Discover the key to successfully deploying Large Language Model (LLM) applications in production environments in this 31-minute talk from MLOps World: Machine Learning in Production. Learn how structured evaluation has become crucial for transitioning AI projects from experimental stages to delivering real customer value. Explore the importance of AI adoption in enterprise settings and its impact on competitiveness. Examine real-world examples, such as Klarna's implementation of AI assistants in customer support. Gain insights into overcoming challenges in deploying AI apps at scale and understand the role of evaluation frameworks like TruLens OSS in accelerating production readiness. Follow a step-by-step guide on logging and evaluating LLM applications, identify critical decision points in the deployment process, and learn how systematic evaluation can fast-track your path to production.
The Secret Sauce for Deploying LLM Applications into Production
MLOps World: Machine Learning in Production via YouTube
Overview
Syllabus
The Secret Sauce for Deploying LLM Applications into Production
Taught by
MLOps World: Machine Learning in Production
