<ul data-eligibleForWebStory="false">Recent advancements in open-source vision-language models provide compact solutions for AI tasks.These models with billions of parameters offer high accuracy on images and text.Their edge deployment potential in public sectors can streamline data processing and service efficiency.The use of small LLMs can automate data extraction, bridging analog to digital workflows.