Retrieval Augmented Generation (RAG)

Decorative image of a RAG pipeline.
May 08, 2024

Tips for Building a RAG Pipeline with NVIDIA AI LangChain AI Endpoints

Retrieval-augmented generation (RAG) is a technique that combines information retrieval with a set of carefully designed system prompts to provide more...
13 MIN READ
nearly 100 training labs from GTC available on demand
May 07, 2024

NVIDIA GTC Training Labs On Demand Available Now

Missed GTC or want to replay your favorite training labs? Find it on demand with the NVIDIA GTC Training Labs playlist.
1 MIN READ
Apr 23, 2024

Webinar: Enhance LLMs with RAG and Accelerate Enterprise AI with Pure Storage and NVIDIA

Join Pure Storage and NVIDIA on April 25 to discover the benefits of enhancing LLMs with RAG for enterprise-scale generative AI applications.
1 MIN READ
Stylized image of a RAG pipeline.
Apr 05, 2024

Explainer: What Is Retrieval-Augmented Generation?

Retrieval-augmented generation enhances large language model prompts with relevant data for more practical, accurate responses.
1 MIN READ
Illustration representing AI Workbench.
Mar 21, 2024

Speed Up Your AI Development: NVIDIA AI Workbench Goes GA

NVIDIA AI Workbench, a toolkit for AI and ML developers, is now generally available as a free download. It features automation that removes roadblocks for...
4 MIN READ
Decorative image of images and text being fed into a computer and resulting in a synthesized output.
Mar 20, 2024

An Easy Introduction to Multimodal Retrieval-Augmented Generation

A retrieval-augmented generation (RAG) application has exponentially higher utility if it can work with a wide variety of data types—tables, graphs, charts,...
12 MIN READ
Decorative image of a RAG pipeline against a black background.
Mar 18, 2024

Scaling Enterprise RAG with Accelerated Ethernet Networking and Networked Storage

In the era of generative AI, where machines are not just learning from data but generating human-like text, images, video, and more, retrieval-augmented...
10 MIN READ
Mar 18, 2024

How to Take a RAG Application from Pilot to Production in Four Steps

Generative AI has the potential to transform every industry. Human workers are already using large language models (LLMs) to explain, reason about, and solve...
9 MIN READ
Feb 29, 2024

Event: Speech and Generative AI Developer Day at NVIDIA GTC 2024

Learn how to build a RAG-powered application with a human voice interface at NVIDIA GTC 2024 Speech and Generative AI Developer Day.
1 MIN READ
Feb 28, 2024

Event: Cybersecurity Developer Day at NVIDIA GTC 2024

Join us on March 20 for Cybersecurity Developer Day at GTC to gain insights on leveraging generative AI for cyber defense.
1 MIN READ
Feb 27, 2024

Video: Build a RAG-Powered Chatbot in Five Minutes

Retrieval-augmented generation (RAG) is exploding in popularity as a technique for boosting large language model (LLM) application performance. From highly...
2 MIN READ
Illustration demonstrating RAG.
Feb 23, 2024

Evaluating Retriever for Enterprise-Grade RAG

The conversation about designing and evaluating Retrieval-Augmented Generation (RAG) systems is a long, multi-faceted discussion. Even when we look at retrieval...
14 MIN READ
Computer-generated image of a canal with bounding boxes for houses, trees, boats, and people.
Feb 21, 2024

Top Computer Vision/Video Analytics Sessions at NVIDIA GTC 2024

Discover the transformative power of computer vision and video analytics at GTC. Dive into cutting-edge techniques such as vision transformers, AI agents,...
1 MIN READ
Feb 21, 2024

Build an LLM-Powered API Agent for Task Execution

Developers have long been building interfaces like web apps to enable users to leverage the core products being built. To learn how to work with data in your...
10 MIN READ
Feb 20, 2024

Build an LLM-Powered Data Agent for Data Analysis

An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or...
11 MIN READ
Retrieval-Augmented Generation Conference Sessions at GTC
Feb 06, 2024

Top Retrieval-Augmented Generation (RAG) Sessions at NVIDIA GTC 2024 Sessions

Join us in-person or virtually and learn about the power of RAG with insights and best practices from experts at NVIDIA, visionary CEOs, data scientists, and...
1 MIN READ