CodeRAG is an agentic RAG framework for code understanding that integrates multi-source retrieval and iterative refinement. It preserves code structure through AST-aware chunking and models cross-file relationships using a code knowledge graph, enabling accurate and context-aware reasoning over large code repositories.
A novel AR simulation-based training system, which integrates interaction on a 3D phantom and a synchronized 2D augmented laparoscopy visualization system providing three major functionalities: augmented laparoscopic view, interactive phantom operation, and contextual guidance.
An interactive web tool that visualizes a weighted knowledge graph containing 2,376 version knowledge extracted from Stack Overflow discussions. Decide allows the users to easily check whether two libraries are compatible or not, search for a third-party DL component, and shows relevant SO posts as references.
Our AI-powered Diet Assistant App, FoodPrint, has revolutionized the way to track and manage fasting routines. With FoodPrint, you can experience the convenience of a dynamic fasting timer, an image-based calorie calculator, a comprehensive diet and weight tracker, and a personalized LLM-powered chatbot diet instructor.