, Senior Director, Product Management for Nemo (LLMs), NVIDIA
, Senior Director, Generative AI Data Strategy, NVIDIA
, Chief Executive Officer, LlamaIndex
Our panel of experts will talk about the best practices for building robust large language model (LLM)-based enterprise applications that deliver value and efficiency. Products such as ChatGPT have demonstrated the unprecedented power of LLMs in processing information and generating content. But harnessing LLMs for building enterprise applications introduces a spectrum of intricate challenges. They include, but aren't limited to, managing the behavior of LLMs (e.g., avoiding hallucination), adapting LLMs to domain-specific tasks while pre-trained on very general domain corpora, interacting with agents to execute some specific tasks, latency, security, and so on. We'll explore how enterprises can address these challenges and exploit the full potential of LLMs for their applications.