Built on OpenAI’s API and leveraging the Retrieval-Augmented Generation (RAG) model, the chatbot bridges the gap between users and SNAP resources by delivering answers in English and Spanish (among other languages).
Topic
Chatbot
MPI Grad Students Present MOMCare with AI
This paper presents MOMCare, a chatbot designed to support mothers navigating the challenges of PPD. MOMCare has a retrieval-augmented architecture with an end-to-end pipeline from data preprocessing to response generation. It employs hybrid classification, a dual embedding system, a dual verification guardrail, and a medical domain-specific reranking mechanism to generate empathetic and relevant PPD responses.