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Senior Consultant
Singapore
3 years of experience
Developer & Cloud Enthusiast
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.