AI Agent Pipelines may be the game-changer you require. Discover how they can boost productivity and streamline operations.
AI agents are being used by businesses more and more to increase productivity, foster creativity, and improve operational efficiency. These sophisticated AI agents have the ability to reason on their own, work with other tools, and use enterprise data to improve business outcomes.
You may use the most recent capabilities of the NVIDIA AI Enterprise software platform with the Dell AI Factory with NVIDIA to streamline deployment, improve reliability, and enable AI agent pipelines for new AI use cases and applications. A organized procedure known as an AI agent pipeline gives an AI system the ability to absorb inputs, evaluate data, make decisions, and produce outputs often with feedback loops for ongoing development.
Simplified Pipeline Management for AI Agents
As a component of NVIDIA AI Enterprise, NVIDIA NIM provides a suite of user-friendly cloud-native inference microservices that streamline and expedite the deployment of generative AI models in your data center while protecting your data. Customers of Dell Technologies now have three options for implementing NIM microservices: Helm, KServe, and the more recent NIM Operator, which provides flexibility for integrating AI agent pipelines at the production level.
AI pipeline administration has never been simpler with the latest release of the NVIDIA NIM Operator, which automates the deployment, configuration, and management of NIM microservices for generative AI applications. The NIM Operator manages the deployment across the Kubernetes cluster, automates AI pipeline installations, and maximizes performance for enterprises utilizing Dell’s infrastructure.
Speed Up Custom Deployments with Generative AI
NVIDIA NIM is also essential for enabling AI applications, such as computer vision, content production, and digital assistants.
Dell Technologies helps developers quickly and effectively deploy AI applications using AI agents by providing NVIDIA AI Blueprints, which are blueprints. NVIDIA AI Blueprint for video search and summarization is an addition to the expanding library that aims to extract valuable information from live or recorded video sources.
This enterprise-scale video ingesting agent generates dynamic and incredibly accurate video content summaries. Additionally, it facilitates Q&A in natural language using visual language models (VLMs). These agents are ideal for use in smart city applications such as manufacturing processes, retail optimization, traffic and safety management, and more.
The most recent version also incorporates a number of well-known AI models into the production branch, such as NVIDIA models like Nemotron-4 for creating synthetic data and Meta’s Llama 3.1 and Mistral AI‘s Mistral 7B. Customers may install these NIM microservices with confidence with Dell Technologies because they will be safely maintained without interfering with current application dependencies.
Delivering Informed Decisions, Faster
Customers are now able to use AI agents for RAG operations, or Agentic RAG, by combining AI Enterprise, NIM, and Agent blueprints.
Organisations in a variety of industries gain from the recent release of Agentic RAG on the Dell AI Factory with NVIDIA, which represents a major advancement in AI-driven information processing and retrieval. In order to deploy RAG, use AI agents to simplify the pipeline and offer various outputs, or achieve multi-modal results, large-scale, data-driven organisations, such as healthcare and financial institutions, may now access many data kinds.
While adhering to HIPAA (Health Insurance Portability and Accountability Act) and other regulations, the agentic RAG design demonstrates how businesses, using the healthcare industry as an example, can overcome the difficulties of fragmented data access structured data, such as patient schedules and profiles, alongside unstructured data, such as medical notes and imaging files.
Businesses have a complete starting point to make more decisions based on their data more rapidly with AI Enterprise, NIM, and NeMo Retriever.
Accessibility
Dell Technologies assists businesses in utilising NVIDIA AI Enterprise in various settings. Customers of Dell Technologies who have a valid license can now download the NVIDIA AI Enterprise software platform.
Organizations can depend on the Dell AI Factory with NVIDIA for enterprise-grade stability and end-to-end support in their AI deployments, especially with the upcoming arrival of new NIM microservices and production branch updates.