This workshop will focus on the design patterns and essential components necessary for developing applications using large language models (LLMs). It will also cover best practices for integrating LLMs into our applications, highlighting the importance of the context window, modular design, scalability, and maintenance. Participants will acquire practical knowledge on developing LLM applications, including chat applications, retrieval-augmented generation (RAG) systems, and agent-based tools.