Norah Sakal

norahsakal.com

Step-by-step tutorials for developers building AI chatbots and agents. Learn GPT models, embeddings, vector databases, and retrieval-augmented generation (RAG) systems. Solve chatbot issues, handle complex queries, and enhance e-commerce tools with practical AI examples and code.

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MCP vs. API Explained

2025186 points117 comments AI & Machine Learning details

Model Context Protocol (MCP) is an open standard that connects AI models to tools and data sources efficiently. This guide breaks down MCP’s architecture, benefits, and how it differs from traditional APIs