Building a Domain Specific GenAI Chatbot with Serverless • Eric Johnson • GOTO 2024

This presentation was recorded at GOTO Chicago 2024. #GOTOcon #GOTOchgo https://gotochgo.com Eric Johnson - Principal Developer Advocate for Serverless at AWS RESOURCES https://bsky.app/profile/edjgeek.bsky.social https://twitter.com/edjgeek https://linkedin.com/in/singledigit https://serverlessland.com Links https://github.com/aws-samples/domain-specific-genai-chatbot-with-serverless ABSTRACT Navigating the complexities of Generative AI (GenAI) is made simpler with serverless technologies and API-driven approaches to Large Language Models (LLMs). This session will showcase how leveraging embeds with Retriever-Augmented Generation (RAG) and AWS Step Functions can streamline GenAI application development. Additionally, we’ll demonstrate how Amazon Bedrock simplifies interacting with LLMs. By the end, you’ll understand how these tools offer a straightforward path to creating effective and targeted GenAI applications. [...] TIMECODES 00:00 Intro 03:13 Agenda 03:48 Terminology 11:01 Architectural options 23:52 Demo 42:49 Wrap 43:15 Outro Download slides and read the full abstract here: https://gotochgo.com/2024/sessions/3380 RECOMMENDED BOOKS Adam Bellemare • Building Event-Driven Microservices • https://amzn.to/3WfNKfM Peter Sbarski • Serverless Architectures on AWS • https://amzn.to/3hJzEUM Michael Stack • Event-Driven Architecture in Golang • https://amzn.to/3G5e8ST Ford, Richards, Sadalage & Dehghani • Software Architecture: The Hard Parts • https://amzn.to/3v4pKQS Gerardus Blokdyk • Event-Driven Architecture EDA • https://amzn.to/3FOfUHE James Urquhart • Flow Architectures • https://amzn.to/3Tyz8cY https://bsky.app/profile/gotocon.com https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #Serverless #ServerlessCompute #ContainerImage #EventDrivenArchitecture #SoftwareArchitecture #AWS #GenAI #EventLoop #LambdaFunctions #EricJohnson CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1