Building a Medical AI Application with Grok 4
Blog post from Firecrawl
Grok 4 is a cutting-edge AI model designed for advanced tool integration and agentic reasoning, facilitating the creation of complex workflows. In a tutorial exploring its capabilities, Grok 4 is used to develop a medical prescription analyzer that processes uploaded prescription images to extract detailed information about medications, including dosage, pricing, and purchase links. The application leverages Grok 4's image analysis and function-calling abilities, along with the Firecrawl API, to scrape data from pharmacy websites. Users are guided through setting up an xAI account, generating an API key, and using the xAI SDK for both text-based and image-based prescription analyses. The tutorial also details the construction of a user interface using Gradio, enabling users to upload images and receive detailed reports. The application demonstrates the potential of combining AI-driven vision reasoning models with web scraping tools to automate data extraction and report generation from complex documents, while emphasizing the importance of verifying medical information with healthcare professionals.