Building a Production Grade Document Understanding System with LLMs скачать в хорошем качестве

Building a Production Grade Document Understanding System with LLMs

Speakers: Ville Tuulos, Co-Founder, Outerbounds Eddie Mattia, Data Scientist, Outerbounds Abstract: LLMs can be used to process troves of unstructured text automatically, e.g. to discover patterns, summarize and classify content, and enhance existing ML models through embeddings. In this workshop, we will build a realistic document understanding system that reads live, large-scale data continuously from a data warehouse, queries state-of-the-art LLMs (cost-) efficiently, and uses the results to power various use cases. The system is powered by open-source Metaflow and open models, so you can apply the blueprint easily in your own environment.