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What is NVIDIA NeMo Retriever?

NVIDIA NeMo Retriever comprises a collection of microservices tailored for the development of high-precision multimodal extraction, reranking, and embedding workflows, all while prioritizing data privacy. It facilitates quick and context-aware responses for various AI applications, including advanced retrieval-augmented generation (RAG) and agentic AI functions. Within the NVIDIA NeMo ecosystem and leveraging NVIDIA NIM, NeMo Retriever equips developers with the ability to effortlessly integrate these microservices, linking AI applications to vast enterprise datasets, no matter their storage location, and providing options for specific customizations to suit distinct requirements. This comprehensive toolkit offers vital elements for building data extraction and information retrieval pipelines, proficiently gathering both structured and unstructured data—ranging from text to charts and tables—transforming them into text formats, and efficiently eliminating duplicates. Additionally, the embedding NIM within NeMo Retriever processes these data segments into embeddings, storing them in a highly efficient vector database, which is optimized by NVIDIA cuVS, thus ensuring superior performance and indexing capabilities. As a result, the overall user experience and operational efficiency are significantly enhanced, enabling organizations to fully leverage their data assets while upholding a strong commitment to privacy and accuracy in their processes. By employing this innovative solution, businesses can navigate the complexities of data management with greater ease and effectiveness.

What is Linker Vision?

The Linker VisionAI Platform provides a comprehensive, integrated solution for vision AI, merging aspects of simulation, training, and deployment to boost the functionalities of smart cities and enterprises. It revolves around three key components: Mirra, which produces synthetic data using NVIDIA Omniverse and NVIDIA Cosmos; DataVerse, which optimizes data curation, annotation, and model training through NVIDIA NeMo and NVIDIA TAO; and Observ, specifically tailored for deploying large-scale Vision Language Models (VLM) with the help of NVIDIA NIM. This unified approach ensures a seamless transition from simulated data to real-world applications, thereby guaranteeing that AI models maintain both resilience and adaptability. By leveraging urban camera networks alongside cutting-edge AI technologies, the Linker VisionAI Platform facilitates various operations, including traffic management, improving worker safety, and addressing emergency situations. Furthermore, its extensive capabilities empower organizations to make timely, informed decisions, greatly enhancing operational efficiency across multiple industries. Ultimately, this platform stands as a vital resource for organizations aiming to harness the full potential of AI in their operations.

Media

Media

Integrations Supported

NVIDIA NIM
NVIDIA NeMo

Integrations Supported

NVIDIA NIM
NVIDIA NeMo
Amazon Web Services (AWS)
Cisco CX Cloud
DDP Endpoint Security Suite
Microsoft 365
NVIDIA DRIVE
NVIDIA Omniverse
ThinkUEM

API Availability

Has API

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
On-Site Training

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

developer.nvidia.com/nemo-retriever

Company Facts

Organization Name

Linker Vision

Date Founded

2021

Company Location

China

Company Website

www.linkervision.com

Categories and Features

Embedding Models

Not specified

Reranking Models

Not specified

Categories and Features

Computer Vision

Not specified

Smart City

Not specified

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