LangGraph vs RAG vs Deep Agents: Building Financial Research AI Systems

LangGraph gives you structure; RAG gives you truth; Deep Agents give you autonomy. We compare a standard LangGraph workflow against an advanced ‘Deep RAG’ architecture to see which performs better for complex financial research tasks.