TutoriaLLM is a self-hosted, full-stack web application designed as a programming learning platform for K-12 education. It features a Blockly-based visual programming interface integrated with Minecraft, AI-powered tutoring via OpenAI for real-time guidance and tutorial generation, and comprehensive session tracking including dialogue, workspace state, and multimedia. The architecture follows a monorepo structure with pnpm workspaces, separating concerns into frontend (React/Vite/Tailwind), backend (Node.js/Hono/PostgreSQL with Drizzle ORM), Blockly extensions, and documentation. Key functionalities include user authentication, session persistence, admin dashboard for content management, vector-based tutorial recommendations, and progress analytics. The system relies on external services like OpenAI API, PostgreSQL with pgvector, and S3-compatible storage (MinIO) for media.
This repository contains a full-stack web application deployed on AWS ECS with a CI/CD pipeline. The frontend is a Vue.js application that retrieves product data from a backend Node.js/Express API. The backend scans a DynamoDB table and returns product information, including image URLs stored in S3. Infrastructure is provisioned via Terraform, including networking, ECS cluster/services, ECR repositories, IAM roles, CodePipeline/CodeBuild/CodeDeploy for Blue/Green deployments, autoscaling, and supporting resources (S3, DynamoDB, SNS). The architecture separates concerns with modular Terraform modules and implements production-grade practices like health checks, Swagger documentation, and stress testing.