Have you ever built a cool LLM project that you just know could change the world, but then got stuck when it came to scaling it up for production? You're not alone! This talk will be your fiery guide through the exciting, but often tricky, journey of taking your LLM project from a fun demo to a full-fledged production system.

We'll dive into the biggest challenges of engineering prompts for LLMs, like that pesky ambiguity of natural language and the inconsistency of LLM outputs that can leave you scratching your head. But fear not, we'll also explore battle-tested solutions to tame these beasts, like using few-shot learning to evaluate your prompts before you unleash them on the world.

Get ready to brainstorm alongside fellow LLM enthusiasts about the potential of these large language models to become the next generation of AI assistants and chatbots. So, buckle up and join us to turn those tiny sparks of LLM creativity into a roaring fire of production-ready applications!