Explore the integration of Large Language Models (LLMs) in media monitoring through this 30-minute conference talk from EuroPython 2023. Dive into the journey of implementing OpenAI models for text summarization in production, including the challenges and insights gained. Learn about the rapid adoption of ChatGPT-like technologies in Natural Language Processing and discover how one team transitioned from using pre-trained models to developing their own custom LLM within just three weeks. Gain valuable insights into the practical applications and lessons learned from working with cutting-edge AI tools in a real-world media monitoring context.