Agri-Bayes.

Agri-Bayes Workbench is an AI-powered demonstration of how to build

production-ready web applications for Bayesian statistical analysis. It features real-time MCMC sampling with live progress tracking, automatic AI interpretation of complex Bayesian posteriors using Google's Gemini API, and a beautiful, responsive interface with posterior distribution visualization.

While built for (a simulated) agricultural soil nitrogen analysis, the architecture is intentionally generalized—making it an ideal template for any field requiring Bayesian inference (medical research, finance, environmental science, A/B testing, etc.).