Welcome to the CASML—Generative AI Hackathon. This competition challenges you to build a Retrieval Augmented Generation (RAG) system capable of answering questions from a provided book in the database section. Your RAG system should generate accurate answers and provide precise references to sections and page numbers within the book that support your answers. If this is your first time participating in a Kaggle competition, please refer to our [Getting Started Guide](https://www.kaggle.com/docs/competitions-setup) for help. You can also find useful information in [Kaggle's competition documentation](https://www.kaggle.com/docs/competitions), including instructions on submitting predictions. **Goal**: Develop a RAG system that can accurately answer questions based on the provided book and Include exact references to the relevant sections and page numbers.