Harnessing EDA & Workflows to Build Real World GenAI Apps • Uma Ramadoss & Veda Raman • GOTO 2024

This presentation was recorded at GOTO EDA Day 2024. #GOTOcon #GOTOeda #GOTOldn http://gotoldn.com Uma Ramadoss - Principal Solutions Architect at AWS Veda Raman - Senior Solutions Architect for AI & ML at AWS ORIGINAL TALK TITLE Harnessing EDA & Workflows to Build Real-world Generative AI Applications RESOURCES Uma https://twitter.com/uma_ramadoss https://www.linkedin.com/in/uma-r-96578910 Veda https://linkedin.com/in/vedashreeraman Links https://serverlessland.com/explore/goto_eda_genai ABSTRACT Discovering ways to seamlessly incorporate generative AI into your existing applications is a key avenue for unlocking new capabilities. However, the process of efficiently integrating these capabilities while ensuring accuracy and safety poses significant challenges. In our presentation, you learn about techniques such as prompt chaining and human-in-the-loop to enhance the accuracy and safety of the Generative AI model responses. We also learn about integrating generative AI applications with your existing systems through workflows and event-driven architecture, enabling smooth interoperability. [...] TIMECODES 00:00 Intro 00:59 Agenda 02:21 Generative AI 11:39 Event-driven Architecture 22:27 Prompt chaining: Building out the workflow 33:56 Human in the workflow 36:53 Demo 42:02 Resources 42:27 Outro Read the full abstract here: https://gotoldn.com/2024-eda-aws-day/sessions/3252 RECOMMENDED BOOKS James Urquhart • Flow Architectures • https://amzn.to/3Tyz8cY 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 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #GenerativeAI #GenAI #EDA #LLM #SageMaker #Serverless #EventDrivenArchitecture #SoftwareArchitecture #AWS #EventDriven #PromptChaining #EventBridge #AmazonBedrock #UmaRamadoss #VedaRaman 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