Aileen Villanueva

We all have those repetitive web tasks we wish would just handle themselves – sorting through data, extracting information from multiple pages, or customizing content for different audiences. What if your JavaScript application could do this autonomously, right in the browser?This talk demonstrates how to create intelligent AI agents in JavaScript that eliminate tedious tasks without sending sensitive data to the cloud. We'll combine modern web technologies with client-side AI techniques like RAG (Retrieval-Augmented Generation) and function calling to build applications that understand content, make decisions, and take actions based on user goals.

Unlock the potential of AI in Node.js applications through practical, real-world implementations. This session demonstrates how to integrate both open-source and closed AI models to build intelligent features like semantic search and autonomous agents. Attendees will learn production-ready patterns for RAG systems, vector embeddings, and AI agents while understanding the core architectural decisions behind each implementation. Perfect for developers ready to move beyond basic API calls to building sophisticated AI-enhanced applications.