Blog posts tagged
"RAG"

4 posts

Michelle Anne Tabirao
15 May 2025

Building an end-to-end Retrieval- Augmented Generation (RAG) workflow 

Article AI

In this guide, we will take you through setting up a RAG pipeline. We will utilize open source tools such as Charmed OpenSearch for efficient search retrieval and KServe for machine learning inference, specifically in Azure and Ubuntu environments while leveraging silicons.

Michelle Anne Tabirao
15 May 2025

Andreea Munteanu
19 March 2025

Building optimized LLM chatbots with Canonical and NVIDIA

Downloads AI

The landscape of generative AI is rapidly evolving, and building robust, scalable large language model (LLM) applications is becoming a critical need for many organizations. Canonical, in collaboration with NVIDIA, is excited to introduce a reference architecture designed to streamline and optimize the creation of...

Andreea Munteanu
19 March 2025

Michelle Anne Tabirao
20 December 2024

Building RAG with enterprise open source AI infrastructure

Article Data Platform

How to create a robust enterprise AI infrastructure for RAG systems using open source tooling?A highlight on how open source can help

Michelle Anne Tabirao
20 December 2024

Michelle Anne Tabirao
13 December 2024

What is RAG?

Article AI

RAG explained: is a technique that enhances generative AI models by utilizing external knowledge sources such as documents and extensive databases.

Michelle Anne Tabirao
13 December 2024