Building Dynamic Knowledge Bases for Technical Documentation Through Retrieval Augmented Generation with Amazon Bedrock

Renaldi Gondosubroto

Renaldi Gondosubroto is the Director of Cloudetica Solutions, where he leads the building of both proprietary and open-source solutions on cloud platforms. He brings over a decade of software development experience and has been active within the research community; putting a lot of his research focus within IoT and virtual reality. Having spoken over 50 events and conferences, he has been an international speaker for the past six years, sharing his experiences and projects. He also currently is an AWS Subject Matter Expert (SME) for its Professional, Associate and Specialty Certifications and holds all 14 AWS certifications. He aims to build open-source solutions which can both help people achieve more value in what they do and promote best practices for fellow developers.

摘要

In the continuously changing realm of technology, where updates are constant and rapid, maintaining accurate and up-to-date technical documentation is a challenge that is all to familiar by developers. This talk introduces an innovative approach to revolutionizing technical documentation through implementing Retrieval Augmented Generation (RAG) capabilities of Amazon Bedrock. We will explore how RAG can dynamically update knowledge bases by retrieving relevant information from a variety of data sources and walk through how to implement such a solution to ensure that technical documentation remains accurate, comprehensive, and reflective of the latest advancements within the codebase and the organization.

說明

地點

時間

第一天 • 03:30-04:15 (UTC)

語言

英文演講

層級

中階

分類

機器學習