Fixes ios

engines/llamacpp/rac_vlm_llamacpp.cpp

@@ -66,6 +66,7 @@ enum class VLMModelType {
     SmolVLM,  // SmolVLM uses "User:" / "Assistant:" format
     Qwen2VL,  // Qwen2-VL uses chatml with <|im_start|>user format
     LLaVA,    // LLaVA uses "USER:" / "ASSISTANT:" format
+    LFM2VL,   // Liquid LFM2-VL uses <|startoftext|> + ChatML + <image>
     Generic   // Generic chatml fallback
 };
 
@@ -226,6 +227,17 @@ std::string format_vlm_prompt_manual(const std::string& user_content, const char
             formatted += user_content;
             formatted += "\nASSISTANT:";
             break;
+        case VLMModelType::LFM2VL:
+            formatted = "<|startoftext|>";
+            if (effective_system) {
+                formatted += "<|im_start|>system\n";
+                formatted += effective_system;
+                formatted += "<|im_end|>\n";
+            }
+            formatted += "<|im_start|>user\n";
+            formatted += user_content;
+            formatted += "<|im_end|>\n<|im_start|>assistant\n";
+            break;
         case VLMModelType::Qwen2VL:
         case VLMModelType::Generic:
         case VLMModelType::Unknown:
@@ -293,6 +305,11 @@ VLMModelType detect_vlm_model_type(llama_model* model) {
             RAC_LOG_DEBUG(LOG_CAT, "Detected SmolVLM model type from architecture");
             return VLMModelType::SmolVLM;
         }
+        if (arch.find("lfm2") != std::string::npos &&
+            (arch.find("vl") != std::string::npos || arch.find("vision") != std::string::npos)) {
+            RAC_LOG_DEBUG(LOG_CAT, "Detected LFM2-VL model type from architecture");
+            return VLMModelType::LFM2VL;
+        }
     }
 
     // Fallback: model name metadata when architecture is missing or generic
@@ -319,6 +336,11 @@ VLMModelType detect_vlm_model_type(llama_model* model) {
             RAC_LOG_DEBUG(LOG_CAT, "Detected LLaVA model type from name");
             return VLMModelType::LLaVA;
         }
+        if (name.find("lfm2-vl") != std::string::npos || name.find("lfm2vl") != std::string::npos ||
+            (name.find("lfm2") != std::string::npos && name.find("vl") != std::string::npos)) {
+            RAC_LOG_DEBUG(LOG_CAT, "Detected LFM2-VL model type from name");
+            return VLMModelType::LFM2VL;
+        }
     }
 
     // Final fallback: chat-template sniffing for SmolVLM-style models that

examples/ios/RunAnywhereAI/AGENTS.md

@@ -64,7 +64,7 @@ See `docs/RELEASE_INSTRUCTIONS.md`. Key step: after building, run `./scripts/pat
 | 0 | `ChatInterfaceView` | LLM chat with tool calling, LoRA, analytics |
 | 1 | `VisionHubView` | VLM camera |
 | 2 | `VoiceAssistantView` | Full voice agent (STT + LLM + TTS pipeline) |
-| 3 | `MoreHubView` | RAG, STT, TTS, VAD, Storage, Solutions, Voice Keyboard |
+| 3 | `MoreHubView` | RAG, STT, TTS, VAD, Storage, Voice Keyboard |
 | 4 | `CombinedSettingsView` | Generation params, API keys, tools, storage |
 
 > **Deferred backends.** MetalRT and Diffusion (image generation)
@@ -126,7 +126,6 @@ RunAnywhereAI/
 │   ├── Models/                         # Model browser/downloader (7 files)
 │   ├── Storage/                        # Disk usage management (2 files)
 │   ├── Settings/                       # App configuration (3 files)
-│   └── Solutions/                      # YAML pipeline demo (1 file)
 ├── Shared/
 │   ├── SharedConstants.swift           # IPC keys, Darwin notification names, URL scheme
 │   └── SharedDataBridge.swift          # App Group UserDefaults + Darwin CFNotificationCenter
@@ -262,10 +261,6 @@ Deterministic performance testing across 4 modalities (LLM, STT, TTS, VLM). Each
 
 `ToolSettingsViewModel`: registers/clears demo tools via `RunAnywhere.registerTool(definition:executor:)`. Includes `SafeMathEvaluator` (recursive-descent parser) for the `calculate` tool.
 
-### 13. Solutions (`Features/Solutions/`)
-
-Minimal demo of `RunAnywhere.solutions.run(yaml:)` — the SDK's declarative pipeline API. Two hardcoded YAML strings (voice agent, RAG) submitted to SDK, lifecycle callbacks logged.
-
 ---
 
 ## Markdown Rendering Pipeline

examples/ios/RunAnywhereAI/RunAnywhereAI/App/ContentView.swift

@@ -167,17 +167,6 @@ struct MoreHubView: View {
                         )
                     }
 
-                    NavigationLink {
-                        SolutionsView()
-                    } label: {
-                        FeatureRow(
-                            icon: "square.stack.3d.up",
-                            iconColor: .teal,
-                            title: "Solutions",
-                            subtitle: "Run prepackaged pipelines from YAML"
-                        )
-                    }
-
                     #if os(iOS)
                     NavigationLink {
                         VoiceDictationManagementView()

examples/ios/RunAnywhereAI/RunAnywhereAI/Features/Voice/VoiceAgentViewModel.swift

@@ -561,22 +561,47 @@ final class VoiceAgentViewModel: ObservableObject {
         case let .error(err):
             logger.error("Voice agent error: \(err.message)")
             errorMessage = err.message
+            sessionState = .error(err.message)
+            currentStatus = "Error"
+
+        case let .sessionError(err):
+            logger.error("Voice session error: \(err.message)")
+            errorMessage = err.message
+            if !err.recoverable {
+                sessionState = .error(err.message)
+                currentStatus = "Error"
+            }
+
+        case .sessionStopped:
+            sessionState = .disconnected
+            currentStatus = "Ready"
+            audioLevel = 0
+            isSpeechDetected = false
+
+        case .sessionStarted:
+            sessionState = .listening
+            currentStatus = "Listening..."
+
+        case .agentResponseStarted:
+            assistantResponse = ""
+            currentTranscript = ""
+
+        case .agentResponseCompleted:
+            sessionState = .listening
+            currentStatus = "Listening..."
+
+        case let .audioLevel(level):
+            audioLevel = min(max(level.rms, 0), 1)
 
         case .wakewordDetected:
             sessionState = .listening
             currentStatus = "Listening..."
             isSpeechDetected = false
 
         case .interrupted, .metrics, .none:
-            // No UX-visible effect for these arms today.
             break
 
-        // The regenerated RAVoiceEvent payload added new arms; we do not
-        // surface them in the UI yet, so they are intentionally folded into
-        // the same no-op bucket as .interrupted / .metrics.
-        case .componentStateChanged, .sessionError, .sessionStarted,
-             .sessionStopped, .agentResponseStarted, .agentResponseCompleted,
-             .speechTurnDetection, .turnLifecycle:
+        case .componentStateChanged, .speechTurnDetection, .turnLifecycle:
             break
         default:
             break