Post by Orphentis Ai

Extracting structured data from research PDFs has always been messy. Lift just fixed it. This tutorial builds a complete PDF-to-JSON extraction workflow with controlled evaluation — not just a basic demo. • GPU environment setup for Colab compatibility • Schema-guided extraction — every field follows your defined structure • Field-level evaluation scores each extracted field individually • Precision mode selection based on available hardware • Controlled evaluation framework — measure accuracy, not just output Stop extracting PDF data and hoping for the best. Start measuring it. Full tutorial → https://lnkd.in/e9FNBE_U #MachineLearning #Python #OpenSource #DataScience #OrphentisAI