessibilitySettingsLauncher.launch(intent)
             } catch (e: Exception) {
                 Toast.makeText(context, "Error opening Accessibility Settings.", Toast.LENGTH_LONG).show()
@@ -233,7 +243,9 @@ internal fun PhotoReasoningRoute(
         // showNotificationRationaleDialog = showNotificationRationaleDialogStateInRoute, // Removed
         // onShowNotificationRationaleDialogChange = { showNotificationRationaleDialogStateInRoute = it }, // Removed
         isInitialized = isInitialized, // Pass the collected state
-        modelName = modelName
+        modelName = modelName,
+        userQuestion = userInput,
+        onUserQuestionChanged = { viewModel.updateUserInput(it) }
     )
 }
 
@@ -257,9 +269,10 @@ fun PhotoReasoningScreen(
     // showNotificationRationaleDialog: Boolean, // Removed
     // onShowNotificationRationaleDialogChange: (Boolean) -> Unit, // Removed
     isInitialized: Boolean = true, // Added parameter with default for preview
-    modelName: String = ""
+    modelName: String = "",
+    userQuestion: String = "",
+    onUserQuestionChanged: (String) -> Unit = {}
 ) {
-    var userQuestion by rememberSaveable { mutableStateOf("") }
     val imageUris = rememberSaveable(saver = UriSaver()) { mutableStateListOf() }
     var isSystemMessageFocused by rememberSaveable { mutableStateOf(false) }
     var showDatabaseListPopup by rememberSaveable { mutableStateOf(false) }
@@ -408,53 +421,59 @@ fun PhotoReasoningScreen(
             }
         }
 
-        LazyColumn(state = listState, modifier = Modifier.fillMaxWidth().weight(1f)) {
-            items(messages) { message ->
-                when (message.participant) {
-                    PhotoParticipant.USER -> UserChatBubble(message.text, message.isPending, message.imageUris)
-                    PhotoParticipant.MODEL -> ModelChatBubble(message.text, message.isPending)
-                    PhotoParticipant.ERROR -> ErrorChatBubble(message.text)
+        Box(modifier = Modifier.fillMaxWidth().weight(1f)) {
+            LazyColumn(state = listState, modifier = Modifier.fillMaxSize()) {
+                items(messages) { message ->
+                    when (message.participant) {
+                        PhotoParticipant.USER -> UserChatBubble(message.text, message.isPending, message.imageUris)
+                        PhotoParticipant.MODEL -> ModelChatBubble(message.text, message.isPending)
+                        PhotoParticipant.ERROR -> ErrorChatBubble(message.text)
+                    }
                 }
-            }
 
-            if (commandExecutionStatus.isNotEmpty()) {
-                item {
-                    Card(
-                        modifier = Modifier.fillMaxWidth().padding(vertical = 8.dp, horizontal = 8.dp).wrapContentHeight(),
-                        colors = CardDefaults.cardColors(containerColor = MaterialTheme.colorScheme.secondaryContainer)
-                    ) {
-                        Column(modifier = Modifier.padding(16.dp)) {
-                            Text("Command Status:", style = MaterialTheme.typography.titleMedium)
-                            Spacer(Modifier.height(4.dp))
-                            Text(commandExecutionStatus, color = MaterialTheme.colorScheme.onSecondaryContainer)
+                if (commandExecutionStatus.isNotEmpty()) {
+                    item {
+                        Card(
+                            modifier = Modifier.fillMaxWidth().padding(vertical = 8.dp, horizontal = 8.dp).wrapContentHeight(),
+                            colors = CardDefaults.cardColors(containerColor = MaterialTheme.colorScheme.secondaryContainer)
+                        ) {
+                            Column(modifier = Modifier.padding(16.dp)) {
+                                Text("Command Status:", style = MaterialTheme.typography.titleMedium)
+                                Spacer(Modifier.height(4.dp))
+                                Text(commandExecutionStatus, color = MaterialTheme.colorScheme.onSecondaryContainer)
+                            }
                         }
                     }
                 }
-            }
 
-            if (detectedCommands.isNotEmpty()) {
-                item {
-                    Card(
-                        modifier = Modifier.fillMaxWidth().padding(vertical = 8.dp, horizontal = 8.dp).wrapContentHeight(),
-                        colors = CardDefaults.cardColors(containerColor = MaterialTheme.colorScheme.tertiaryContainer)
-                    ) {
-                        Column(modifier = Modifier.padding(16.dp)) {
-                            Text("Detected Commands:", style = MaterialTheme.typography.titleMedium)
-                            Spacer(Modifier.height(4.dp))
-                            detectedCommands.forEachIndexed { index, command ->
-                                val commandText = when (command) {
-                                    is Command.ClickButton -> "Click on button: \"${command.buttonText}\""
-                                    is Command.TapCoordinates -> "Tap coordinates: (${command.x}, ${command.y})"
-                                    is Command.TakeScreenshot -> "Take screenshot"
-                                    else -> command::class.simpleName ?: "Unknown Command"
+                if (detectedCommands.isNotEmpty()) {
+                    item {
+                        Card(
+                            modifier = Modifier.fillMaxWidth().padding(vertical = 8.dp, horizontal = 8.dp).wrapContentHeight(),
+                            colors = CardDefaults.cardColors(containerColor = MaterialTheme.colorScheme.tertiaryContainer)
+                        ) {
+                            Column(modifier = Modifier.padding(16.dp)) {
+                                Text("Detected Commands:", style = MaterialTheme.typography.titleMedium)
+                                Spacer(Modifier.height(4.dp))
+                                detectedCommands.forEachIndexed { index, command ->
+                                    val commandText = when (command) {
+                                        is Command.ClickButton -> "Click on button: \"${command.buttonText}\""
+                                        is Command.TapCoordinates -> "Tap coordinates: (${command.x}, ${command.y})"
+                                        is Command.TakeScreenshot -> "Take screenshot"
+                                        else -> command::class.simpleName ?: "Unknown Command"
+                                    }
+                                    Text("${index + 1}. $commandText", color = MaterialTheme.colorScheme.onTertiaryContainer)
+                                    if (index < detectedCommands.size - 1) Divider(Modifier.padding(vertical = 4.dp), color = MaterialTheme.colorScheme.onTertiaryContainer.copy(alpha = 0.2f))
                                 }
-                                Text("${index + 1}. $commandText", color = MaterialTheme.colorScheme.onTertiaryContainer)
-                                if (index < detectedCommands.size - 1) Divider(Modifier.padding(vertical = 4.dp), color = MaterialTheme.colorScheme.onTertiaryContainer.copy(alpha = 0.2f))
                             }
                         }
                     }
                 }
             }
+            VerticalScrollbar(
+                modifier = Modifier.align(Alignment.CenterEnd).fillMaxHeight(),
+                listState = listState
+            )
         }
 
         val showStopButton = uiState is PhotoReasoningUiState.Loading // commandExecutionStatus check is implicitly handled by cards in LazyColumn
@@ -476,7 +495,7 @@ fun PhotoReasoningScreen(
                         value = userQuestion,
                         label = { Text(stringResource(R.string.reason_label)) },
                         placeholder = { Text(stringResource(R.string.reason_hint)) },
-                        onValueChange = { userQuestion = it },
+                        onValueChange = onUserQuestionChanged,
                         modifier = Modifier.weight(1f).padding(end = 8.dp)
                     )
                         IconButton(
@@ -496,7 +515,7 @@ fun PhotoReasoningScreen(
                                         // This block will be executed after permission is granted
                                         if (userQuestion.isNotBlank()) {
                                             onReasonClicked(userQuestion, imageUris.toList())
-                                            userQuestion = ""
+                                            onUserQuestionChanged("")
                                             imageUris.clear()
                                         }
                                     }
@@ -506,7 +525,7 @@ fun PhotoReasoningScreen(
 
                                 if (userQuestion.isNotBlank()) {
                                     onReasonClicked(userQuestion, imageUris.toList())
-                                    userQuestion = ""
+                                    onUserQuestionChanged("")
                                     imageUris.clear()
                                 }
                             },
@@ -1271,3 +1290,45 @@ fun StopButtonPreview() {
         StopButton {}
     }
 }
+
+@Composable
+fun VerticalScrollbar(
+    modifier: Modifier = Modifier,
+    listState: LazyListState
+) {
+    val scrollbarState by remember {
+        derivedStateOf {
+            val layoutInfo = listState.layoutInfo
+            val totalItems = layoutInfo.totalItemsCount
+            if (totalItems == 0) return@derivedStateOf null
+
+            val viewportHeight = layoutInfo.viewportSize.height.toFloat()
+            // Avoid division by zero and complex layout loops
+            val firstVisibleItemIndex = listState.firstVisibleItemIndex
+            val firstVisibleItemScrollOffset = listState.firstVisibleItemScrollOffset
+
+            // Simple estimation logic
+            val elementHeight = if (layoutInfo.visibleItemsInfo.isNotEmpty())
+                layoutInfo.visibleItemsInfo.sumOf { it.size } / layoutInfo.visibleItemsInfo.size.toFloat()
+                else 100f // Fallback
+
+            val estimatedTotalHeight = elementHeight * totalItems
+            val thumbHeight = ((viewportHeight / estimatedTotalHeight) * viewportHeight).coerceAtLeast(20f) // Min size
+            val scrollOffset = ((firstVisibleItemIndex * elementHeight) + firstVisibleItemScrollOffset) / estimatedTotalHeight * viewportHeight
+
+            Pair(scrollOffset, thumbHeight)
+        }
+    }
+
+    if (scrollbarState != null) {
+        val (offset, height) = scrollbarState!!
+         Canvas(modifier = modifier.width(4.dp)) {
+            drawRoundRect(
+                color = Color.Gray,
+                topLeft = Offset(0f, offset),
+                size = Size(size.width, height),
+                cornerRadius = CornerRadius(4.dp.toPx())
+            )
+        }
+    }
+}
diff --git a/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt
index 98b352e..c472f67 100644
--- a/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt
+++ b/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt
@@ -1,5 +1,6 @@
 package com.google.ai.sample.feature.multimodal
 
+import android.app.Application
 import android.app.ActivityManager
 import android.app.ActivityManager.RunningAppProcessInfo
 import android.content.Context
@@ -11,7 +12,7 @@ import android.net.Uri
 import android.os.Build
 import android.util.Log
 import android.widget.Toast
-import androidx.lifecycle.ViewModel
+import androidx.lifecycle.AndroidViewModel
 import androidx.lifecycle.viewModelScope
 import coil.ImageLoader
 import coil.request.ImageRequest
@@ -34,6 +35,9 @@ import com.google.ai.sample.util.CommandParser
 import com.google.ai.sample.util.SystemMessagePreferences
 import com.google.ai.sample.util.SystemMessageEntryPreferences // Added import
 import com.google.ai.sample.util.SystemMessageEntry // Added import
+import com.google.ai.sample.feature.multimodal.ModelDownloadManager // Added import
+import com.google.ai.sample.ModelOption // Added import
+import com.google.ai.sample.GenerativeAiViewModelFactory // Added import
 import com.google.ai.sample.feature.multimodal.dtos.toDto // Added for DTO mapping
 import com.google.ai.sample.feature.multimodal.dtos.ImagePartDto // Required for path extraction
 import kotlinx.coroutines.Dispatchers
@@ -44,14 +48,10 @@ import kotlinx.coroutines.Job
 import kotlinx.coroutines.flow.StateFlow
 import kotlinx.coroutines.flow.asStateFlow
 import androidx.localbroadcastmanager.content.LocalBroadcastManager
-// Removed duplicate StateFlow import
-// Removed duplicate asStateFlow import
-// import kotlinx.coroutines.isActive // Removed as we will use job.isActive
 import kotlinx.coroutines.delay
 import kotlinx.coroutines.launch
 import kotlinx.coroutines.withContext
 import java.io.IOException
-// import kotlin.coroutines.coroutineContext // Removed if not used
 import java.util.concurrent.atomic.AtomicBoolean
 
 import android.graphics.Bitmap
@@ -59,6 +59,7 @@ import java.io.ByteArrayOutputStream
 import android.util.Base64
 import com.google.ai.sample.feature.live.LiveApiManager
 import com.google.ai.sample.ApiProvider
+import com.google.mediapipe.tasks.genai.llminference.LlmInference
 import okhttp3.MediaType.Companion.toMediaType
 import okhttp3.OkHttpClient
 import okhttp3.Request
@@ -70,21 +71,24 @@ import kotlinx.serialization.json.jsonObject
 import kotlinx.serialization.json.jsonPrimitive
 
 class PhotoReasoningViewModel(
+    application: Application,
     private var generativeModel: GenerativeModel,
     private val modelName: String,
     private val liveApiManager: LiveApiManager? = null
-) : ViewModel() {
+) : AndroidViewModel(application) {
 
     private val isLiveMode: Boolean
         get() = liveApiManager != null
 
+    private var llmInference: LlmInference? = null
+    private val TAG = "PhotoReasoningViewModel"
+
     private fun Bitmap.toBase64(): String {
         val outputStream = ByteArrayOutputStream()
         this.compress(Bitmap.CompressFormat.JPEG, 90, outputStream)
         val bytes = outputStream.toByteArray()
         return Base64.encodeToString(bytes, Base64.NO_WRAP)
     }
-    private val TAG = "PhotoReasoningViewModel"
 
     private val _uiState: MutableStateFlow<PhotoReasoningUiState> =
         MutableStateFlow(PhotoReasoningUiState.Initial)
@@ -107,6 +111,14 @@ class PhotoReasoningViewModel(
     
     // Keep track of the current user input
     private var currentUserInput: String = ""
+
+    // Observable state for the input field to persist across configuration changes
+    private val _userInput = MutableStateFlow("")
+    val userInput: StateFlow<String> = _userInput.asStateFlow()
+
+    fun updateUserInput(text: String) {
+        _userInput.value = text
+    }
     
     // Keep track of detected commands
     private val _detectedCommands = MutableStateFlow<List<Command>>(emptyList())
@@ -175,14 +187,10 @@ class PhotoReasoningViewModel(
                     _uiState.value = PhotoReasoningUiState.Success(responseText)
                     finalizeAiMessage(responseText)
                     processCommands(responseText)
-                    saveChatHistory(MainActivity.getInstance()?.applicationContext)
+                    saveChatHistory(getApplication<Application>())
                 } else if (errorMessage != null) {
                     Log.e(TAG, "AI Call Error via Broadcast: $errorMessage")
-                    if (context == null) {
-                        Log.e(TAG, "Context null in receiver, cannot handle error")
-                        return
-                    }
-                    val receiverContext = context
+                    val receiverContext = context ?: getApplication<Application>()
                     _uiState.value = PhotoReasoningUiState.Error(errorMessage)
                     _commandExecutionStatus.value = "Error during AI generation: $errorMessage"
                     _chatState.replaceLastPendingMessage()
@@ -224,7 +232,7 @@ class PhotoReasoningViewModel(
                         )
                     )
                     _chatMessagesFlow.value = chatMessages
-                    saveChatHistory(MainActivity.getInstance()?.applicationContext)
+                    saveChatHistory(getApplication<Application>())
                 }
                 // Reset pending AI message if any (assuming updateAiMessage or error handling does this)
             }
@@ -232,36 +240,65 @@ class PhotoReasoningViewModel(
     }
 
     init {
-        // ... other init logic
-        val context = MainActivity.getInstance()?.applicationContext
-        if (context != null) {
-            val filter = IntentFilter(ScreenCaptureService.ACTION_AI_CALL_RESULT)
-            LocalBroadcastManager.getInstance(context).registerReceiver(aiResultReceiver, filter)
-            Log.d(TAG, "AIResultReceiver registered with LocalBroadcastManager.")
-
-            val streamFilter = IntentFilter(ScreenCaptureService.ACTION_AI_STREAM_UPDATE)
-            LocalBroadcastManager.getInstance(context).registerReceiver(aiResultStreamReceiver, streamFilter)
-            Log.d(TAG, "AIResultStreamReceiver registered with LocalBroadcastManager.")
-        } else {
-            Log.e(TAG, "Failed to register AIResultReceiver: applicationContext is null at init.")
+        // Initialize model if it's the offline one and already downloaded
+        val currentModel = com.google.ai.sample.GenerativeAiViewModelFactory.getCurrentModel()
+        val context = getApplication<Application>().applicationContext
+        if (currentModel == ModelOption.GEMMA_3N_E4B_IT) {
+            if (ModelDownloadManager.isModelDownloaded(context)) {
+                initializeOfflineModel(context)
+            }
+        }
+
+        // Register receivers after initialization block to ensure properties are initialized
+        val filter = IntentFilter(ScreenCaptureService.ACTION_AI_CALL_RESULT)
+        LocalBroadcastManager.getInstance(context).registerReceiver(aiResultReceiver, filter)
+        Log.d(TAG, "AIResultReceiver registered with LocalBroadcastManager.")
+
+        val streamFilter = IntentFilter(ScreenCaptureService.ACTION_AI_STREAM_UPDATE)
+        LocalBroadcastManager.getInstance(context).registerReceiver(aiResultStreamReceiver, streamFilter)
+        Log.d(TAG, "AIResultStreamReceiver registered with LocalBroadcastManager.")
+    }
+
+    private fun initializeOfflineModel(context: Context) {
+        viewModelScope.launch(Dispatchers.IO) {
+            try {
+                if (llmInference == null) {
+                    val modelFile = ModelDownloadManager.getModelFile(context)
+                    if (modelFile != null && modelFile.exists()) {
+                        val options = LlmInference.LlmInferenceOptions.builder()
+                            .setModelPath(modelFile.absolutePath)
+                            .setMaxTokens(1024)
+                            .build()
+                        llmInference = LlmInference.createFromOptions(context, options)
+                        Log.d(TAG, "Offline model initialized.")
+                    }
+                }
+            } catch (e: Exception) {
+                Log.e(TAG, "Failed to initialize offline model", e)
+            }
         }
     }
 
     override fun onCleared() {
         super.onCleared()
         liveApiManager?.close()
-        val context = MainActivity.getInstance()?.applicationContext
-        if (context != null) {
-            LocalBroadcastManager.getInstance(context).unregisterReceiver(aiResultReceiver)
-            Log.d(TAG, "AIResultReceiver unregistered with LocalBroadcastManager.")
-            LocalBroadcastManager.getInstance(context).unregisterReceiver(aiResultStreamReceiver)
-            Log.d(TAG, "AIResultStreamReceiver unregistered with LocalBroadcastManager.")
+        val context = getApplication<Application>().applicationContext
+        LocalBroadcastManager.getInstance(context).unregisterReceiver(aiResultReceiver)
+        Log.d(TAG, "AIResultReceiver unregistered with LocalBroadcastManager.")
+        LocalBroadcastManager.getInstance(context).unregisterReceiver(aiResultStreamReceiver)
+        Log.d(TAG, "AIResultStreamReceiver unregistered with LocalBroadcastManager.")
+
+        try {
+            // Using reflection if specific method not known or standard cast
+            (llmInference as? java.io.Closeable)?.close()
+        } catch (e: Exception) {
+            Log.w(TAG, "Error closing LlmInference", e)
         }
-        // ... other onCleared logic
+        llmInference = null
     }
 
     private fun createChatWithSystemMessage(context: Context? = null): Chat {
-        val ctx = context ?: MainActivity.getInstance()?.applicationContext
+        val ctx = context ?: getApplication<Application>()
         val history = mutableListOf<Content>()
         if (_systemMessage.value.isNotBlank()) {
             history.add(content(role = "user") { text(_systemMessage.value) })
@@ -288,10 +325,10 @@ class PhotoReasoningViewModel(
         imageUrisForChat: List<String>? = null
     ) {
     // Get context for rebuildChatHistory
-    val context = MainActivity.getInstance()?.applicationContext
+    val context = getApplication<Application>().applicationContext
 
     // Update the generative model with the current API key if retrying
-    if (currentRetryAttempt > 0 && context != null) {
+    if (currentRetryAttempt > 0) {
         val apiKeyManager = ApiKeyManager.getInstance(context)
         val currentModel = com.google.ai.sample.GenerativeAiViewModelFactory.getCurrentModel()
         val currentKey = apiKeyManager.getCurrentApiKey(currentModel.apiProvider)
@@ -413,6 +450,48 @@ class PhotoReasoningViewModel(
         imageUrisForChat: List<String>? = null
     ) {
         val currentModel = com.google.ai.sample.GenerativeAiViewModelFactory.getCurrentModel()
+
+        // Check for offline model (Gemma)
+        if (currentModel == ModelOption.GEMMA_3N_E4B_IT) {
+            val context = getApplication<Application>().applicationContext
+
+            if (!ModelDownloadManager.isModelDownloaded(context)) {
+                _uiState.value = PhotoReasoningUiState.Error("Model not downloaded.")
+                return
+            }
+
+            _uiState.value = PhotoReasoningUiState.Loading
+            viewModelScope.launch(Dispatchers.IO) {
+                try {
+                    if (llmInference == null) {
+                        initializeOfflineModel(context)
+                        val modelFile = ModelDownloadManager.getModelFile(context)
+                        if (modelFile != null && modelFile.exists()) {
+                            val options = LlmInference.LlmInferenceOptions.builder()
+                                .setModelPath(modelFile.absolutePath)
+                                .setMaxTokens(1024)
+                                .build()
+                            llmInference = LlmInference.createFromOptions(context, options)
+                        }
+                    }
+
+                    val response = llmInference?.generateResponse(userInput) ?: "Error: Inference engine not initialized"
+
+                    withContext(Dispatchers.Main) {
+                         _uiState.value = PhotoReasoningUiState.Success(response)
+                         finalizeAiMessage(response)
+                         processCommands(response)
+                         saveChatHistory(context)
+                    }
+                } catch (e: Exception) {
+                    withContext(Dispatchers.Main) {
+                        _uiState.value = PhotoReasoningUiState.Error("Offline inference failed: ${e.message}")
+                    }
+                }
+            }
+            return
+        }
+
         if (currentModel.apiProvider == ApiProvider.CEREBRAS) {
             reasonWithCerebras(userInput, selectedImages, screenInfoForPrompt)
             return
@@ -474,7 +553,7 @@ class PhotoReasoningViewModel(
                         )
                     )
                     _chatMessagesFlow.value = _chatState.getAllMessages()
-                    saveChatHistory(MainActivity.getInstance()?.applicationContext)
+                    saveChatHistory(getApplication<Application>())
                 }
             }
         } else {
@@ -497,7 +576,7 @@ class PhotoReasoningViewModel(
         screenInfoForPrompt: String? = null
     ) {
         _uiState.value = PhotoReasoningUiState.Loading
-        val context = MainActivity.getInstance()?.applicationContext ?: return
+        val context = getApplication<Application>().applicationContext
 
         val apiKeyManager = ApiKeyManager.getInstance(context)
         val apiKey = apiKeyManager.getCurrentApiKey(ApiProvider.CEREBRAS)
@@ -605,11 +684,10 @@ class PhotoReasoningViewModel(
         if (liveApiManager != null) {
             // Set system message and history when connecting
             viewModelScope.launch {
-                val context = MainActivity.getInstance()?.applicationContext
-                if (context != null) {
-                    ensureInitialized(context)
+                val context = getApplication<Application>().applicationContext
+                ensureInitialized(context)
 
-                    // Convert chat history to format for Live API
+                // Convert chat history to format for Live API
                     val historyPairs = mutableListOf<Pair<String, String>>()
 
                     // Add system message and DB entries as initial context
@@ -642,8 +720,7 @@ class PhotoReasoningViewModel(
                         }
                     }
 
-                    liveApiManager.setSystemMessageAndHistory(_systemMessage.value, historyPairs)
-                }
+                liveApiManager.setSystemMessageAndHistory(_systemMessage.value, historyPairs)
             }
 
             // Collect messages
@@ -689,7 +766,7 @@ class PhotoReasoningViewModel(
                             processCommands(finalMessage.text)
 
                             // Save chat history
-                            saveChatHistory(MainActivity.getInstance()?.applicationContext)
+                            saveChatHistory(getApplication<Application>())
                         }
                     }
                 }
@@ -908,7 +985,7 @@ class PhotoReasoningViewModel(
             )
             _chatMessagesFlow.value = _chatState.getAllMessages()
         }
-        saveChatHistory(MainActivity.getInstance()?.applicationContext)
+        saveChatHistory(getApplication<Application>())
     }
 
     private fun updateAiMessage(text: String, isPending: Boolean = false) {
@@ -938,7 +1015,7 @@ class PhotoReasoningViewModel(
 
         // Save chat history after updating message
         if (!stopExecutionFlag.get() || text.contains("stopped by user", ignoreCase = true)) {
-            saveChatHistory(MainActivity.getInstance()?.applicationContext)
+            saveChatHistory(getApplication<Application>())
         }
     }
 
@@ -1306,18 +1383,6 @@ data class CerebrasResponseMessage(
         context: Context,
         screenInfo: String? = null
     ) {
-        if (modelName == "gemma-3n-e4b-it") {
-            // If the model is gemma-3n-e4b-it, we don't want to send the screenshot.
-            // Instead, we'll just send the screen info.
-            val genericAnalysisPrompt = ""
-            reason(
-                userInput = genericAnalysisPrompt,
-                selectedImages = emptyList(),
-                screenInfoForPrompt = screenInfo,
-                imageUrisForChat = emptyList()
-            )
-            return
-        }
         if (screenshotUri == Uri.EMPTY) {
             // This case is for gemma-3n-e4b-it, where we don't have a screenshot.
             // We just want to send the screen info.
diff --git a/build_and_sign.sh b/build_and_sign.sh
index dd95326..6abfcb5 100755
--- a/build_and_sign.sh
+++ b/build_and_sign.sh
@@ -1,51 +1,29 @@
 #!/bin/bash
 set -e
 echo "INFO: Starting build and sign process."
+# Android SDK is already there
 
-# 1. Set up the Android SDK directory
-echo "INFO: Setting up Android SDK directory..."
-mkdir -p android_sdk
-echo "sdk.dir=android_sdk" > local.properties
-
-# Add android_sdk to .gitignore if it's not already there
-if ! grep -q "android_sdk/" .gitignore; then
-  echo "INFO: Adding android_sdk/ to .gitignore."
-  echo "android_sdk/" >> .gitignore
-fi
-
-# 2. Download and unzip the Android SDK command-line tools
-echo "INFO: Downloading Android SDK..."
-wget -q https://dl.google.com/android/repository/commandlinetools-linux-13114758_latest.zip
-unzip -oq commandlinetools-linux-13114758_latest.zip -d android_sdk
-rm commandlinetools-linux-13114758_latest.zip
-
-# 3. Restructure cmdline-tools for sdkmanager
-echo "INFO: Restructuring cmdline-tools..."
-mkdir -p android_sdk/cmdline-tools/latest
-mv android_sdk/cmdline-tools/* android_sdk/cmdline-tools/latest/ 2>/dev/null || true
-
-# 4. Install required SDK packages
-echo "INFO: Installing SDK packages..."
-yes | android_sdk/cmdline-tools/latest/bin/sdkmanager --licenses > /dev/null
-android_sdk/cmdline-tools/latest/bin/sdkmanager "platforms;android-35" "build-tools;35.0.0" "platform-tools" > /dev/null
-
-# 5. Build the Unsigned APK
+# 1. Build the Unsigned APK
 echo "INFO: Building the application..."
 ./gradlew assembleRelease
 
-# 6. Generate a Test Signing Key
-echo "INFO: Generating test signing key..."
-keytool -genkey -v \
-  -keystore debug.keystore \
-  -storepass android \
-  -alias androiddebugkey \
-  -keypass android \
-  -keyalg RSA \
-  -keysize 2048 \
-  -validity 10000 \
-  -dname "CN=Android Debug,O=Android,C=US"
+# 2. Generate a Test Signing Key
+if [ -f debug.keystore ]; then
+  echo "INFO: debug.keystore already exists. Skipping generation."
+else
+  echo "INFO: Generating test signing key..."
+  keytool -genkey -v \
+    -keystore debug.keystore \
+    -storepass android \
+    -alias androiddebugkey \
+    -keypass android \
+    -keyalg RSA \
+    -keysize 2048 \
+    -validity 10000 \
+    -dname "CN=Android Debug,O=Android,C=US"
+fi
 
-# 7. Sign the APK
+# 3. Sign the APK
 echo "INFO: Signing the APK..."
 android_sdk/build-tools/35.0.0/apksigner sign \
   --ks debug.keystore \
diff --git a/build_and_sign_verbose.sh b/build_and_sign_verbose.sh
deleted file mode 100644
index 709cf2d..0000000
--- a/build_and_sign_verbose.sh
+++ /dev/null
@@ -1,56 +0,0 @@
-#!/bin/bash
-set -e
-echo "INFO: Starting build and sign process."
-
-# 1. Set up the Android SDK directory
-echo "INFO: Setting up Android SDK directory..."
-mkdir -p android_sdk
-echo "sdk.dir=android_sdk" > local.properties
-
-# Add android_sdk to .gitignore if it's not already there
-if ! grep -q "android_sdk/" .gitignore; then
-  echo "INFO: Adding android_sdk/ to .gitignore."
-  echo "android_sdk/" >> .gitignore
-fi
-
-# 2. Download and unzip the Android SDK command-line tools
-echo "INFO: Downloading Android SDK..."
-wget -q https://dl.google.com/android/repository/commandlinetools-linux-13114758_latest.zip
-unzip -q commandlinetools-linux-13114758_latest.zip -d android_sdk
-rm commandlinetools-linux-13114758_latest.zip
-
-# 3. Restructure cmdline-tools for sdkmanager
-echo "INFO: Restructuring cmdline-tools..."
-mkdir -p android_sdk/cmdline-tools/latest
-mv android_sdk/cmdline-tools/* android_sdk/cmdline-tools/latest/ 2>/dev/null || true
-
-# 4. Install required SDK packages
-echo "INFO: Installing SDK packages..."
-yes | android_sdk/cmdline-tools/latest/bin/sdkmanager --licenses
-android_sdk/cmdline-tools/latest/bin/sdkmanager "platforms;android-35" "build-tools;35.0.0" "platform-tools"
-
-# 5. Build the Unsigned APK
-echo "INFO: Building the application..."
-./gradlew assembleRelease
-
-# 6. Generate a Test Signing Key
-echo "INFO: Generating test signing key..."
-keytool -genkey -v \
-  -keystore debug.keystore \
-  -storepass android \
-  -alias androiddebugkey \
-  -keypass android \
-  -keyalg RSA \
-  -keysize 2048 \
-  -validity 10000 \
-  -dname "CN=Android Debug,O=Android,C=US"
-
-# 7. Sign the APK
-echo "INFO: Signing the APK..."
-android_sdk/build-tools/35.0.0/apksigner sign \
-  --ks debug.keystore \
-  --ks-pass pass:android \
-  --out app-release-signed.apk \
-  app/build/outputs/apk/release/app-release-unsigned.apk
-
-echo "INFO: Build and sign process complete."
diff --git a/build_log.txt b/build_log.txt
new file mode 100644
index 0000000..f03c24f
--- /dev/null
+++ b/build_log.txt
@@ -0,0 +1,69 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData
+> Task :app:writeReleaseAppMetadata
+> Task :app:writeReleaseSigningConfigVersions
+> Task :app:optimizeReleaseResources
+
+> Task :app:compileReleaseKotlin FAILED
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:19:22 Unresolved reference: edge
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:20:22 Unresolved reference: edge
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:88:31 Unresolved reference: LlmInference
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:444:39 Unresolved reference: LlmInferenceOptions
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:448:40 Unresolved reference: LlmInference
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 31s
+34 actionable tasks: 6 executed, 28 up-to-date
diff --git a/build_log_2.txt b/build_log_2.txt
new file mode 100644
index 0000000..698c7ba
--- /dev/null
+++ b/build_log_2.txt
@@ -0,0 +1,150 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs
+> Task :app:stripReleaseDebugSymbols
+> Task :app:extractReleaseNativeSymbolTables
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:checkReleaseDuplicateClasses
+> Task :app:collectReleaseDependencies
+> Task :app:sdkReleaseDependencyData
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+> Task :app:processReleaseResources
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:mergeExtDexRelease
+> Task :app:compileReleaseKotlin
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt:50:9 The corresponding parameter in the supertype 'Factory' is named 'modelClass'. This may cause problems when calling this function with named arguments.
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt:72:25 Name shadowed: currentModel
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/GenerativeAiViewModelFactory.kt:115:11 Unchecked cast: PhotoReasoningViewModel to T
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt:795:14 'enablePendingPurchases(): BillingClient.Builder' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt:1201:5 Parameter 'onDismiss' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:52:47 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:285:41 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:290:37 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:291:89 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:293:33 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:293:35 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:294:33 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:294:35 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:295:33 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:295:35 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:298:48 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:298:50 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:317:34 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:343:29 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:482:56 'getter for defaultDisplay: Display!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:484:40 'getRealMetrics(DisplayMetrics!): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:732:2 This declaration needs opt-in. Its usage should be marked with '@kotlinx.serialization.ExperimentalSerializationApi' or '@OptIn(kotlinx.serialization.ExperimentalSerializationApi::class)'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenCaptureService.kt:800:25 Name shadowed: json
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:163:42 'FLAG_REQUEST_ENHANCED_WEB_ACCESSIBILITY: Int' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:432:14 Unnecessary safe call on a non-null receiver of type AccessibilityEvent
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:526:29 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:565:34 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:584:46 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:591:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:611:46 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:618:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:731:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:744:73 Parameter 'buttonText' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:790:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:827:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:864:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:913:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:962:22 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:979:46 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:986:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1007:46 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1014:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1035:46 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1042:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1085:52 'obtain(AccessibilityNodeInfo!): AccessibilityNodeInfo!' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1092:23 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1127:28 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1132:24 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1158:28 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1163:24 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1590:21 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1619:22 'capitalize(Locale): String' is deprecated. Use replaceFirstChar instead.
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1645:32 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1654:37 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1655:36 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1658:33 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1663:32 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/ScreenOperatorAccessibilityService.kt:1667:28 'recycle(): Unit' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:161:9 Variable 'chatMessages' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:459:76 'Divider(Modifier = ..., Dp = ..., Color = ...): Unit' is deprecated. Renamed to HorizontalDivider
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:529:47 'Send: ImageVector' is deprecated. Use the AutoMirrored version at Icons.AutoMirrored.Filled.Send
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:746:48 Check for instance is always 'false'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:975:5 Parameter 'onSkipAll' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:50:47 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:244:13 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:248:13 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:260:13 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:262:13 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:540:9 Parameter 'selectedImages' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:824:69 Parameter 'retryCount' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/util/AppNamePackageMapper.kt:177:23 Name shadowed: appName
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/util/AppNamePackageMapper.kt:178:25 Name shadowed: packageName
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/util/CommandParser.kt:114:17 Variable 'lines' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/util/ImageUtils.kt:16:13 Variable 'safeQuality' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/util/ImageUtils.kt:76:9 Unreachable code
+
+> Task :app:compileReleaseJavaWithJavac
+warning: [options] source value 8 is obsolete and will be removed in a future release
+warning: [options] target value 8 is obsolete and will be removed in a future release
+warning: [options] To suppress warnings about obsolete options, use -Xlint:-options.
+3 warnings
+
+> Task :app:lintVitalAnalyzeRelease
+> Task :app:dexBuilderRelease
+> Task :app:mergeReleaseGlobalSynthetics
+> Task :app:processReleaseJavaRes
+> Task :app:mergeReleaseJavaResource
+> Task :app:mergeDexRelease
+> Task :app:compileReleaseArtProfile
+> Task :app:packageRelease
+> Task :app:createReleaseApkListingFileRedirect
+> Task :app:lintVitalReportRelease
+> Task :app:lintVitalRelease
+> Task :app:assembleRelease
+
+BUILD SUCCESSFUL in 2m 12s
+46 actionable tasks: 23 executed, 23 up-to-date
+INFO: Generating test signing key...
+Generating 2,048 bit RSA key pair and self-signed certificate (SHA384withRSA) with a validity of 10,000 days
+	for: CN=Android Debug, O=Android, C=US
+[Storing debug.keystore]
+INFO: Signing the APK...
+INFO: Build and sign process complete.
diff --git a/build_log_final.txt b/build_log_final.txt
new file mode 100644
index 0000000..573d915
--- /dev/null
+++ b/build_log_final.txt
@@ -0,0 +1,75 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:processReleaseResources
+
+> Task :app:stripReleaseDebugSymbols
+Unable to strip the following libraries, packaging them as they are: libllm_inference_engine_jni.so.
+
+> Task :app:checkReleaseDuplicateClasses
+> Task :app:extractReleaseNativeSymbolTables
+> Task :app:compileReleaseKotlin
+> Task :app:mergeExtDexRelease
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies
+> Task :app:sdkReleaseDependencyData
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt:167:76 @Composable invocations can only happen from the context of a @Composable function
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:93:69 Variable 'aiResultReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:94:15 Variable 'TAG' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:97:69 Variable 'aiResultStreamReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:98:15 Variable 'TAG' must be initialized
+
+> Task :app:compileReleaseKotlin FAILED
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 1m 30s
+34 actionable tasks: 11 executed, 23 up-to-date
diff --git a/build_log_final_retry.txt b/build_log_final_retry.txt
new file mode 100644
index 0000000..6bf4e9d
--- /dev/null
+++ b/build_log_final_retry.txt
@@ -0,0 +1,70 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:101:69 Variable 'aiResultReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:102:15 Variable 'TAG' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:105:69 Variable 'aiResultStreamReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:106:15 Variable 'TAG' must be initialized
+
+> Task :app:compileReleaseKotlin FAILED
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 9s
+34 actionable tasks: 2 executed, 32 up-to-date
diff --git a/build_log_final_retry_2.txt b/build_log_final_retry_2.txt
new file mode 100644
index 0000000..a99f2a4
--- /dev/null
+++ b/build_log_final_retry_2.txt
@@ -0,0 +1,70 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:101:69 Variable 'aiResultReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:102:15 Variable 'TAG' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:105:69 Variable 'aiResultStreamReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:106:15 Variable 'TAG' must be initialized
+
+> Task :app:compileReleaseKotlin FAILED
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 8s
+34 actionable tasks: 2 executed, 32 up-to-date
diff --git a/build_log_final_retry_3.txt b/build_log_final_retry_3.txt
new file mode 100644
index 0000000..2661f4b
--- /dev/null
+++ b/build_log_final_retry_3.txt
@@ -0,0 +1,70 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:101:69 Variable 'aiResultReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:102:15 Variable 'TAG' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:105:69 Variable 'aiResultStreamReceiver' must be initialized
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:106:15 Variable 'TAG' must be initialized
+
+> Task :app:compileReleaseKotlin FAILED
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 7s
+34 actionable tasks: 2 executed, 32 up-to-date
diff --git a/build_log_final_retry_4.txt b/build_log_final_retry_4.txt
new file mode 100644
index 0000000..2dc90e6
--- /dev/null
+++ b/build_log_final_retry_4.txt
@@ -0,0 +1,69 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:1354:30 Expecting an element
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:1354:32 Unexpected tokens (use ';' to separate expressions on the same line)
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:1354:9 Unresolved reference: currentRetry
+
+> Task :app:compileReleaseKotlin FAILED
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 6s
+34 actionable tasks: 2 executed, 32 up-to-date
diff --git a/build_log_final_retry_5.txt b/build_log_final_retry_5.txt
new file mode 100644
index 0000000..1eb970b
--- /dev/null
+++ b/build_log_final_retry_5.txt
@@ -0,0 +1,85 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt:791:14 'enablePendingPurchases(): BillingClient.Builder' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MainActivity.kt:1197:5 Parameter 'onDismiss' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt:217:45 Name shadowed: currentModel
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt:388:13 Name shadowed: context
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:50:47 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:246:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:250:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:278:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:280:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:298:12 Unnecessary safe call on a non-null receiver of type Context
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:567:9 Parameter 'selectedImages' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:851:69 Parameter 'retryCount' is never used
+
+> Task :app:compileReleaseJavaWithJavac
+warning: [options] source value 8 is obsolete and will be removed in a future release
+warning: [options] target value 8 is obsolete and will be removed in a future release
+warning: [options] To suppress warnings about obsolete options, use -Xlint:-options.
+3 warnings
+
+> Task :app:dexBuilderRelease
+> Task :app:mergeReleaseGlobalSynthetics UP-TO-DATE
+> Task :app:processReleaseJavaRes UP-TO-DATE
+> Task :app:mergeReleaseJavaResource
+> Task :app:mergeDexRelease
+> Task :app:compileReleaseArtProfile
+> Task :app:packageRelease
+> Task :app:createReleaseApkListingFileRedirect UP-TO-DATE
+> Task :app:lintVitalAnalyzeRelease
+> Task :app:lintVitalReportRelease
+> Task :app:lintVitalRelease
+> Task :app:assembleRelease
+
+BUILD SUCCESSFUL in 52s
+46 actionable tasks: 11 executed, 35 up-to-date
+INFO: debug.keystore already exists. Skipping generation.
+INFO: Signing the APK...
+INFO: Build and sign process complete.
diff --git a/build_log_final_v6.txt b/build_log_final_v6.txt
new file mode 100644
index 0000000..4889e27
--- /dev/null
+++ b/build_log_final_v6.txt
@@ -0,0 +1,68 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:checkReleaseAarMetadata
+> Task :app:mapReleaseSourceSetPaths
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest
+> Task :app:processReleaseManifest
+> Task :app:mergeReleaseResources
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:checkReleaseDuplicateClasses
+
+> Task :app:stripReleaseDebugSymbols
+Unable to strip the following libraries, packaging them as they are: libimage_processing_util_jni.so, libllm_inference_engine_jni.so.
+
+> Task :app:processReleaseManifestForPackage
+> Task :app:mergeReleaseArtProfile
+> Task :app:extractReleaseNativeSymbolTables
+> Task :app:processReleaseResources
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:collectReleaseDependencies
+> Task :app:sdkReleaseDependencyData
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+> Task :app:optimizeReleaseResources
+> Task :app:mergeExtDexRelease
+
+> Task :app:compileReleaseKotlin FAILED
+e: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:515:45 Val cannot be reassigned
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:compileReleaseKotlin'.
+> A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction
+   > Compilation error. See log for more details
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 1m 5s
+34 actionable tasks: 18 executed, 16 up-to-date
diff --git a/build_log_final_v6_retry.txt b/build_log_final_v6_retry.txt
new file mode 100644
index 0000000..ad62e33
--- /dev/null
+++ b/build_log_final_v6_retry.txt
@@ -0,0 +1,90 @@
+INFO: Starting build and sign process.
+INFO: Setting up Android SDK directory...
+INFO: Downloading Android SDK...
+INFO: Restructuring cmdline-tools...
+INFO: Installing SDK packages...
+INFO: Building the application...
+Configuration on demand is an incubating feature.
+> Task :app:buildKotlinToolingMetadata UP-TO-DATE
+> Task :app:checkKotlinGradlePluginConfigurationErrors
+> Task :app:preBuild UP-TO-DATE
+> Task :app:preReleaseBuild UP-TO-DATE
+> Task :app:generateReleaseBuildConfig UP-TO-DATE
+> Task :app:checkReleaseAarMetadata UP-TO-DATE
+> Task :app:generateReleaseResValues UP-TO-DATE
+> Task :app:mapReleaseSourceSetPaths UP-TO-DATE
+> Task :app:generateReleaseResources UP-TO-DATE
+> Task :app:mergeReleaseResources UP-TO-DATE
+> Task :app:packageReleaseResources UP-TO-DATE
+> Task :app:parseReleaseLocalResources UP-TO-DATE
+> Task :app:createReleaseCompatibleScreenManifests UP-TO-DATE
+> Task :app:extractDeepLinksRelease UP-TO-DATE
+> Task :app:processReleaseMainManifest UP-TO-DATE
+> Task :app:processReleaseManifest UP-TO-DATE
+> Task :app:processReleaseManifestForPackage UP-TO-DATE
+> Task :app:processReleaseResources UP-TO-DATE
+> Task :app:javaPreCompileRelease UP-TO-DATE
+> Task :app:extractProguardFiles UP-TO-DATE
+> Task :app:mergeReleaseJniLibFolders UP-TO-DATE
+> Task :app:mergeReleaseNativeLibs UP-TO-DATE
+> Task :app:stripReleaseDebugSymbols UP-TO-DATE
+> Task :app:extractReleaseNativeSymbolTables UP-TO-DATE
+> Task :app:mergeReleaseNativeDebugMetadata NO-SOURCE
+> Task :app:checkReleaseDuplicateClasses UP-TO-DATE
+> Task :app:desugarReleaseFileDependencies UP-TO-DATE
+> Task :app:mergeExtDexRelease UP-TO-DATE
+> Task :app:mergeReleaseArtProfile UP-TO-DATE
+> Task :app:mergeReleaseShaders UP-TO-DATE
+> Task :app:compileReleaseShaders NO-SOURCE
+> Task :app:generateReleaseAssets UP-TO-DATE
+> Task :app:mergeReleaseAssets UP-TO-DATE
+> Task :app:compressReleaseAssets UP-TO-DATE
+> Task :app:optimizeReleaseResources UP-TO-DATE
+> Task :app:collectReleaseDependencies UP-TO-DATE
+> Task :app:sdkReleaseDependencyData UP-TO-DATE
+> Task :app:writeReleaseAppMetadata UP-TO-DATE
+> Task :app:writeReleaseSigningConfigVersions UP-TO-DATE
+
+> Task :app:compileReleaseKotlin
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt:217:45 Name shadowed: currentModel
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/MenuScreen.kt:388:13 Name shadowed: context
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:161:9 Variable 'chatMessages' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:228:17 Variable 'intent' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:232:21 Name shadowed: intent
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:466:76 'Divider(Modifier = ..., Dp = ..., Color = ...): Unit' is deprecated. Renamed to HorizontalDivider
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:536:47 'Send: ImageVector' is deprecated. Use the AutoMirrored version at Icons.AutoMirrored.Filled.Send
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:753:48 Check for instance is always 'false'
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningScreen.kt:982:5 Parameter 'onSkipAll' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:50:47 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:254:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:258:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:286:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:288:9 'LocalBroadcastManager' is deprecated. Deprecated in Java
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:306:12 Unnecessary safe call on a non-null receiver of type Context
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:575:9 Parameter 'selectedImages' is never used
+w: file:///app/app/src/main/kotlin/com/google/ai/sample/feature/multimodal/PhotoReasoningViewModel.kt:859:69 Parameter 'retryCount' is never used
+
+> Task :app:compileReleaseJavaWithJavac
+warning: [options] source value 8 is obsolete and will be removed in a future release
+warning: [options] target value 8 is obsolete and will be removed in a future release
+warning: [options] To suppress warnings about obsolete options, use -Xlint:-options.
+3 warnings
+
+> Task :app:dexBuilderRelease
+> Task :app:mergeReleaseGlobalSynthetics UP-TO-DATE
+> Task :app:processReleaseJavaRes UP-TO-DATE
+> Task :app:mergeReleaseJavaResource
+> Task :app:mergeDexRelease
+> Task :app:compileReleaseArtProfile
+> Task :app:packageRelease
+> Task :app:createReleaseApkListingFileRedirect UP-TO-DATE
+> Task :app:lintVitalAnalyzeRelease
+> Task :app:lintVitalReportRelease
+> Task :app:lintVitalRelease
+> Task :app:assembleRelease
+
+BUILD SUCCESSFUL in 1m 10s
+46 actionable tasks: 11 executed, 35 up-to-date
+INFO: debug.keystore already exists. Skipping generation.
+INFO: Signing the APK...
+INFO: Build and sign process complete.