GenerativeAI in Personal Dairy Information Retrieval for Criminal Investigation
K. V. S. S. R. Murthy, J. Rajanikanth, R. Shiva Shankar, Ch. Ravi Swaroop, D. Ravibabu · 2024
Criminal investigation involves studying facts for trials, using forensic science techniques. A wide-ranging criminal investigation involves various methods such as searching, interviews, interrogations, evidence collection, and preservation. During the investigation of specific crimes, recent demographic changes have been observed, indicating a higher priority for their investigation. This paper explores a crime investigation using Generative AI and Information Retrieval, focusing on Personal Dairy and its impact on crime involvement probability Using Bayes Belief Network Classification. Retriever Augmented Generation (RAG) is an AI framework that utilizes external knowledge to provide accurate and current crime information for large language models (LLMs) and offer users insights into their generative process.