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cff-version: 1.2.0
message: "If you use this software, please cite it as below."
title: "EstateWise: Chapel Hill Real Estate AI Chatbot"
version: "1.0.0"
date-released: "2025-05-15"
type: software
authors:
- family-names: "Nguyen"
given-names: "Son"
orcid: "https://orcid.org/0009-0002-7806-068X"
repository-code: "https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot"
url: "https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot"
license: "MIT"
keywords:
- real estate
- chatbot
- conversational AI
- retrieval-augmented generation
- Pinecone
- vector search
- k-means clustering
- chain-of-thought
- mixture-of-experts
- Next.js
- Express.js
- MongoDB
- Redis
- Vercel
- AWS
- GCP
- Terraform
abstract: >-
EstateWise is an intelligent real estate assistant chatbot designed to help users
in Chapel Hill, NC, discover properties through hyper-personalized AI recommendations.
The system integrates Retrieval-Augmented Generation (RAG) with Pinecone, kNN similarity,
k-means clustering, Mixture-of-Experts (MoE), and chain-of-thought reasoning to provide
tailored results. It is built as a full-stack monorepo featuring Next.js, React, Express,
TypeScript, Tailwind CSS, MongoDB, Redis, Docker, and cloud-native deployments on AWS,
GCP, Azure, and Vercel. EstateWise supports real-time chat, interactive data visualizations,
CI/CD pipelines, monitoring with Prometheus/Grafana, and a VS Code extension for
developer integration.