Artificial Intelligence

Agents, reasoning systems, and the protocols that connect models to the world.

3 articles

AI Agents Model Context Protocol Retrieval-Augmented Generation

Model Context Protocol

Connecting models to tools and data via MCP.

Build an MCP Server From Scratch in Python

A hands-on tutorial: build a Model Context Protocol server with FastMCP that gives any AI client full CRUD over a todo list backed by a CSV file — then connect it to Claude.

2 minsRead

Artificial Intelligence

beginnerguide

What Is the Model Context Protocol?

MCP is the USB-C of AI applications — a single open protocol that lets any model talk to any tool or data source. Here's the mental model.

1 minRead

Retrieval-Augmented Generation

Grounding models in external knowledge.

Artificial Intelligence

intermediatetutorial

Build a RAG Pipeline From Scratch in Python

A complete, step-by-step tutorial: build a Retrieval-Augmented Generation system over your own documents using ChromaDB, sentence-transformers, and OpenAI — then measure its quality.

2 minsRead