ArchitectureArchitecture
Conference50min
INTERMEDIATE

Beyond LLM: Building Modern Applications with RAG and AI Agents - The Right Way

This session shares two decades of experience to show how AI agents and Retrieval-Augmented Generation are transforming scalable app development. Attendees will gain practical strategies for unified architectures, reducing hallucinations, and leveraging lessons from NLP and Text-to-SQL, empowering them to build robust, innovative AI-powered systems.

Alex Magalhaes
Alex MagalhaesA.I.deology

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Thursday, November 13, 09:30-10:20
Mimosa 1
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In this talk, backed by two decades of experience in software engineering and data science, I will explore how AI agents and Retrieval-Augmented Generation are revolutionizing the development of modern, scalable applications. Packed with field-tested solutions and insights from top-tier Information Retrieval consultants, the session will delve into designing unified architectures, strategies for mitigating hallucinations, and lessons learned from working on NLP and Text-to-SQL since 2004—all aimed at empowering architects and developers to build robust, innovative AI-powered systems.
ai
architectures
retrieval
nlp
talks.speakers
Alex Magalhaes

Alex Magalhaes

A.I.deology

Netherlands

A veteran who traded the Brazilian sun for the stroopwafels of the Netherlands. I design modern software architectures for a living, and I have worked for FinTechs, Big Tech companies, and more. AI and Data-oriented solutions are my passion.

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