Team
Yatharth Thakur, Bavalpreet Singh, Yashi Sikligar, Vishnu Vinay, Anandsagar Shaji
Categories
Artificial Intelligence
Overview
Real Estate Insights integrates a Retrieval-Augmented Generation (RAG) approach with web scraping to extract House Sigma property data. Stored vectors are weighted sums of features in Pinecone, this data enables efficient retrieval. Through a Streamlit GUI, user input is transformed into vectors using sentence transformers, filtered using the NLP technique from vector DB, reranked, and augmented for personalized recommendations. This methodology ensures accurate representation, efficient filtering, and enhanced user interaction, revolutionizing real estate information accessibility for users and investors.
Ilore AI powered property search system
Real Estate Insights integrates a Retrieval-Augmented Generation (RAG) approach with web scraping to extract House Sigma property data. Stored vectors are weighted sums of features in Pinecone, this data enables efficient retrieval. Through a Streamlit GUI, user input is transformed into vectors using sentence transformers, filtered using the NLP technique from vector DB, reranked, and augmented for personalized recommendations. This methodology ensures accurate representation, efficient filtering, and enhanced user interaction, revolutionizing real estate information accessibility for users and investors.
