Agentic AI Frameworks & AutoGen LlamaIndex: Building a Multimodal Knowledge Assistant Paper AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation StateFlow: Enhancing LLM Task-Solving through State- Driven Workflows