Data Ingestion of Guide Commericiale

Introduction

Timeframe	Task	Completion
Week 4	Explore and define possible approaches to the problem Explore the existing Guida Commerciale documents	✓
Week 5	Establish a pipeline for the project Explore pricing plans for OpenAI GPT models and Geocoding platforms Set up the GitHub repository	✓
Week 6	Start to experiment with different OCR models and potential alternatives, such as PDF text extraction libraries Attempt to cluster pages based on different page types using an unsupervised learning approach	✓
Week 7	Autumn Break	✓
Week 8	Create a new approach/pipeline that relies on basic domain knowledge to obtain better results Set up the semantic annotation platform, INCEpTION, for the new approach	✓
Week 9	Complete midterm presentation Run OCR with Pytesseract Extract text using PDFPlumber Compare the two text extraction approaches, choose the most suitable approach, and pre-process the text output	✓
Week 10		✓
Week 11		✓
Week 12
Week 13
Week 14	Complete the written deliverables and the GitHub repository Prepare the final presentation discussing the results