Concepts

Explore fundamental and advanced concepts in Machine Learning and AI. Each concept includes explanations, formulas, and visualizations to help you understand the underlying principles.

Embedding

beginner

Vector representations of text, images, or other data in a continuous space.

fundamentals

Generate Function

beginner

Functions that generate text, images, or other content using language models.

fundamentals

RAG (Retrieval-Augmented Generation)

intermediate

Combining retrieval from knowledge bases with language model generation for accurate, context-aware responses.

architecture

Depends on: embedding, generate-function