Artificial Intelligence

NVIDIA NIM Agent Blueprints allow enterprises to make their own AI

27th August 2024
Harry Fowle
0

NVIDIA has announced NVIDIA NIM Agent Blueprints, a catalog of pre-trained, customisable AI workflows that equip millions of enterprise developers with a full suite of software for building and deploying generative AI applications for canonical use cases, such as customer service avatars, retrieval-augmented generation and drug discovery virtual screening.

NIM Agent Blueprints provide a jump-start for developers creating AI applications that use one or more AI agents. They include sample applications built with NVIDIA NeMo, NVIDIA NIM and partner microservices, reference code, customisation documentation and a Helm chart for deployment.

Enterprises can modify NIM Agent Blueprints using their business data and run their generative AI applications across accelerated data centres and clouds. With NIM Agent Blueprints, enterprises can continually refine their AI applications based on user feedback, creating a data-driven AI flywheel.

The first NIM Agent Blueprints now available include a digital human workflow for customer service, a generative virtual screening workflow for computer-aided drug discovery and a multimodal PDF data extraction workflow for enterprise retrieval-augmented generation (RAG) that can use vast quantities of business data for more accurate responses. NIM Agent Blueprints are free for developers to experience and download and can be deployed in production with the NVIDIA AI Enterprise software platform.

Global system integrators and technology solutions providers Accenture, Deloitte, SoftServe and World Wide Technology (WWT) are bringing NVIDIA NIM Agent Blueprints to enterprises worldwide. Cisco, Dell Technologies, Hewlett Packard Enterprise and Lenovo are offering full-stack NVIDIA-accelerated infrastructure and solutions to speed NIM Agent Blueprints deployments.

“Generative AI is advancing at lightspeed. Frontier model capabilities are growing exponentially with a continuous stream of new applications,” said Jensen Huang, founder and CEO of NVIDIA. “The enterprise AI wave is here. With the NVIDIA AI Enterprise toolkit — including NeMo, NIM microservices and the latest NIM Agent Blueprints — our expansive partner ecosystem is poised to help enterprises customise open-source models, build bespoke AI applications and deploy them seamlessly across any cloud, on premises or at the edge.”

Digital Human NIM Agent Blueprint advances customer service

Gartner reports that 80% of conversational offerings will embed generative AI by 2025, up from 20% in 2024. The digital human NIM Agent Blueprint for customer service helps enterprises rapidly prepare for this coming shift, bringing enterprise applications to life with a 3D animated avatar interface.

With approachable, humanlike interactions, customer service applications can provide more engaging user experiences compared to traditional customer service options. Powered by NVIDIA Tokkio technologies, the digital human workflow features NVIDIA software including NVIDIA ACE, NVIDIA Omniverse RTX, NVIDIA Audio2Face and Llama 3.1 NIM microservices, and is designed to integrate with existing enterprise generative AI applications built using RAG.

Multimodal PDF data extraction NIM agent blueprint taps business data

The multimodal PDF data extraction workflow for enterprise RAG uses NVIDIA NeMo Retriever NIM microservices to unlock insights from massive volumes of enterprise PDF data. With this workflow, developers can create digital humans, AI agents or customer service chatbots that can quickly become experts on any topic captured within their corpus of PDF data.

Using the workflow, enterprises can combine NeMo Retriever NIM microservices with community or custom models to build high-accuracy, multimodal retrieval pipelines that can be deployed wherever enterprise data resides.

Generative Virtual Screening NIM Agent Blueprint Accelerates Drug Discovery

The generative virtual screening NVIDIA NIM Agent Blueprint for drug discovery accelerates the identification and optimisation of promising drug-like molecules, significantly reducing time and cost by generating molecules with favorable properties and higher probabilities of success.

Researchers and application developers can quickly customise and deploy AI models for 3D protein structure prediction, small molecule generation and molecular docking. This blueprint incorporates NVIDIA NIM microservices — including AlphaFold2, MolMIM and DiffDock — to accelerate the virtual screening of small molecules using generative models.

In combination with other tools available in NVIDIA BioNeMo, enterprises can easily connect multiple NIM Agent Blueprints to build increasingly sophisticated AI applications and accelerate their drug discovery work.

Additional blueprints will be released monthly for workflows to build generative AI applications for customer experience, content generation, software engineering, and product research and development.

NVIDIA partner ecosystem amplifies enterprise generative AI success

NVIDIA partners are readying to help the world’s enterprises rapidly build and deploy their own generative AI applications using NIM Agent Blueprints.

Global professional services company Accenture will add NVIDIA NIM Agent Blueprints to its Accenture AI Refinery, unveiled last month.

“Across industries, generative AI is acting as a catalyst for companies looking to reinvent with tech, data and AI,” said Julie Sweet, chair and CEO of Accenture. “By integrating NVIDIA’s catalog of workflows into Accenture’s AI Refinery, we can help our clients develop custom AI systems at speed and reimagine how they do business and serve their customers to drive stronger business outcomes and create new value.”

Global consulting firm Deloitte will integrate NVIDIA NIM Agent Blueprints into its deep portfolio of NVIDIA-powered solutions.

“While many organisations are still working to fully harness the potential of GenAI, its implementation is steadily enhancing efficiencies and productivity,” said Jason Girzadas, CEO of Deloitte US. “By embedding NVIDIA's NIM Agent Blueprints into enterprise solutions that are built on NVIDIA NIM microservices, Deloitte is engaging with our clients to innovate faster, unlock new growth opportunities and define AI-competitive advantage.”

IT consulting and digital services provider SoftServe is integrating NIM Agent Blueprints into its generative AI portfolio to speed enterprise adoption.

“Every enterprise knows generative AI is central to modernising their operations, but not every enterprise knows where to begin their generative AI journey,” said Harry Propper, CEO of SoftServe. “Adding NVIDIA NIM Agent Blueprints into the SoftServe Gen AI Solutions portfolio gives clients proven frameworks for developing AI applications that put their own data to work.”

A solution provider for the majority of Fortune 100 companies, WWT will assist enterprises in building NIM Agent Blueprints that leverage their business data.

“WWT is committed to helping enterprises harness the power of AI as a catalyst for business transformation,” said Jim Kavanaugh, cofounder and CEO of World Wide Technology. “WWT’s AI Proving Ground, equipped with NVIDIA NIM Agent Blueprints and coupled with our data scientists, consultants and high-performance architecture engineers, offers a comprehensive resource for our clients to experiment with, validate and scale AI solutions.”

Enterprises can develop and deploy NIM Agent Blueprints on NVIDIA AI platforms with compute, networking and software provided by NVIDIA’s global server manufacturing partners.

These include Cisco Nexus HyperFabric AI clusters with NVIDIA, the Dell AI Factory with NVIDIA, NVIDIA AI Computing by HPE and HPE Private Cloud AI, as well as Lenovo Hybrid AI solutions powered by NVIDIA.

“Cisco, together with NVIDIA, created a revolutionary, flexible and simple-to-deploy AI infrastructure with Nexus HyperFabric,” said Chuck Robbins, chair and CEO of Cisco. “Combining Cisco innovation with NVIDIA NIM Agent Blueprints offers customers a simple and secure way to deploy generative AI fast and efficiently, with the adaptability they need to build and customise new applications at scale.”

“Dell Technologies and NVIDIA are making it easy for enterprises to unlock the power of AI-enabled applications and agents,” said Michael Dell, founder and CEO of Dell Technologies. “Incorporating NVIDIA NIM Agent Blueprints into the Dell AI Factory with NVIDIA provides an express lane for the transformative value of AI.”

“HPE and NVIDIA are expanding on our recent blockbuster collaboration to deliver NVIDIA AI Computing by HPE,” said Antonio Neri, president and CEO of Hewlett Packard Enterprise. “By integrating NVIDIA NIM Agent Blueprints into our co-developed turnkey HPE Private Cloud AI solution, we will enable enterprises to focus resources on developing new AI use cases that boost productivity and unlock new revenue streams."

“Generative AI is a full-stack challenge that requires accelerated infrastructure, specialised software and services, and powerful AI-ready devices that can maximise the capabilities of Hybrid AI,” said Yuanqing Yang, chairman and CEO of Lenovo. “NVIDIA NIM Agent Blueprints, combined with Lenovo’s comprehensive, end-to-end portfolio, give enterprises a head start for building generative AI applications that they can run everywhere on Lenovo Hybrid AI.”

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