Posts by Tanay Varshney
Agentic AI / Generative AI
Aug 11, 2026
Route AI Agent Workloads Across Models with NVIDIA NeMo Switchyard
Building an AI agent does not end with choosing a single model. Each model has its own strengths, weaknesses, and cost profile, which can shift from one...
12 MIN READ
Agentic AI / Generative AI
May 23, 2025
An Easy Introduction to LLM Reasoning, AI Agents, and Test Time Scaling
Agents have been the primary drivers of applying large language models (LLMs) to solve complex problems. Since AutoGPT in 2023, various techniques have been...
10 MIN READ
Agentic AI / Generative AI
Apr 08, 2025
Build Enterprise AI Agents with Advanced Open NVIDIA Llama Nemotron Reasoning Models
This updated post was originally published on March 18, 2025. Organizations are embracing AI agents to enhance productivity and streamline operations. To...
12 MIN READ
Agentic AI / Generative AI
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
Agentic AI / Generative AI
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
Agentic AI / Generative AI
Dec 16, 2024
An Easy Introduction to Multimodal Retrieval-Augmented Generation for Video and Audio
Building a multimodal retrieval-augmented generation (RAG) system is challenging. The difficulty comes from capturing and indexing information from across...
12 MIN READ