From Clicks to Conversations: Designing LLM-powered Apps by Marie-Alice Blete

Buckle up, we are about to embark on a journey through human-computer interaction. Remember the good old days of graphical interfaces and mice? Hold on to your keyboards because we're living in the age of the second revolution: natural language interaction. Join me in this presentation where we'll unleash the power of natural language interaction by turning a boring application into a fantastical LLM-powered app. Wave goodbye to those buttons, filters, and navigation panels because we're about to rewrite the user interface rulebook! We'll demystify the process by starting from the basics— a quick recap' of LLM principles, followed by a three different solutions using the OpenAI API, including the LangChain framework. By the end of this talk, you'll be armed with all the knowledge you need to build your own LLM-powered applications. You will also have a list of tricks, tips, and a good idea of the pitfalls related to working with LLMs.