Title: Agentic AI + LLM Powered Document Retrieval System. About: This article explores a possible solution that overcomes the issues inherent to LLMs to a high degree, making use of recent technological advancements such as agentic AI and RAG, along with some classic, well known LLM techniques such as end-to-end evaluation, relevance assessment, knowledge graphs and more. This solution makes sure that the system “understands” the document at a human-level to the highest degree possible.
Title: AI Powered Public Mental Health Tracker. About: AI Driven Public Mental Health Tracker aims to create a preventative solution for a group of people, rather than focusing on an individual. With the help of emerging Machine Learning technologies, this project aims to detect and accurately analyse the aggregated mental health of the public, and provide the possible cause of this mental state. This article provides an explorative literature survey on past, related technologies.