Blog
Technical articles about structured data extraction, LLM agents, and document processing.
Technical articles about structured data extraction, LLM agents, and document processing.
Why PDF-to-Markdown Fails for Structured Extraction
The information loss that breaks LLM-based extraction
Building an Autonomous Extraction Agent
How Struktur's agent explores documents and extracts data
The Chunking, Validation, and Retry Problem
Why you keep writing the same extraction boilerplate
Agent vs Simple vs Parallel: Choosing a Strategy
When to use each extraction strategy
Extracting Invoices at Scale
Real-world example: processing 10,000 invoices