A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM

Challenges exist in learning and understanding religions, such as the complexity and depth of religious doctrines and teachings. Chatbots as question-answering systems can help in solving these challenges. LLM chatbots use NLP techniques to establish connections between topics and accurately respond to complex questions. These capabilities make it perfect for enlightenment on religion as a question-answering chatbot. However, LLMs also tend to generate false information, known as hallucination. Also, the chatbots' responses can include content that insults personal religious beliefs, …

capabilities challenges chatbots complexity cs.ai cs.cl llm llm chatbots nlp nlp techniques question question answering questions rag systems topics understanding