Posts by Tanay Varshney
Generative AI
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
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
Generative AI
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
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
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
Generative AI
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