—AWS re:Invent NVIDIA today announced a generative AI
microservice that lets enterprises connect custom large language
models to enterprise data to deliver highly accurate responses for
their AI applications.
NVIDIA NeMo™ Retriever — a new offering in the NVIDIA NeMo
family of frameworks and tools for building, customizing and
deploying generative AI models — helps organizations enhance their
generative AI applications with enterprise-grade
retrieval-augmented generation (RAG) capabilities.
As a semantic-retrieval microservice, NeMo Retriever helps
generative AI applications provide more accurate responses through
NVIDIA-optimized algorithms. Developers using the microservice can
connect their AI applications to business data wherever it resides
across clouds and data centers. It adds NVIDIA-optimized RAG
capabilities to AI foundries and is part of the NVIDIA AI
Enterprise software platform, available in AWS Marketplace.
Cadence, Dropbox, SAP and ServiceNow are among the pioneers
working with NVIDIA to build production-ready RAG capabilities into
their custom generative AI applications and services.
“Generative AI applications with RAG capabilities are the next
killer app of the enterprise,” said Jensen Huang, founder and CEO
of NVIDIA. “With NVIDIA NeMo Retriever, developers can create
customized generative AI chatbots, copilots and summarization tools
that can access their business data to transform productivity with
accurate and valuable generative AI intelligence.”
Global Leaders Enhance LLM Accuracy With NeMo
RetrieverElectronic systems design leader Cadence serves
companies across hyperscale computing, 5G communications,
automotive, mobile, aerospace, consumer and healthcare markets. It
is working with NVIDIA to develop RAG features for generative AI
applications in industrial electronics design.
“Generative AI introduces innovative approaches to address
customer needs, such as tools to uncover potential flaws early in
the design process,” said Anirudh Devgan, president and CEO of
Cadence. “Our researchers are working with NVIDIA to use NeMo
Retriever to further boost the accuracy and relevance of generative
AI applications to reveal issues and help customers get
high-quality products to market faster.”
Cracking the Code for Accurate Generative AI
ApplicationsUnlike open-source RAG toolkits, NeMo
Retriever supports production-ready generative AI with commercially
viable models, API stability, security patches and enterprise
support.
NVIDIA-optimized algorithms power the highest accuracy results
in Retriever’s embedding models. The optimized embedding models
capture relationships between words, enabling LLMs to process and
analyze textual data.
Using NeMo Retriever, enterprises can connect their LLMs to
multiple data sources and knowledge bases, so that users can easily
interact with data and receive accurate, up-to-date answers using
simple, conversational prompts. Businesses using Retriever-powered
applications can allow users to securely gain access to information
spanning numerous data modalities, such as text, PDFs, images and
videos.
Enterprises can use NeMo Retriever to achieve more accurate
results with less training, speeding time to market and supporting
energy efficiency in the development of generative AI
applications.
Reliable, Simple, Secure Deployment With NVIDIA AI
EnterpriseCompanies can deploy NeMo Retriever-powered
applications to run during inference on NVIDIA-accelerated
computing on virtually any data center or cloud. NVIDIA AI
Enterprise supports accelerated, high-performance inference with
NVIDIA NeMo, NVIDIA Triton Inference Server™, NVIDIA TensorRT™,
NVIDIA TensorRT-LLM and other NVIDIA AI software.
To maximize inference performance, developers can run their
models on NVIDIA GH200 Grace Hopper Superchips with TensorRT-LLM
software.
AvailabilityDevelopers can sign up for early
access to NVIDIA NeMo Retriever.
About NVIDIASince its founding in 1993, NVIDIA
(NASDAQ: NVDA) has been a pioneer in accelerated computing. The
company’s invention of the GPU in 1999 sparked the growth of the PC
gaming market, redefined computer graphics, ignited the era of
modern AI and is fueling industrial digitalization across markets.
NVIDIA is now a full-stack computing company with data-center-scale
offerings that are reshaping industry. More information at
https://nvidianews.nvidia.com/.
For further information, contact:
Anna KiachianSenior PR ManagerNVIDIA
Corporation+1-650-224-9820akiachian@nvidia.com
Certain statements in this press release including, but not
limited to, statements as to: the benefits, impact, performance,
and availability of our products, services, and technologies,
including NVIDIA NeMo Retriever, NVIDIA NeMo, NVIDIA AI Enterprise,
and NVIDIA GH200; pioneers working with NVIDIA to build
production-ready RAG capabilities into their custom generative AI
applications and services; generative AI applications with RAG
capabilities being the next killer app of the enterprise;
businesses having hundreds of customized generative AI chatbots,
copilots and summarization tools that can access their data to
deliver accurate and valuable intelligence; and global leaders
enhancing LLM accuracy with NeMo Retriever, including the benefits
and impact thereof are forward-looking statements that are subject
to risks and uncertainties that could cause results to be
materially different than expectations. Important factors that
could cause actual results to differ materially include: global
economic conditions; our reliance on third parties to manufacture,
assemble, package and test our products; the impact of
technological development and competition; development of new
products and technologies or enhancements to our existing product
and technologies; market acceptance of our products or our
partners' products; design, manufacturing or software defects;
changes in consumer preferences or demands; changes in industry
standards and interfaces; unexpected loss of performance of our
products or technologies when integrated into systems; as well as
other factors detailed from time to time in the most recent reports
NVIDIA files with the Securities and Exchange Commission, or SEC,
including, but not limited to, its annual report on Form 10-K and
quarterly reports on Form 10-Q. Copies of reports filed with the
SEC are posted on the company's website and are available from
NVIDIA without charge. These forward-looking statements are not
guarantees of future performance and speak only as of the date
hereof, and, except as required by law, NVIDIA disclaims any
obligation to update these forward-looking statements to reflect
future events or circumstances.
© 2023 NVIDIA Corporation. All rights reserved. NVIDIA, the
NVIDIA logo, NVIDIA NeMo, NVIDIA Triton Inference Server, NVIDIA
TensorRT and NVIDIA Grace Hopper are trademarks and/or registered
trademarks of NVIDIA Corporation in the U.S. and other countries.
Other company and product names may be trademarks of the respective
companies with which they are associated. Features, pricing,
availability and specifications are subject to change without
notice.
A photo accompanying this announcement is available at
https://www.globenewswire.com/NewsRoom/AttachmentNg/26a54c0a-9e15-4dd5-8ed0-9dc77cb53163
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