This was my senior capstone group project, and a crucial opportunity for me to dive into Langchain and OpenRouter more.
It consists of a dashboard map showing satellite before-and-after disaster images and their respective locations. We bench-marked and integrated a Vision Language Model to predict and show the severity of each disaster.
The dashboard contains an integrated chat bot using Retrieval Augmented Generation. Yes, I understand there are now better methods to fetch data now instead of text chunking, but this was more about prioritizing the MVPs and deployment.
I worked on the APIs and the chatbot, and architected the entire system. We prioritized performance and token minimization.