Category: AI
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From RAG to RAFT: My Journey to a Smarter Reasoning LLM
When I first experimented with Retrieval-Augmented Generation (RAG), it felt like giving a language model access to the internet – suddenly it could pull facts, names, and numbers from external data instead of hallucinating them. It was fast, accurate (most of the time), and deeply satisfying to watch.But then came the tricky questions – the…
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Building an Automation Powerhouse: AI Agents, MCP, and n8n
In recent years, AI has evolved from simple chatbots into complex agents capable of planning, reasoning, and performing tasks autonomously. But to transform these AI agents into powerful, real-world automation tools, they need to interact with the outside world through clear and scalable channels. That’s where n8n and the Model Context Protocol (MCP) come into…
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A Beginner’s Guide to Model Context Protocol (MCP): Connecting AI to the Real World
Hey there, If you’ve been dipping your toes into the world of AI, you’ve probably heard about how powerful large language models (LLMs) like Claude or GPT can be. They can write code, answer questions, and even chat like a friend. But here’s the catch: on their own, these models are like super-smart brains without…