Blog posts tagged "RAG"

Hybrid search and reranking: a deeper look at RAG

Many of us are familiar with the retrieval augmented generative AI (RAG) pattern for building agentic AI applications – like digital concierges, frontline...

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

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...

Building optimized LLM chatbots with Canonical and NVIDIA

The landscape of generative AI is rapidly evolving, and building robust, scalable large language model (LLM) applications is becoming a critical need for many...

Building RAG with enterprise open source AI infrastructure

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

What is RAG?

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