feat: implementation of multimodal runner

apps/llm/app.json

@@ -55,7 +55,8 @@
       },
       "entitlements": {
         "com.apple.developer.kernel.increased-memory-limit": true
-      }
+      },
+      "appleTeamId": "B357MU264T"
     },
     "android": {
       "adaptiveIcon": {

apps/llm/app/_layout.tsx

@@ -89,6 +89,14 @@ export default function _layout() {
             headerTitleStyle: { color: ColorPalette.primary },
           }}
         />
+        <Drawer.Screen
+          name="multimodal_llm/index"
+          options={{
+            drawerLabel: 'Multimodal LLM (VLM)',
+            title: 'Multimodal LLM',
+            headerTitleStyle: { color: ColorPalette.primary },
+          }}
+        />
         <Drawer.Screen
           name="index"
           options={{

apps/llm/app/index.tsx

@@ -35,6 +35,12 @@ export default function Home() {
         >
           <Text style={styles.buttonText}>Voice Chat</Text>
         </TouchableOpacity>
+        <TouchableOpacity
+          style={styles.button}
+          onPress={() => router.navigate('multimodal_llm/')}
+        >
+          <Text style={styles.buttonText}>Multimodal LLM (VLM)</Text>
+        </TouchableOpacity>
       </View>
     </View>
   );

apps/llm/app/multimodal_llm/index.tsx

@@ -0,0 +1,310 @@
+import { useContext, useEffect, useRef, useState } from 'react';
+import {
+  Image,
+  Keyboard,
+  KeyboardAvoidingView,
+  Platform,
+  StyleSheet,
+  Text,
+  TextInput,
+  TouchableOpacity,
+  TouchableWithoutFeedback,
+  View,
+} from 'react-native';
+import { launchImageLibrary } from 'react-native-image-picker';
+import { useIsFocused } from '@react-navigation/native';
+import { useLLM, LFM2_VL_1_6B_QUANTIZED } from 'react-native-executorch';
+import SendIcon from '../../assets/icons/send_icon.svg';
+import PauseIcon from '../../assets/icons/pause_icon.svg';
+import ColorPalette from '../../colors';
+import Messages from '../../components/Messages';
+import Spinner from '../../components/Spinner';
+import { GeneratingContext } from '../../context';
+
+export default function MultimodalLLMScreenWrapper() {
+  const isFocused = useIsFocused();
+  return isFocused ? <MultimodalLLMScreen /> : null;
+}
+
+function MultimodalLLMScreen() {
+  const [imageUri, setImageUri] = useState<string | null>(null);
+  const [userInput, setUserInput] = useState('');
+  const [isTextInputFocused, setIsTextInputFocused] = useState(false);
+  const textInputRef = useRef<TextInput>(null);
+  const { setGlobalGenerating } = useContext(GeneratingContext);
+
+  const vlm = useLLM({
+    model: LFM2_VL_1_6B_QUANTIZED,
+  });
+
+  useEffect(() => {
+    setGlobalGenerating(vlm.isGenerating);
+  }, [vlm.isGenerating, setGlobalGenerating]);
+
+  useEffect(() => {
+    if (vlm.error) console.error('MultimodalLLM error:', vlm.error);
+  }, [vlm.error]);
+
+  const pickImage = async () => {
+    const result = await launchImageLibrary({ mediaType: 'photo' });
+    if (result.assets && result.assets.length > 0) {
+      const uri = result.assets[0]?.uri;
+      if (uri) setImageUri(uri);
+    }
+  };
+
+  const sendMessage = async () => {
+    if (!userInput.trim() || vlm.isGenerating) return;
+    const text = userInput.trim();
+    setUserInput('');
+    textInputRef.current?.clear();
+    Keyboard.dismiss();
+    const currentImageUri = imageUri;
+    setImageUri(null);
+    try {
+      await vlm.sendMessage(
+        text,
+        currentImageUri ? { imagePath: currentImageUri } : undefined
+      );
+    } catch (e) {
+      console.error('Generation error:', e);
+    }
+  };
+
+  if (!vlm.isReady) {
+    return (
+      <Spinner
+        visible={!vlm.isReady}
+        textContent={
+          vlm.error
+            ? `Error: ${vlm.error.message}`
+            : `Loading model ${(vlm.downloadProgress * 100).toFixed(0)}%`
+        }
+      />
+    );
+  }
+
+  return (
+    <TouchableWithoutFeedback onPress={Keyboard.dismiss}>
+      <KeyboardAvoidingView
+        style={styles.container}
+        collapsable={false}
+        behavior={Platform.OS === 'ios' ? 'padding' : undefined}
+        keyboardVerticalOffset={Platform.OS === 'ios' ? 120 : 40}
+      >
+        <View style={styles.container}>
+          {vlm.messageHistory.length ? (
+            <View style={styles.chatContainer}>
+              <Messages
+                chatHistory={vlm.messageHistory}
+                llmResponse={vlm.response}
+                isGenerating={vlm.isGenerating}
+                deleteMessage={vlm.deleteMessage}
+              />
+            </View>
+          ) : (
+            <View style={styles.helloMessageContainer}>
+              <Text style={styles.helloText}>Hello! 👋</Text>
+              <Text style={styles.bottomHelloText}>
+                Pick an image and ask me anything about it.
+              </Text>
+            </View>
+          )}
+
+          {/* Image thumbnail strip */}
+          {imageUri && (
+            <TouchableOpacity
+              style={styles.imageThumbnailContainer}
+              onPress={pickImage}
+            >
+              <Image
+                source={{ uri: imageUri }}
+                style={styles.imageThumbnail}
+                resizeMode="cover"
+              />
+              <Text style={styles.imageThumbnailHint}>Tap to change</Text>
+            </TouchableOpacity>
+          )}
+
+          <View style={styles.bottomContainer}>
+            {/* Image picker button */}
+            <TouchableOpacity
+              style={styles.imageButton}
+              onPress={pickImage}
+              disabled={vlm.isGenerating}
+            >
+              <Text style={styles.imageButtonText}>📷</Text>
+            </TouchableOpacity>
+
+            <TextInput
+              autoCorrect={false}
+              ref={textInputRef}
+              onFocus={() => setIsTextInputFocused(true)}
+              onBlur={() => setIsTextInputFocused(false)}
+              style={[
+                styles.textInput,
+                {
+                  borderColor: isTextInputFocused
+                    ? ColorPalette.blueDark
+                    : ColorPalette.blueLight,
+                },
+              ]}
+              placeholder={imageUri ? 'Ask about the image…' : 'Your message'}
+              placeholderTextColor="#C1C6E5"
+              multiline
+              onChangeText={setUserInput}
+            />
+
+            {userInput.trim() && !vlm.isGenerating && (
+              <TouchableOpacity
+                style={styles.sendChatTouchable}
+                onPress={sendMessage}
+              >
+                <SendIcon height={24} width={24} padding={4} margin={8} />
+              </TouchableOpacity>
+            )}
+            {vlm.isGenerating && (
+              <TouchableOpacity
+                style={styles.sendChatTouchable}
+                onPress={vlm.interrupt}
+              >
+                <PauseIcon height={24} width={24} padding={4} margin={8} />
+              </TouchableOpacity>
+            )}
+          </View>
+        </View>
+      </KeyboardAvoidingView>
+    </TouchableWithoutFeedback>
+  );
+}
+
+const styles = StyleSheet.create({
+  // Setup phase
+  setupContainer: {
+    flex: 1,
+    padding: 24,
+    backgroundColor: '#fff',
+    justifyContent: 'center',
+  },
+  setupTitle: {
+    fontSize: 20,
+    fontFamily: 'medium',
+    color: ColorPalette.primary,
+    marginBottom: 8,
+  },
+  setupHint: {
+    fontSize: 13,
+    fontFamily: 'regular',
+    color: ColorPalette.blueDark,
+    marginBottom: 32,
+    lineHeight: 18,
+  },
+  filePickerRow: {
+    flexDirection: 'row',
+    alignItems: 'center',
+    borderWidth: 1,
+    borderColor: ColorPalette.blueLight,
+    borderRadius: 10,
+    padding: 14,
+    marginBottom: 12,
+    backgroundColor: '#fafbff',
+  },
+  filePickerInfo: { flex: 1 },
+  filePickerLabel: {
+    fontSize: 12,
+    fontFamily: 'medium',
+    color: ColorPalette.blueDark,
+    marginBottom: 2,
+  },
+  filePickerValue: { fontSize: 14, fontFamily: 'regular' },
+  filePickerValueSet: { color: ColorPalette.primary },
+  filePickerValueEmpty: { color: ColorPalette.blueLight },
+  filePickerChevron: {
+    fontSize: 24,
+    color: ColorPalette.blueLight,
+    marginLeft: 8,
+  },
+  loadButton: {
+    marginTop: 16,
+    backgroundColor: ColorPalette.strongPrimary,
+    borderRadius: 10,
+    padding: 14,
+    alignItems: 'center',
+  },
+  loadButtonDisabled: { backgroundColor: ColorPalette.blueLight },
+  loadButtonText: { color: '#fff', fontFamily: 'medium', fontSize: 15 },
+
+  // Chat phase
+  container: { flex: 1 },
+  chatContainer: { flex: 10, width: '100%' },
+  helloMessageContainer: {
+    flex: 10,
+    width: '100%',
+    alignItems: 'center',
+    justifyContent: 'center',
+  },
+  helloText: {
+    fontFamily: 'medium',
+    fontSize: 30,
+    color: ColorPalette.primary,
+  },
+  bottomHelloText: {
+    fontFamily: 'regular',
+    fontSize: 20,
+    lineHeight: 28,
+    textAlign: 'center',
+    color: ColorPalette.primary,
+    paddingHorizontal: 24,
+  },
+  imageThumbnailContainer: {
+    flexDirection: 'row',
+    alignItems: 'center',
+    paddingHorizontal: 16,
+    paddingVertical: 6,
+    gap: 8,
+  },
+  imageThumbnail: {
+    width: 48,
+    height: 48,
+    borderRadius: 8,
+    borderWidth: 1,
+    borderColor: ColorPalette.blueLight,
+  },
+  imageThumbnailHint: {
+    fontSize: 12,
+    fontFamily: 'regular',
+    color: ColorPalette.blueDark,
+  },
+  bottomContainer: {
+    height: 100,
+    width: '100%',
+    flexDirection: 'row',
+    justifyContent: 'space-between',
+    alignItems: 'center',
+    paddingHorizontal: 16,
+  },
+  imageButton: {
+    width: 40,
+    height: 40,
+    justifyContent: 'center',
+    alignItems: 'center',
+    marginRight: 4,
+  },
+  imageButtonText: { fontSize: 22 },
+  textInput: {
+    flex: 1,
+    borderWidth: 1,
+    borderRadius: 8,
+    lineHeight: 19.6,
+    fontFamily: 'regular',
+    fontSize: 14,
+    color: ColorPalette.primary,
+    padding: 16,
+  },
+  sendChatTouchable: {
+    height: '100%',
+    width: 48,
+    justifyContent: 'center',
+    alignItems: 'flex-end',
+  },
+});