
Retrieval-augmented generation - Wikipedia
Retrieval-augmented generation Retrieval-augmented generation (RAG) is a technique that enables large language models (LLMs) to retrieve and incorporate new information from external data …
What is RAG? - Retrieval-Augmented Generation AI Explained - AWS
Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before …
What is Retrieval-Augmented Generation (RAG) - GeeksforGeeks
Oct 8, 2025 · Retrieval-Augmented Generation (RAG) is an advanced AI framework that combines information retrieval with text generation models like GPT to produce more accurate and up-to-date …
What is RAG? | Microsoft Azure
Learn about retrieval-augmented generation (RAG), an AI framework that combines retrieval-based and generative models to produce more accurate responses.
What Is Retrieval-Augmented Generation aka RAG? - NVIDIA Blogs
Jan 31, 2025 · Retrieval-augmented generation (RAG) is a technique for enhancing the accuracy and reliability of generative AI models with facts fetched from external sources.
Simple RAG Explained: A Beginner’s Guide to Retrieval-Augmented ...
RAG stands for Retrieval-Augmented Generation. Think of it as giving your AI a specific relevant documents (or chunks) that it can quickly scan through to find relevant information before answering …
What is retrieval augmented generation (RAG)? - IBM
Retrieval augmented generation, or RAG, is an architecture for optimizing the performance of an artificial intelligence (AI) model by connecting it with external knowledge bases. RAG helps large language …
What is Retrieval-Augmented Generation (RAG)? | Google Cloud
RAG (Retrieval-Augmented Generation) is an AI framework that combines the strengths of traditional information retrieval systems (such as search and databases) with the capabilities of generative...
Understanding RAG (Retrieval-Augmented Generation) - Telerik
1 day ago · Rather than relying on general knowledge, RAG allows you to connect a model to specific reference sources, so your AI can provide more accurate, relevant info.
What is RAG in simple terms? - ThinkAutomation
2 days ago · What is RAG in simple terms? Discover how RAG AI improves accuracy, trust, and efficiency in workflow automation systems.