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  1. 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 …

  2. 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 …

  3. 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 …

  4. 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.

  5. 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.

  6. 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 …

  7. 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 …

  8. 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...

  9. 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.

  10. 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.