The Nuanced Perspective

Day 5: What Is MCP and Why Should You Care?

This article introduces the Model Context Protocol (MCP), a standardized format for providing LLMs with all necessary information – tasks, tools, data, and memory – in a structured…

Day 4: What Is RAG, and What Does It Mean to Make It Agentic?

This article explains Retrieval-Augmented Generation (RAG), a key technique for enterprise AI applications. RAG enhances Large Language Models (LLMs) by retrieving relevant data fr…

MCP: Overhyped, Misunderstood, and Actually Useful

This article clarifies that Model Context Protocol (MCP) isn’t revolutionary, but a standardization effort for connecting Large Language Models (LLMs) to tools and data. While conn…