Enterprise LLM Applications - Not Just a Technological Challenge
Explore the world of enterprise Large Language Model (LLM) applications in this introductory tutorial. Delve into the challenges and opportunities presented by Generative AI and LLMs, going beyond popular applications like Bard, ChatGPT, Midjourney, and Dall.E. Examine the complexities of implementing LLMs in enterprise settings, including trade-offs between latency, accuracy, and response consistency. Gain insights into the fundamental workings of LLMs, embeddings, vector databases, and retrieval processes. Discover a canonical architecture for LLM applications and learn about various commercial and open-source tools available for building these systems. This one-hour live-streamed session, suitable for beginners with no prior Generative AI or LLM knowledge, offers a comprehensive overview of the technological and practical aspects of enterprise LLM implementation.