Overview

STMS (Science and Technology Monitoring System) aims to streamline policy monitoring related to science and technology for governmental decision-making. By storing web data as a vector database, STMS enhances the efficiency and effectiveness of semantic searches. The primary focus of STMS is to exceed human capabilities in monitoring vast amounts of data weekly, performing big data analyses, and understanding emerging global agendas specifically related to science and technology.

Key Features:

• Vector Database: Automates the conversion of unstructured web text data into vector data, facilitating efficient storage and retrieval.

• Semantic Search: Enhances research by retrieving data from the vector database relevant to specific topics.

• Topic Modeling: Employs AI agents to identify and interpret significant topic clusters within the data.

• RAG Agent: The Retrieval Augmented Generation (RAG) agent curates the most representative documents for each topic cluster and provides detailed interpretations.