Fot. Adam Stepien / ministerstwoportretu.pl
Python Summit 2024 at the Copernicus Science Center in Warsaw
Posted on 11 December 2024 in events
During my talk I shared the journey of building a system that maps unstructured company descriptions to official industry codes which is challenging because of 1800 possible classification categories and multiclass classification.
In presentation I described how over the years, we’ve evolved our solutions:
– From random forest classifier
– To zero-shot + classification dedicated Large Language Model (LLM)
– And finally, LLMs + Retrieval Augmented Generation (RAG)