Overview

This container provides a sample user interface for the NVIDIA AI Blueprint for RAG.

The NVIDIA AI Blueprint for RAG gives developers a foundational starting point for building scalable, customizable retrieval pipelines that deliver both high accuracy and throughput. Use this blueprint to create RAG applications that provide context-aware responses by connecting LLMs to extensive multimodal enterprise data—an essential capability for most generative AI use cases. This blueprint can be utilized as-is, combined with other NVIDIA Blueprints, such as the Digital Human Blueprint or the AI Virtual Assistant for customer service, or integrated with an agent to support more advanced use cases. Get started with this reference architecture to unlock actionable insights, ground your decisions in relevant data, and boost overall productivity.

Source Code

Documentation and source code regarding how to get started can be found here

Additional Resources

Learn more about how to use NVIDIA NIM microservices for RAG through our Deep Learning Institute. Access the course here.

Ethical Considerations

NVIDIA believes Trustworthy AI is a shared responsibility, and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their supporting model team to ensure the models meet requirements for the relevant industry and use case and address unforeseen product misuse. For more detailed information on ethical considerations for the models, please see the Model Card++ Explainability, Bias, Safety & Security, and Privacy Subcards. Please report security vulnerabilities or NVIDIA AI concerns here.

License

Use of the models in this blueprint is governed by the NVIDIA AI Foundation Models Community License.

Terms of Use

This blueprint is governed by the NVIDIA Agreements | Enterprise Software | NVIDIA Software License Agreement and the NVIDIA Agreements | Enterprise Software | Product Specific Terms for AI Product. The models are governed by the NVIDIA Agreements | Enterprise Software | NVIDIA Community Model License and the NVIDIA RAG dataset which is governed by the NVIDIA Asset License Agreement.

The following models that are built with Llama are governed by the Llama 3.2 Community License Agreement: llama-3.3-nemotron-super-49b-v1, nvidia/llama-3.2-nv-embedqa-1b-v2, and nvidia/llama-3.2-nv-rerankqa-1b-v2.