Tanay Varshney

Tanay Varshney is a senior developer advocate engineer at NVIDIA responsible for a wide range of DL software products. He has a master's degree in computer science from New York University focused on the cross section of computer vision, data visualization, and urban analytics.
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Posts by Tanay Varshney

Decorative image of images and text being fed into a computer and resulting in a synthesized output.
Generative AI / LLMs Mar 20, 2024

An Easy Introduction to Multimodal Retrieval Augmented Generation

A retrieval-augmented generation (RAG) application has exponentially higher utility if it can work with a wide variety of data types—tables, graphs, charts,... 12 MIN READ
Generative AI / LLMs Mar 18, 2024

Translate Your Enterprise Data into Actionable Insights with NVIDIA NeMo Retriever

Across every industry, and every job function, generative AI is activating the potential within organizations—turning data into knowledge and empowering... 9 MIN READ
Illustration demonstrating RAG.
Generative AI / LLMs Feb 23, 2024

Evaluating Retriever for Enterprise-Grade RAG

The conversation about designing and evaluating Retrieval-Augmented Generation (RAG) systems is a long, multi-faceted discussion. Even when we look at retrieval... 14 MIN READ
Generative AI / LLMs Feb 21, 2024

Build an LLM-Powered API Agent for Task Execution

Developers have long been building interfaces like web apps to enable users to leverage the core products being built. To learn how to work with data in your... 10 MIN READ
Generative AI / LLMs Feb 20, 2024

Build an LLM-Powered Data Agent for Data Analysis

An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or... 11 MIN READ
Stylized image of a computer monitor on a purple background and the words Part 2.
Generative AI / LLMs Nov 30, 2023

Building Your First LLM Agent Application

When building a large language model (LLM) agent application, there are four key components you need: an agent core, a memory module, agent tools, and a... 10 MIN READ