Large Language Models (LLMs) have enormous potential, but also challenge existing workflows in industry that require modularity, transparency and structured data. In this talk, I’ll present pragmatic and practical approaches for how to use the latest generative models beyond just chat bots. I’ll dive deeper into spaCy’s LLM integration, which lets you plug in open-source and proprietary models and provides a robust framework for extracting structured information from text, distilling large models into smaller task-specific components, and closing the gap between prototype and production.
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