MCP in AI stands for Model Context Protocol. It is an open standard, created by Anthropic in 2024, for connecting AI models and agents to external tools and data sources. People call it the USB-C of AI. Before MCP, every model-to-tool connection needed its own custom integration. MCP replaced that with one protocol that works … Read more
RAG in AI stands for retrieval augmented generation. It is a method where a language model pulls relevant documents before it answers, then grounds its response in what it retrieved. The problem it solves is simple. A language model’s knowledge is frozen at training time, and it will invent facts when pressed. RAG fixes both … Read more
AI agents are software systems that pursue a goal on their own. They plan steps, use tools, look at results, and decide what to do next without a human driving each action. This is the main shift from a chatbot. A chatbot answers one prompt. An agent works a task to completion, adjusting as it … Read more