Generative AI: Retrieval Augmented Generation (RAG) systems

Overview

Comprehensive masterclass on Retrieval Augmented Generation (RAG) systems, covering the fundamentals of combining retrieval mechanisms with large language models to improve accuracy and reduce hallucinations.

Key Topics

• RAG architecture and design patterns
• Embedding models and vector databases
• Chunking strategies and retrieval optimization
• Evaluation metrics and best practices
• Hands-on implementation examples

Event

CIDAI (Centre d’Innovació Digital i Artificial Intelligence) masterclass series focused on advanced AI techniques for professionals and researchers.