RAG with Opensearch

πŸ”Ÿ RAG with OpenSearch πŸ“š

πŸ’‘ Integrate Deepseek R1 Distill into Retrieval-Augmented Generation (RAG) systems with OpenSearch.

Introduction

RAG is a powerful technique that combines retrieval-based search with language models. Deepseek R1 Distill can be integrated with OpenSearch to enhance response quality by leveraging multiple data sources.

πŸ“Œ Table of Contents

  1. What is RAG πŸ“– Overview of RAG and its applications.
  2. How To Use Deepseek as RAG πŸ” Step-by-step guide to integrating Deepseek into a RAG pipeline.
  3. Hand On ⚑ Real-world deployment on OpenSearch.