Retrieval Augmented Generation - Understanding Semantic Search and LLM-Based Text Generation

Learn about Retrieval Augmented Generation (RAG) in this conference talk from Data Science Conference Europe 2023, where speakers explore how to combine semantic search with LLM-based text generation for more accurate and reliable AI responses. Discover the fundamental concepts behind semantic search, understand how RAG systems compare natural language queries against knowledge bases, and explore available libraries and vector databases that support this technology. Gain insights into how RAG helps limit AI hallucination by grounding responses in trustworthy source material, presented by experts Spela Poklukar and Tea Brasanac during their session in Belgrade.