nvidia
Build an AI Agent for AI Research and Reporting
Create AI agents that reason, plan, reflect and refine to produce high-quality reports based on source materials of your choice.
Experience Your Personal Research Assistant
This experience shows how an AI research agent, informed by many data sources, can synthesize hours of research in minutes. The AI-Q NVIDIA Blueprint enables developers to build AI agents that use reasoning and connect to many data sources and tools to distill in-depth source materials with efficiency and precision. Using AI-Q, agents summarize large data sets, generating tokens 5x faster and ingesting petabyte scale data 15x faster with better semantic accuracy.
Architecture Diagram
Key Features
- Advanced semantic query
- Multimodal PDF data extraction and retrieval with NVIDIA NeMo Retriever
- 15x faster ingestion of enterprise data
- 3x lower retrieval latency
- Multilingual and cross-lingual
- Reranking to further improve accuracy
- GPU-accelerated index creation and search
- Fast reasoning
- Llama Nemotron reasoning capabilities delivering the highest accuracy and lowest latency for analyzing datasets, identifying patterns, and proposing solutions
Software used in this blueprint
NVIDIA Technology
- llama-3.3-nemotron-49b-instruct
- llama-3.2-nv-embedqa-1b-v2
- llama-3.2-nv-rerankqa-1b-v2
- nemoretriever-graphic-elements-v1
- nemoretriever-table-structure-v1
- nemoretriever-page-elements-v2
- nemoretriever-parse
- paddleocr
- llama-3.1-nemotron-70b-instruct
3rd Party Software
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
GOVERNING TERMS: Governing Terms: Your use of this trial experience is governed by the NVIDIA API Trial Terms of Service. Additional Information: LLAMA 3.3 COMMUNITY LICENSE AGREEMENT; LLAMA 3.2 COMMUNITY LICENSE AGREEMENT; LLAMA 3.1 COMMUNITY LICENSE AGREEMENT. Built with Llama.