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AI for Beginners
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Going Deeper

Intermediate

Concepts like RAG, embeddings, and fine-tuning, explained clearly.

Start with “What is RAG?”
  1. 1

    What is RAG?

    RAG is a way of giving AI a reference library to check before it answers, so it works from real documents rather than memory alone. In this guide you will learn what it is, how it works at a high level, and why it makes AI answers more trustworthy.

    Intermediate4 min read
  2. 2

    What are embeddings?

    Embeddings turn text into coordinates, so that pieces of text with similar meanings end up sitting close together. In this guide you will learn what that means, why it is so useful, and how it quietly powers search and RAG.

    Intermediate4 min read