Overview
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Learn to build practical AI applications with Drupal in this 46-minute conference talk that goes beyond basic LLM integration. Discover how to effectively implement Large Language Models like ChatGPT while understanding their capabilities and limitations for custom projects. Explore a live demonstration of an AI-powered DrupalCon session recommender with a conversational interface, and master an ideation process for identifying valuable AI applications. Gain essential knowledge about LLM fundamentals, including In-context Learning and Retrieval Augmented Generation (RAG), while understanding cost optimization strategies and implementation considerations. Perfect for both technical and non-technical audiences, gain insights into AI providers, resource management, and practical application development techniques that will help transform theoretical AI knowledge into valuable business solutions. Walk away with concrete examples, best practices, and inspiration for creating custom AI applications that leverage Drupal's integration capabilities.
Syllabus
AI with Drupal - Using LLM technology is easy, but how do you actually build useful applications?
Taught by
Drupal Association