Event Streaming for Multi-Agentic Generative AI Workflows • Mary Grygleski • GOTO 2024

This presentation was recorded at GOTO Chicago 2024. #GOTOcon #GOTOchgo https://gotochgo.com Mary Grygleski - Java Champion & AI Practice Lead at Callibrity @marygrygleski9271 RESOURCES https://bsky.app/profile/mgrygles.bsky.social https://twitter.com/mgrygles https://github.com/mgrygles https://linkedin.com/in/mary-grygleski https://www.twitch.tv/mgrygles Links https://ossinsight.io/analyze/microsoft/autogen https://ossinsight.io/analyze/langchain-ai/langgraph https://ossinsight.io/analyze/crewAIInc/crewAI ABSTRACT Explore the potential of event streaming in implementing multi-agentic workflow systems for generative AI. Mary Grygleski delves into how real-time data streams can coordinate autonomous agents, enhancing efficiency and creativity in AI applications. Learn about the architecture, key technologies, and real-world use cases that demonstrate the power of event streaming to revolutionize generative AI workflows. Join us to uncover new horizons in AI innovation. [...] TIMECODES 00:00 Intro 02:00 Agenda 04:14 A brief intro & background of GenAl 14:35 Understanding the "players" in the GenAI era 16:35 The event-driven world & AI 27:19 Retrieval-Augmented Generation (RAG) 29:26 Vector DB & similarity search 34:49 Agents & multi-agentic workflows 44:04 Challenges of GenAI 44:35 Resources 45:43 Outro Download slides and read the full abstract here: https://gotochgo.com/2024/sessions/3373 RECOMMENDED BOOKS David Kjerrumgaard • Apache Pulsar in Action • https://amzn.to/3Q2V9gv Jowanza Joseph • Mastering Apache Pulsar • https://amzn.to/3Ma25Hz Viktor Gamov, Dylan Scott & Dave Klein • Kafka in Action • https://amzn.to/3CrB8KU Shapira, Palino, Sivaram & Petty • Kafka: The Definitive Guide • https://amzn.to/3RPtdLP Bill Bejeck • Kafka Streams in Action • https://amzn.to/3CGJiiM 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 #EventStreaming #GenAI #EventSourcing #RAG #RetrievalAugmentedGeneration #VectorDB #SimilaritySearch #Programming #SoftwareEngineering #EventDriven #MultiAgentic #MaryGrygleski 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