GenAI: Vector Databases and RAG for Javascripters

Colombia Javascript Community The talk will cover how Large Language Models (LLMs) function, including how they "reason" and understand information. We will delve into text embeddings: what they are, how they are computed, and how they can be graphically represented. Additionally, we will explore how to use these embeddings with vector databases to develop applications, such as search functionalities, and briefly touch on Retrieval-Augmented Generation.