Machine Learning

When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout

When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout

companion in Enterprise Document Intelligence, the series that builds an enterprise RAG system from four bricks. Article 5 (document parsing)…
Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)

Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)

1. Over the past decade, deep learning as a field has grown quite significantly, whether it be the compute capacity…
A Harness for Every Task: Putting a Team of Claudes on One Job

A Harness for Every Task: Putting a Team of Claudes on One Job

1. For most of 2024 and 2025, the default answer was simple: give the task to one agent, use the…
I thought Data Engineering was just Writing Documentation. I was wrong.

I thought Data Engineering was just Writing Documentation. I was wrong.

The ETL pipeline, I thought I had a good grasp of what data engineering really is. You extract data from…
Is Language Recognized? Experimenting with Chinese characters

Is Language Recognized? Experimenting with Chinese characters

widely discussed on Douban – a Chinese social network – about a broken printer. The owner noticed that when the…
Google announces new community investment in Virginia

Google announces new community investment in Virginia

Virginia has been home to Google for more than a decade, with an office in Reston and data centers in…
BI is Dead, Long Live BI

BI is Dead, Long Live BI

The bottle of truth is never an analysis. The post BI Is Dead, Long Live BI appeared first on Towards…
Stop Returning Flat Text from a PDF: The Relational Shape RAG Needs

Stop Returning Flat Text from a PDF: The Relational Shape RAG Needs

brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval,…
Stop Returning Flat Text from a PDF: The Relational Shape RAG Needs

Stop Returning Flat Text from a PDF: The Relational Shape RAG Needs

brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval,…
I-PySpark yabaqalayo: Ngale Kwezisekelo

I-PySpark yabaqalayo: Ngale Kwezisekelo

kulolu chungechunge, I-PySpark yabaqalayo: Ukuqonda Okuyisisekelo lapho-ke usuvele uqonda inhliziyo ye-Spark: idatha esabalalisiwe, ama-DataFrames, nokubulawa okuvilaphayo. Ufake i-PySpark, wamisa i-SparkSession,…
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