AI Assistant

To build an AI assistant with generative AI and RAG, you must consider data curation, governance, security, scalability, and complexity. Organizations can simplify the development and deployment of these applications with NVIDIA Blueprints and NVIDIA AI Enterprise, a cloud-native software platform that provides institutions with enterprise-grade security, support, and key technologies to deliver optimized performance and scale AI confidently.

Use a Reference Workflow to Jump-Start Building an AI Assistant

NVIDIA Blueprints are comprehensive reference workflows that accelerate AI application development and deployment, featuring NVIDIA acceleration libraries, SDKs, and microservices for AI agents, digital twins, and more. Download the AI assistants for customer service blueprint or develop a scalable, customizable enterprise RAG pipeline as the foundation to your application. 

Use them as is or combine them with other blueprints for advanced applications, such as digital humans. The digital humans for customer service AI Blueprint is powered by NVIDIA ACE technologies, bringing enterprise applications to life with a 3D or 2D animated digital human interface. With approachable, humanlike interactions, customer-facing applications can provide more engaging user experiences compared to traditional customer service options. 

Leverage State-of-the-Art Generative AI Models

NVIDIA NIM™ streamlines the deployment of the latest AI models with industry-standard APIs and continuously maintained, enterprise-grade software. Its prebuilt, optimized inference microservices enable AI assistants to run efficiently across cloud, data center, and workstation environments.

Customize Your Generative AI Models for Personalized, Enterprise-Ready AI Assistants

The NVIDIA NeMo™ platform is the complete solution for building enterprise-ready assistants, with several components that enhance AI assistant performance. To drive continuous improvement and adaptability of your software, you’ll need a data flywheel. For example, as business requirements change or grow in complexity, performance and cost often become a differentiating factor for success.

• NVIDIA NeMo Curator processes enterprise data by removing duplicates and personally identifiable information (PII) while also generating synthetic data for model customization.
• NVIDIA NeMo Customizer customizes the embedding models to improve RAG accuracy.
• NVIDIA NeMo Evaluator measures the performance of RAG applications by evaluating both the retrieval and generation components independently and as an integrated whole.
• NVIDIA NeMo Guardrails ensures AI assistants remain accurate, appropriate, secure, and on topic.
• NVIDIA NeMo Retriever enables precise, privacy-preserving information retrieval at scale with multimodal data ingestion and world-class embedding and reranking. Pulling from large volumes of enterprise data, NeMo Retriever interacts with existing relational databases, searches for the most relevant pieces of information, and answers complex business questions in real time.

Integrating Speech AI Capabilities

NVIDIA® Riva is a set of GPU-accelerated multilingual speech and translation microservices for building fully customizable, real-time conversational AI pipelines. Riva includes automatic speech recognition (ASR), text-to-speech (TTS), and neural machine translation (NMT), enabling organizations to transform their AI applications into engaging and expressive multilingual assistants and avatars with a speech and translation interface.

Get the Best of NVIDIA AI in the Cloud

NVIDIA DGX™ Cloud is a fully managed AI platform, co-engineered with leading clouds, that includes NVIDIA AI Enterprise and expertise from NVIDIA AI experts to fast-track AI initiatives.