Improving Retrieval Augmented Generation (RAG) with Hybrid Semantic Ranking

This post is a follow up to my previous one on Querying SQL Server With Natural Language In Semantic Kernel, if you haven’t read it yet, go take a look for a brief introduction to Semantic Kernel and the plugin architecture. The majority of Retrieval Augmented Generation (RAG) systems utilise Vector Databases, such as Azure AI Search, to store chunks of documents that can be accessed via Large Language Models (LLMs)....

June 12, 2024 · 9 min · 1772 words · Me