Receipt and invoice digitization has evolved far beyond traditional OCR systems. Modern SaaS platforms now combine […]
While building the ReceiptFlow pipeline using llama.cpp and Qwen models, I wanted to understand whether combining […]
Receipt processing is one of those problems that looks simple on the surface but becomes increasingly […]
Extracting structured data from real-world enterprise receipts sounds simple at first, but it quickly turns into […]
Even after applying model optimization and output cleaning, one critical issue remained in the ReceiptFlow pipeline: […]
Even after selecting the right model and optimizing input format, inconsistencies in LLM outputs continued to […]
After selecting an appropriate model for structured extraction, inconsistencies in output still persisted within the ReceiptFlow […]
After identifying that tool calling was unreliable in a local LLM setup, the next critical step […]
When building ReceiptFlow, the goal was simple: take messy OCR output from receipts and convert it […]
This article explores the concept of Sovereign AI and introduces Data Philter, an open-source, local-first AI […]