Category: General

  • Agentic RAG: A Complete Guide to Agent-Based Retrieval Augmented Generation

    Agentic RAG: A Complete Guide to Agent-Based Retrieval Augmented Generation

    Understanding Agentic RAG: The Evolution of Information Retrieval Retrieval Augmented Generation (RAG) has undergone a significant transformation with the emergence of Agentic RAG, representing a leap forward in how AI systems process and interact with information. Traditional RAG systems, while effective for straightforward information retrieval and generation tasks, operate in a relatively passive manner –…

  • Retrieval Augmented Generation Example

    Retrieval Augmented Generation Example

    Retrieval-Augmented Generation Example for Backend Software Engineers Retrieval-Augmented Generation (RAG) is an innovative approach that combines the strengths of retrieval-based and generation-based models to enhance the performance of natural language processing (NLP) tasks. This article delves into the intricacies of RAG, providing a comprehensive understanding tailored for backend software engineers. We will explore the architecture,…

  • What is a rag system in AI?

    What is a rag system in AI?

    In the rapidly evolving landscape of artificial intelligence (AI), one of the most significant advancements in recent years has been the development and implementation of Retrieval-Augmented Generation (RAG) systems. These systems represent a paradigm shift in how AI models interact with and generate information, offering a more nuanced, accurate, and contextually relevant output than ever…

  • What Is Retrieval-Augmented Generation (RAG)?

    What Is Retrieval-Augmented Generation (RAG)?

    Introduction to Retrieval-Augmented Generation In the rapidly evolving landscape of artificial intelligence (AI), a groundbreaking innovation known as Retrieval-Augmented Generation (RAG) is setting new benchmarks in the realm of Natural Language Processing (NLP). At its core, RAG is a sophisticated technique that synergizes the strengths of retrieval models and generative models to produce text that…

  • RAG 101: How Retrieval Augmented Generation is Revolutionizing Enterprise Information Retrieval

    RAG 101: How Retrieval Augmented Generation is Revolutionizing Enterprise Information Retrieval

    Welcome to the inaugural post on the Rag About It blog! As a new technical writer here, I’m excited to dive into the fascinating world of Retrieval Augmented Generation (RAG) and explore how this cutting-edge AI technology is transforming the way enterprises handle information retrieval. In this “RAG 101” post, we’ll break down the basics…