Developer Resources for Retail and CPG

A hub of news, SDKs, technical resources, and more for developers working in the retail and consumer packaged goods (CPG) industry.

A collage of developer resources for the retail and consumer packaged goods (CPG) industry

Applications and SDKs

NVIDIA NeMo for Generative AI

NVIDIA NeMo™ is an end-to-end platform for developing custom generative AI—including large language models (LLMs), multimodal, vision, and speech AI—anywhere. It delivers enterprise-ready models with precise data curation, cutting-edge customization, retrieval-augmented generation (RAG), and accelerated performance.

NVIDIA RAPIDS for Data Science

NVIDIA RAPIDS™, part of NVIDIA CUDA-X™, is an open-source suite of GPU-accelerated data science and AI libraries with APIs that match the most popular open-source data tools, such as pandas, Apache Spark, sci-kit learn, and NetworkX. It accelerates performance by orders of magnitude at scale across data pipelines.

NVIDIA Metropolis for Computer Vision

NVIDIA Metropolis brings powerful SDKs such as NVIDIA TAO, DeepStream, TensorRT™, and Triton™, microservices, and reference workflows to develop and deploy both generative AI and vision AI applications.

NVIDIA ACE for Digital Humans

NVIDIA ACE is a suite of technologies for bringing digital humans to life with generative AI. For example, James is a virtual assistant built with ACE that can provide contextually accurate responses in real time.

NVIDIA MEGA for Virtual Factories

NVIDIA MEGA is a reference architecture that combines NVIDIA Omniverse™, ACE, Metropolis, cuOpt™, and Isaac Sim™ to help developers test and refine industrial automation and generative physical AI in simulation before deploying into real-world factories and wa​​rehouses.

NVIDIA NIM

NVIDIA NIM™, part of NVIDIA AI Enterprise, is a set of easy-to-use microservices designed to accelerate the deployment of generative AI models across the cloud, data center, and workstations. Built on robust foundations, including inference engines like Triton Inference Server, TensorRT, TensorRT-LLM, and PyTorch, NIM is engineered to facilitate seamless AI inferencing at scale.

NVIDIA Retail Shopping Assistant Blueprint

Develop a generative AI-powered shopping assistant that provides interactive customer experiences using retrieval-augmented generation (RAG)—a technique that connects large language models (LLMs) to a company’s enterprise data—and NVIDIA NIM microservices. This workflow example provides an advanced starting point for generating conversational, accurate, and precise responses tailored to consumers.

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A business manager uses NVIDIA Retail Shopping Advisor on the laptop

NVIDIA Omniverse

NVIDIA Omniverse for Digital Twins and Simulation simulate warehouses, products, and packaging

Digital Twins and Simulations

NVIDIA Omniverse for digital twins and simulations revolutionizes retail planning and optimization with digital replicas of physical environments and goods. The platform simulates store layouts, warehouses, products, and packaging to cut costs and streamline operations by testing scenarios risk free, optimizing resource allocation, and streamlining supply chains.

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A leather handbag representing NVIDIA Omniverse platform for 3D design collaboration

Design Collaboration

Omniverse is an easily extensible platform for 3D design collaboration and scalable multi-GPU, real-time, true-to-reality simulation. Omniverse revolutionizes the way we create and develop as individuals and work together as teams, bringing more creative possibilities and efficiency to 3D creators, developers, and enterprises.

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Build With NVIDIA AI Enterprise

NVIDIA AI Enterprise is an end-to-end, cloud-native software platform that accelerates data science pipelines and streamlines development and deployment of production-grade AI applications, including generative AI. Easy-to-use microservices provide optimized model performance with enterprise-grade security, support, and stability to ensure a smooth transition from prototype to production.

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Browse by Resource Library

Retail loss prevention AI workflow at point of sale  Image 2

Retail Loss Prevention

Prevent shrinkage and theft at the point of sale.

Learn More About
Loss Prevention
Retail shopping advisor AI workflow enhances personalized shopping experiences

Retail Shopping Assistant

Enhance personalized shopping experiences with generative AI.

Learn More About Shopping Assistants
Retail store analytics AI workflow for store business improvements

Retail Store Analytics

Gain actionable insights with advanced video analytics for retail

Learn More About
Store Analytics
Multi-camera tracking AI workflow for customer journey in stores

Multi-Camera Tracking

Track customer journeys across cameras throughout the store.

Learn More About
Multi-Camera Tracking

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The NVIDIA Developer Program provides the advanced tools and training needed to successfully build applications on all NVIDIA technology platforms. This includes access to hundreds of SDKs, a network of like-minded developers in our community forums, and more.

Get Technical Training

NVIDIA RAPIDS™, part of NVIDIA CUDA-X™, is an open-source suite of GPU-accelerated data science and AI libraries with APIs that match the most popular open-source data tools, such as pandas, Apache Spark, sci-kit learn, and NetworkX. It accelerates performance by orders of magnitude at scale across data pipelines.

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