RAG

Optimizing the Retrieval-Augmented Generation Pipeline: A Deep Dive into Embedding Models

• RAG

Improving the performance of a Retrieval-Augmented Generation (RAG) pipeline might seem like a daunting task, especially when there are multiple components to consider. However, if you focus on one critical piece—the embedding model—you can make significant enhancements without overhauling your entire system. In this article, we’ll walk you through our journey of fine-tuning our RAG pipeline, sharing insights and practical solutions that can help you achieve faster, more relevant search results for your copilot application.