Introducing LLMs, RAGs, and Neo4j Knowledge Graphs
Artificial Intelligence (AI) is evolving beyond niche and specialized fields to become more accessible and able to assist with day-to-day tasks. One of the best examples is the explosive advent of Generative AI (GenAI). In the last few years, GenAI has created a lot of excitement both for technology builders and regular users with its ease of use and ability to understand and answer questions the way humans can. The breakthroughs in Large Language Models (LLMs) have propelled GenAI to the forefront. This has opened up a lot of opportunities for businesses to change how they interact with their customers. Customers can ask a question in natural language and get an answer without needing a human to be available to understand the question or understand the data to extract intelligence from it. While GenAI has taken big strides in different fields with different modalities, such as text, audio, and video, our focus throughout this book...
