Andrej Baranovskij Blog

I explain how we extract data with Sparrow Parse, using Table Transformer to identify table area and build table structure to be processed b...

Table Transformer model is able to provide table functional analysis. As result we can identify table header area and build cells to enclose...

I show how an open-source transformer model from Microsoft for table detection and structure recognition works. The code is integrated into ...

In this video, I demonstrate the latest updates to the Sparrow OCR Service using PaddleOCR. I walk you through the OCR service workflow in S...

FastAPI Endpoint for Sparrow LLM Agent. I show how FastAPI endpoint is used in Sparrow to run LLM agent functionality from API client.   

I explain how Sparrow Parse API is integrated into Sparrow for data extraction from PDF documents, such as invoices, receipts, etc.   

LLMs tend to hallucinate and produce incorrect results for table data extraction. For this reason in Sparrow we are using Instructor structu...