The Unstract Blog

Processing thousands of varied documents—from invoices to contracts to email threads—requires both flexibility and consistency. Unstract delivers structured, reliable JSON by overcoming LLM non-determinism with advanced techniques. Learn how.

In this article, we put Unstract’s LLMwhisperer and Mistral OCR to the test using a series of challenging sample documents. We’ll explore their outputs and wrap up with practical recommendations for which tool to use and when.

Whether starting from scratch or working on a large project, LLMs’ eagerness to please can often lead to misaligned results. The key is to ground them with clear, tight specifications—this simple step can mean the difference between a runaway app and the one you actually need.

Discover the essentials of accounts payable document processing—from OCR automation trends to common challenges—and learn how tools like Unstract simplify AP data extraction from scanned, photographed, or digital documents.

This guide explores how advanced Logistics OCR (Optical Character Recognition) and AI solutions like Unstract, powered by LLMWhisperer, are transforming logistics document parsing.

Learn how to build an AI agent using PydanticAI that automates document parsing, data processing, and storage—powered by Unstract, Pandas, and PostgreSQL—all driven by natural language.