The Vision Recall plugin transforms Obsidian into a powerful visual knowledge base by automatically processing and organizing screenshots. It monitors a designated intake folder, instantly capturing and analyzing images using Optical Character Recognition (OCR) and Vision Language Models (LLMs) like OpenAI's GPT-4o or Ollama. Extracted text, AI-generated summaries, and smart tags are added to Obsidian notes for easy retrieval. Users can browse screenshots in a gallery or list view, apply filters, and manage metadata efficiently.