Kyle Hailey, Author at Yugabyte

July 30, 2025

From RAG to Riches: AI That Knows Your Support Stack

In this post, we walk through how to build a RAG pipeline using YugabyteDB’s new vector capabilities to enable smarter and more context-aware support automation. Discover how to ingest internal documents, vectorize them, store them efficiently in YugabyteDB, and finally how to use an LLM like GPT-4 to answer internal questions—rooted in your own support stack data.

Hello RAG! Using YugabyteDB to power a RAG Pipeline

May 8, 2025

By Kyle Hailey

Hello RAG! Using YugabyteDB to power a RAG Pipeline

RAG architectures hold the key to moving beyond static, pre-trained models by anchoring responses in live, curated data. In this blog, we explore how YugabyteDB, can power the retrieval layer of a RAG pipeline—offering scale, resilience, and low-latency access to semantically rich data. Whether you’re building smart chatbots, enterprise search, or generative AI assistants, this setup can improve performance, operational efficiency, and cost-effective scaling.

Blogs by: Kyle Hailey

From RAG to Riches: AI That Knows Your Support Stack

Hello RAG! Using YugabyteDB to power a RAG Pipeline

Explore Distributed SQL and YugabyteDB in Depth