Kean Seng Tan@LeonTan

Current there is a critical problem in today's society, which is the lack of understanding and communication between individuals and groups with diverse backgrounds and perspectives. This problem is particularly acute in the realm of politics, where people with different political views often struggle to understand each other and find common ground. In the media, there is also growing concern about the "echo chamber" effect, where people only consume news and information that confirms their existing beliefs and values, rather than seeking out diverse perspectives and engaging with different viewpoints. That is where Perspectlysis AI comes in. It is an AI assistant that can help to predict the feelings and actions that might be taken by people with different backgrounds and political views when they read about a news or article.

Users often struggle to find the most relevant and useful documents related to their needs due to Inefficient keyword-based search and Lack of query context. Our solution to this problem is building a tool call Doc Search AI. It is an AI Document Searching tool that addresses the shortcomings of traditional search methods and offers users a more effective and efficient way to find relevant documents by leveraging advanced AI techniques. Doc Search AI will takes users query as input, then using large language model (we use GPT2 open source model) to expand the users' document queries in more details, and use other AI techniques like keywords extraction and vectorize the search query to improve the quality of search so that the results return to users will be more relevant to what users want.