What is RAG (Retrieval Augmented Generation)? What You Need to Know for an End-to-End RAG Project Bünyamin Çağlayan · Follow Published in Arfitect · 15 min read · Just now — Artificial Intelligence and Machine Learning applications are being fed with more data every day. One of the most critical aspects of utilizing such vast amounts of data in these applications is the ability to process the data correctly. People are seeking ways to analyze their data using artificial intelligence, which leads them to encounter RAG. In this article, we will explore the vector databases frequently used in AI applications, how data is converted into vectors and what it actually means, the concept of hallucination in LLMs, what RAG is, and the role of vector databases in RAG applications […]
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