AI agents, often perceived as magical, are actually a sophisticated blend of technologies, according to Lookonchain, a chain analysis platform. These agents integrate large language models, context, embeddings, vector databases, LangChain, LangGraph, MCP, and high-quality prompts. This combination significantly enhances efficiency, reducing tasks like file retrieval from 30 minutes to just 30 seconds.