If you’ve been anywhere near the AI development world lately, you’ve probably heard about MCP — the Model Context Protocol. And your first reaction was probably: “Isn’t this just… an API?” Fair question. Both let systems talk to each other. Both move data around. But MCP and APIs solve fundamentally different problems, and once you see […]

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DeepSeek, a powerful open-source LLM, can be easily run locally on your desktop/laptop using Ollama. I’m using an M1 MacBook Pro with 32GB. Ollama simplifies the process of running large language models, handling dependencies and providing a consistent interface. This guide will walk you through installing DeepSeek via Ollama, making it accessible with just a […]

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