Language Models and Agents

An overview of how Large Language Models (LLMs) are evolving into intelligent agents. The article details fundamental concepts such as prompts, RAG, and tool calling, explains the ReAct reasoning loop, and provides an introduction to building and connecting agents using frameworks like LangChain and standards like the Model Context Protocol (MCP).