Can a technology called RAG keep AI models ... - Ars Technica
Jun 6, 2024 · Can a technology called RAG keep AI models from making stuff up? The framework pulls in external sources to enhance accuracy. Does it live up to the hype?
Understanding RAG: A Hitchhiker’s Guide to Making ... - Medium
Nov 29, 2024 · Understanding RAG: A Hitchhiker’s Guide to Making LLMs More Useful (or Not) with Retrieval Augmented Generation Imagine asking an advanced AI system to explain the …
Exploring RAG: Benefits and Challenges Explained
Nov 23, 2024 · This blog contains a few advantages as well as disadvantages of RAG applications. ... Tagged with rag, llm, genai.
How RAG Architecture Overcomes LLM Limitations
May 3, 2024 · Retrieval-augmented generation facilitates a radical makeover of LLMs and real-time AI environments to produce better, more accurate search results.
Unraveling RAG: A non-exhaustive brief to get started — Part 1
Aug 13, 2024 · This post is the first of a two-part series exploring the different types of RAG systems, delving into the critical components of the retrieval stage, and setting the stage for …
Can A Technology Called RAG Keep AI Models From Making Stuff ...
Perhaps the most prominent drawback of LLMs is their tendency toward confabulation [arstechnica.com] (also called “hallucination”), which is a statistical gap-filling phenomenon AI …
Demystifying RAG 2: Obstacles and Strategies
Aug 1, 2024 · Companies like LangChain are exploring innovative ways to combine Retrieval-Augmented Generation (RAG) with extended context capabilities. This integration leverages …