Navigating the Maze of LLM-powered Systems Development
11:10 - 11:50, 22nd of May (Wednesday) 2024/ DEV ARCHITECTURE STAGE
In this talk, we will delve into the challenges we have faced while developing LLM-powered systems for practical applications. Although LLMs introduce exciting new capabilities, they also bring unique challenges that complicate the transition from prototype to production. We will examine the difficulties encountered in creating these systems, covering topics such as RAG, LLM agents, evaluation, guardrails, UX, and more.
LEVEL:
Basic
Advanced
Expert
TRACK:
AI/ML
Software Architecture
TOPICS:
AI
FutureTrends
