Microservices

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Jan 06, 2025

Build a Video Search and Summarization Agent with NVIDIA AI Blueprint

This post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications...
11 MIN READ
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Nov 19, 2024

Building a Generative AI OpenUSD App for Brand-Accurate Marketing Visuals

Today, brands and their creative agencies are under huge strain to create and deliver high-quality, accurate product images at scale, from campaign key visuals...
7 MIN READ
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Oct 28, 2024

Creating RAG-Based Question-and-Answer LLM Workflows at NVIDIA

The rapid development of solutions using retrieval augmented generation (RAG) for question-and-answer LLM workflows has led to new types of system...
11 MIN READ
NVIDIA NeMo Curator icon on a purple background.
Sep 10, 2024

Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator

Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. These models demonstrate...
16 MIN READ
A data curator designed for dataset preparation and enhanced LLM performance.
Jul 31, 2024

Curating Custom Datasets for LLM Parameter-Efficient Fine-Tuning with NVIDIA NeMo Curator

In a recent post, we discussed how to use NVIDIA NeMo Curator to curate custom datasets for pretraining or continuous training use cases of large language...
11 MIN READ
Jun 24, 2024

Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim

As vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
13 MIN READ
Jun 18, 2024

Generate Traffic Insights Using YOLOv8 and NVIDIA JetPack 6.0

Intelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS...
11 MIN READ
Jun 04, 2024

Power Cloud-Native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA

NVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the...
12 MIN READ
Decorative image of a person looking at a chatbot.
Apr 03, 2024

New Lab: Generative AI Inference with NVIDIA NIM

Get started with NVIDIA NIM for deploying large language models (LLMs). Request access to a free, hands-on lab today.
1 MIN READ
Mar 27, 2024

Scale and Curate High-Quality Datasets for LLM Training with NVIDIA NeMo Curator

Enterprises are using large language models (LLMs) as powerful tools to improve operational efficiency and drive innovation. NVIDIA NeMo microservices aim to...
6 MIN READ
Mar 27, 2024

Fine-Tune and Align LLMs Easily with NVIDIA NeMo Customizer

As large language models (LLMs) continue to gain traction in enterprise AI applications, the demand for custom models that can understand and integrate specific...
5 MIN READ
Mar 27, 2024

Streamline Evaluation of LLMs for Accuracy with NVIDIA NeMo Evaluator

Large language models (LLMs) have demonstrated remarkable capabilities, from tackling complex coding tasks to crafting compelling stories to translating natural...
5 MIN READ
Illustration representing NeMo microservices.
Mar 18, 2024

Simplify Custom Generative AI Development with NVIDIA NeMo Microservices

Across the globe, enterprises are realizing the benefits of generative AI models. They are racing to adopt these models in various applications, such as...
5 MIN READ
Mar 18, 2024

Translate Your Enterprise Data into Actionable Insights with NVIDIA NeMo Retriever

Across every industry, and every job function, generative AI is activating the potential within organizations—turning data into knowledge and empowering...
9 MIN READ
An illustration representing NVIDIA NIM.
Mar 18, 2024

NVIDIA NIM Offers Optimized Inference Microservices for Deploying AI Models at Scale

The rise in generative AI adoption has been remarkable. Catalyzed by the launch of OpenAI’s ChatGPT in 2022, the new technology amassed over 100M users within...
6 MIN READ