This presentation was recorded at GOTO Chicago 2024. #GOTOcon #GOTOchgo
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Mary Grygleski - Java Champion & AI Practice Lead at Callibrity @marygrygleski9271
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Links
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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
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#EventStreaming #GenAI #EventSourcing #RAG #RetrievalAugmentedGeneration #VectorDB #SimilaritySearch #Programming #SoftwareEngineering #EventDriven #MultiAgentic #MaryGrygleski
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