A Python utility allows users to create zip files that contain hidden data, which can be extracted using a Windows shortcut file. The script embeds the smuggled data within the zip structure without being indexed, making it invisible during normal examination. Extraction is accomplished through a PowerShell command that retrieves the hidden content and saves it as a text file.

LangExtract is a Python library designed to extract structured information from unstructured text using large language models (LLMs) based on user-defined prompts. It features precise source grounding, reliable output formats, interactive visualizations, and supports both cloud-based and local LLMs, making it adaptable to various domains without the need for fine-tuning. Users can easily set up API keys for cloud models and extend functionality with custom model providers.