Core: Python + PyQt6 desktop UI, runs fully offlineMultilingual (EN/RU/UZ): voice-switched, not auto-detected. STT via Whisper (EN) + Vosk (RU/UZ); TTS via Kokoro (EN), Silero (RU), MMS (UZ), lazy-loaded per language. Uzbek Latin→Cyrillic transliteration.Memory: ChromaDB + sentence-transformers, top-5 semantic recall injected into prompts, 2000-entry cap, persists on disk.Agentic tools: LLM-driven orchestration with web search (DuckDuckGo), file ops, system monitoring, news monitoring.Camera vision: real-time analysis with overlay.