Overview
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Explore how to build cutting-edge generative AI applications using Scala through this conference talk from Scala Days 2025. Discover LLM4S, a comprehensive toolkit designed specifically for AI development in Scala, covering everything from basic large language model interactions to advanced agentic workflows. Learn about the toolkit's origins and development story from co-creator Kannupriya Kalra, including how community contributions through Google Summer of Code expanded its capabilities. Watch live demonstrations showcasing practical implementations including basic LLM calls, Retrieval-Augmented Generation (RAG) search systems, image processing workflows, and AI-powered code generation. Understand how to leverage LLM4S for building conversational agents, intelligent chatbots, automated code generation tools, image captioning and generation systems, document summarization services, semantic search engines, AI agents with planning and reasoning capabilities, multi-step workflows integrating text and data processing, content generation systems, and scalable GenAI-powered backend services. Gain insights into creating production-ready generative AI applications that combine the power of modern AI models with Scala's robust programming paradigms, whether targeting developer tools, enterprise solutions, or creative applications.
Syllabus
Graves & Kannupriya: Scala Meets GenAI - Build the Cool Stuff with LLM4S [Scala Days 2025]
Taught by
Scala Days Conferences