Dev

.gitignore

@@ -340,6 +340,9 @@ sdk/runanywhere-swift/Sources/RunAnywhere/Data/Network/DevelopmentConfig.swift
 # Swift SDK - Local XCFrameworks
 sdk/runanywhere-swift/Binaries/*.xcframework
 
+# Swift SDK - Vendor directory (locally built xcframeworks)
+sdk/runanywhere-swift/vendor/
+
 # Kotlin SDK - Local JNI libs
 sdk/runanywhere-kotlin/src/androidMain/jniLibs/
 

Package.swift

@@ -87,6 +87,8 @@ let package = Package(
         .package(url: "https://github.com/devicekit/DeviceKit.git", from: "5.6.0"),
         .package(url: "https://github.com/tsolomko/SWCompression.git", from: "4.8.0"),
         .package(url: "https://github.com/getsentry/sentry-cocoa", from: "8.40.0"),
+        // ml-stable-diffusion for CoreML-based image generation
+        .package(url: "https://github.com/apple/ml-stable-diffusion.git", from: "1.1.0"),
     ],
     targets: [
         // =================================================================
@@ -132,6 +134,7 @@ let package = Package(
                 .product(name: "DeviceKit", package: "DeviceKit"),
                 .product(name: "SWCompression", package: "SWCompression"),
                 .product(name: "Sentry", package: "sentry-cocoa"),
+                .product(name: "StableDiffusion", package: "ml-stable-diffusion"),
                 "CRACommons",
             ],
             path: "sdk/runanywhere-swift/Sources/RunAnywhere",

examples/android/RunAnywhereAI/.gitignore

@@ -115,3 +115,15 @@ hs_err_pid*
 
 # Detekt
 detekt.sarif
+
+# Native libraries - these come from SDK module dependencies, NOT local copies.
+# NEVER put .so files directly in app/src/main/jniLibs/. They are provided by:
+#   - :sdk:runanywhere-kotlin (core + commons)
+#   - :sdk:runanywhere-kotlin:modules:runanywhere-core-onnx (ONNX/Sherpa-ONNX)
+#   - :sdk:runanywhere-kotlin:modules:runanywhere-core-llamacpp (LlamaCPP)
+# Having stale .so here will OVERRIDE the SDK module versions and cause crashes.
+app/src/main/jniLibs/
+
+# Crash/debug log captures
+stt_crash_logcat.txt
+app_logcat.txt

examples/android/RunAnywhereAI/app/build.gradle.kts

@@ -152,16 +152,11 @@ android {
             // and 16KB alignment during packaging.
             useLegacyPackaging = true
 
-            // Handle duplicate native libraries from multiple backend modules
-            // (ONNX and LlamaCPP both include some common libraries)
-            pickFirsts += listOf(
-                "lib/arm64-v8a/libomp.so",
-                "lib/arm64-v8a/libc++_shared.so",
-                "lib/arm64-v8a/librac_commons.so",
-                "lib/armeabi-v7a/libomp.so",
-                "lib/armeabi-v7a/libc++_shared.so",
-                "lib/armeabi-v7a/librac_commons.so",
-            )
+            // Handle duplicate native libraries from multiple SDK modules.
+            // The main SDK, ONNX module, and LlamaCPP module may share common
+            // libraries (libc++_shared, libomp, librac_commons). Use a wildcard
+            // to safely pick the first copy for any ABI.
+            pickFirsts += listOf("lib/**/*.so")
         }
     }
 

examples/android/RunAnywhereAI/app/src/main/java/com/runanywhere/runanywhereai/RunAnywhereApplication.kt

@@ -313,6 +313,21 @@ class RunAnywhereApplication : Application() {
             framework = InferenceFramework.LLAMA_CPP,
             memoryRequirement = 400_000_000,
         )
+        // LFM2-Tool models - For tool calling / function calling support
+        RunAnywhere.registerModel(
+            id = "lfm2-1.2b-tool-q4_k_m",
+            name = "LiquidAI LFM2 1.2B Tool Q4_K_M",
+            url = "https://huggingface.co/LiquidAI/LFM2-1.2B-Tool-GGUF/resolve/main/LFM2-1.2B-Tool-Q4_K_M.gguf",
+            framework = InferenceFramework.LLAMA_CPP,
+            memoryRequirement = 800_000_000,
+        )
+        RunAnywhere.registerModel(
+            id = "lfm2-1.2b-tool-q8_0",
+            name = "LiquidAI LFM2 1.2B Tool Q8_0",
+            url = "https://huggingface.co/LiquidAI/LFM2-1.2B-Tool-GGUF/resolve/main/LFM2-1.2B-Tool-Q8_0.gguf",
+            framework = InferenceFramework.LLAMA_CPP,
+            memoryRequirement = 1_400_000_000,
+        )
         Log.i("RunAnywhereApp", "✅ LLM models registered")
 
         // Register ONNX STT and TTS models

examples/android/RunAnywhereAI/app/src/main/java/com/runanywhere/runanywhereai/domain/models/ChatMessage.kt

@@ -117,6 +117,19 @@ data class PerformanceSummary(
     val successRate: Double = 1.0,
 )
 
+/**
+ * App-local tool call info.
+ * Matches iOS ToolCallInfo exactly.
+ */
+@Serializable
+data class ToolCallInfo(
+    val toolName: String,
+    val arguments: String,  // JSON string for display
+    val result: String? = null,  // JSON string for display
+    val success: Boolean,
+    val error: String? = null,
+)
+
 /**
  * App-specific ChatMessage for conversations.
  * Self-contained with app-local types.
@@ -130,6 +143,7 @@ data class ChatMessage(
     val timestamp: Long = System.currentTimeMillis(),
     val analytics: MessageAnalytics? = null,
     val modelInfo: MessageModelInfo? = null,
+    val toolCallInfo: ToolCallInfo? = null,
     val metadata: Map<String, String>? = null,
 ) {
     val isFromUser: Boolean get() = role == MessageRole.USER
@@ -158,6 +172,7 @@ data class ChatMessage(
             thinkingContent: String? = null,
             analytics: MessageAnalytics? = null,
             modelInfo: MessageModelInfo? = null,
+            toolCallInfo: ToolCallInfo? = null,
             metadata: Map<String, String>? = null,
         ): ChatMessage =
             ChatMessage(
@@ -166,6 +181,7 @@ data class ChatMessage(
                 thinkingContent = thinkingContent,
                 analytics = analytics,
                 modelInfo = modelInfo,
+                toolCallInfo = toolCallInfo,
                 metadata = metadata,
             )
 

examples/android/RunAnywhereAI/app/src/main/java/com/runanywhere/runanywhereai/presentation/chat/ChatScreen.kt

@@ -49,11 +49,13 @@ import com.runanywhere.runanywhereai.data.ConversationStore
 import com.runanywhere.runanywhereai.domain.models.ChatMessage
 import com.runanywhere.runanywhereai.domain.models.Conversation
 import com.runanywhere.runanywhereai.domain.models.MessageRole
+import com.runanywhere.runanywhereai.presentation.settings.ToolSettingsViewModel
 import com.runanywhere.runanywhereai.presentation.chat.components.MarkdownText
 import com.runanywhere.runanywhereai.presentation.chat.components.ModelLoadedToast
 import com.runanywhere.runanywhereai.presentation.chat.components.ModelRequiredOverlay
 import com.runanywhere.runanywhereai.util.getModelLogoResIdForName
 import com.runanywhere.runanywhereai.ui.theme.AppColors
+import android.app.Application
 import com.runanywhere.runanywhereai.ui.theme.AppTypography
 import com.runanywhere.runanywhereai.ui.theme.Dimensions
 import kotlinx.coroutines.launch
@@ -221,6 +223,20 @@ fun ChatScreen(viewModel: ChatViewModel = viewModel()) {
                 }
             }
 
+            // Tool calling indicator - matching iOS
+            val toolContext = LocalContext.current
+            val application = toolContext.applicationContext as Application
+            val toolSettingsViewModel = remember { ToolSettingsViewModel.getInstance(application) }
+            val toolState by toolSettingsViewModel.uiState.collectAsStateWithLifecycle()
+
+            AnimatedVisibility(
+                visible = toolState.toolCallingEnabled && toolState.registeredTools.isNotEmpty(),
+                enter = fadeIn() + expandVertically(),
+                exit = fadeOut() + shrinkVertically(),
+            ) {
+                ToolCallingBadge(toolCount = toolState.registeredTools.size)
+            }
+
             // ModelRequiredOverlay when no model - animated circles + Get Started
             if (!uiState.isModelLoaded && !uiState.isGenerating) {
                 ModelRequiredOverlay(
@@ -554,6 +570,8 @@ fun MessageBubbleView(
     isGenerating: Boolean = false,
     modifier: Modifier = Modifier,
 ) {
+    var showToolCallSheet by remember { mutableStateOf(false) }
+
     val alignment =
         if (message.role == MessageRole.USER) {
             Arrangement.End
@@ -595,6 +613,15 @@ fun MessageBubbleView(
                 Spacer(modifier = Modifier.height(Dimensions.small))
             }
 
+            // Tool call indicator (for assistant messages with tool calls) - matching iOS
+            if (message.role == MessageRole.ASSISTANT && message.toolCallInfo != null) {
+                com.runanywhere.runanywhereai.presentation.chat.components.ToolCallIndicator(
+                    toolCallInfo = message.toolCallInfo,
+                    onTap = { showToolCallSheet = true },
+                )
+                Spacer(modifier = Modifier.height(Dimensions.small))
+            }
+
             // Thinking toggle (if thinking content exists)
             message.thinkingContent?.let { thinking ->
                 ThinkingToggle(
@@ -754,6 +781,14 @@ fun MessageBubbleView(
             Spacer(modifier = Modifier.width(Dimensions.messageBubbleMinSpacing))
         }
     }
+
+    // Tool call detail sheet - matching iOS
+    if (showToolCallSheet && message.toolCallInfo != null) {
+        com.runanywhere.runanywhereai.presentation.chat.components.ToolCallDetailSheet(
+            toolCallInfo = message.toolCallInfo,
+            onDismiss = { showToolCallSheet = false },
+        )
+    }
 }
 
 // Helper function to format timestamp
@@ -1241,6 +1276,42 @@ fun EmptyStateView() {
 // MODEL SELECTION PROMPT
 // ====================
 
+/**
+ * Tool calling indicator badge - matching iOS ChatInterfaceView toolCallingBadge
+ */
+@Composable
+fun ToolCallingBadge(toolCount: Int) {
+    Row(
+        modifier = Modifier
+            .fillMaxWidth()
+            .padding(horizontal = Dimensions.mediumLarge, vertical = Dimensions.small),
+        horizontalArrangement = Arrangement.Center,
+    ) {
+        Row(
+            modifier = Modifier
+                .background(
+                    color = AppColors.primaryAccent.copy(alpha = 0.1f),
+                    shape = RoundedCornerShape(6.dp)
+                )
+                .padding(horizontal = 10.dp, vertical = 4.dp),
+            verticalAlignment = Alignment.CenterVertically,
+            horizontalArrangement = Arrangement.spacedBy(6.dp),
+        ) {
+            Icon(
+                imageVector = Icons.Default.Build,
+                contentDescription = "Tools enabled",
+                modifier = Modifier.size(10.dp),
+                tint = AppColors.primaryAccent,
+            )
+            Text(
+                text = "Tools enabled ($toolCount)",
+                style = AppTypography.caption2,
+                color = AppColors.primaryAccent,
+            )
+        }
+    }
+}
+
 @Composable
 fun ModelSelectionPrompt(onSelectModel: () -> Unit) {
     Surface(