NeMo Retriever

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Aug 04, 2025

How to Enhance RAG Pipelines with Reasoning Using NVIDIA Llama Nemotron Models

A key challenge for retrieval-augmented generation (RAG) systems is handling user queries that lack explicit clarity or carry implicit intent. Users often...
13 MIN READ
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Jul 29, 2025

Turn Complex Documents into Usable Data with VLM, NVIDIA NeMo Retriever Parse

Enterprises generate and store vast amounts of unstructured data in documents like research reports, business contracts, financial statements, and technical...
10 MIN READ
Jul 23, 2025

Approaches to PDF Data Extraction for Information Retrieval

The PDF is among the most common file formats for sharing information such as financial reports, research papers, technical documents, and marketing materials....
11 MIN READ
Jun 30, 2025

Best-in-Class Multimodal RAG: How the Llama 3.2 NeMo Retriever Embedding Model Boosts Pipeline Accuracy

Data goes far beyond text—it is inherently multimodal, encompassing images, video, audio, and more, often in complex and unstructured formats. While the...
7 MIN READ
Jun 30, 2025

NVIDIA NeMo Retriever Scores First Place for Visual Retrieval

NeMo Retriever tops several visual document retrieval leaderboards, setting new standards for RAG apps.
1 MIN READ
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Jun 18, 2025

Run Multimodal Extraction for More Efficient AI Pipelines Using One GPU

As enterprises generate and consume increasing volumes of diverse data, extracting insights from multimodal documents, like PDFs and presentations, has become a...
8 MIN READ
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May 30, 2025

Accelerating Text-to-SQL Inference on Vanna with NVIDIA NIM for Faster Analytics

Slow and inefficient query generation from natural language inputs bottlenecks decision-making. This forces analysts and business users to rely heavily on data...
8 MIN READ
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May 27, 2025

Upcoming Webinar: Supercharge Agentic AI with Scalable Data Flywheels

Join our live webinar on June 18 to see how NVIDIA NeMo microservices speed AI agent development.
1 MIN READ
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May 07, 2025

Concept‑Driven AI Teaching Assistant Guides Students to Deeper Insights

In today's educational landscape, generative AI tools have become both a blessing and a challenge. While these tools offer unprecedented access to information,...
8 MIN READ
Apr 16, 2025

Developing an AI-Powered Tool for Automatic Citation Validation Using NVIDIA NIM

The accuracy of citations is crucial for maintaining the integrity of both academic and AI-generated content. When citations are inaccurate or wrong, they can...
9 MIN READ
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Apr 07, 2025

Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data 

As large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal...
11 MIN READ
Mar 18, 2025

NVIDIA NeMo Retriever Delivers Accurate Multimodal PDF Data Extraction 15x Faster

Enterprises are generating and storing more multimodal data than ever before, yet traditional retrieval systems remain largely text-focused. While they can...
11 MIN READ
Mar 06, 2025

How Using a Reranking Microservice Can Improve Accuracy and Costs of Information Retrieval

Applications requiring high-performance information retrieval span a wide range of domains, including search engines, knowledge management systems, AI agents,...
8 MIN READ
Jan 30, 2025

New NVIDIA AI Blueprint: Build a Customizable RAG Pipeline

Connect AI applications to enterprise data using embedding and reranking models for information retrieval.
1 MIN READ
Dec 17, 2024

Develop Multilingual and Cross-Lingual Information Retrieval Systems with Efficient Data Storage

Efficient text retrieval is critical for a broad range of information retrieval applications such as search, question answering, semantic textual similarity,...
8 MIN READ
Dec 11, 2024

Three Building Blocks for Creating AI Virtual Assistants for Customer Service with an NVIDIA AI Blueprint

In today's fast-paced business environment, providing exceptional customer service is no longer just a nice-to-have—it's a necessity. Whether addressing...
10 MIN READ