HafsaBoussaboun/Hackathon_IntelliTech

This project develops a generative AI application that enhances the tourism experience in Morocco. The app provides detailed information on historical monuments. # MoroccoGuideBot : Enhancing Moroccan Tourism This project develops a Chatboot application that enhances the tourism experience in Morocco. The app provides detailed information on historical monuments. ## Problem Tourism in Morocco faces several challenges for visitors. Among these challenges are: - **Language Barriers**: Tourists may struggle to communicate with locals, especially in rural areas where foreign languages are less commonly spoken. - **Navigation Difficulties**: Navigating unfamiliar cities and finding points of interest can be challenging, particularly without prior knowledge of the local geography. - **Limited Access to Local Information**: Information about tourist attractions, local events, cultural customs, and local recommendations is not always easily accessible or up-to-date. ## Proposed Solution To address these challenges, we have developed a chatbot application that enhances the tourism experience in Morocco. - provides detailed information on historical monuments, places to visit in a city , hotels .. - suggest Tours - Generating information about historical monuments from pictures - The user provides the chatbot with their budget, and it recommends hotels and dining options accordingly. ## Dataset used Datasource : Fondation Nationale des Musées. This sheet provides detailed information about the museums of Morocco. data.gov.ma We also collect data from various sources, such us website , pdfs ... ## Model used ### Large Language Model: Mistral 7B Instruct Our application leverages the **Mistral 7B Instruct** model, hosted by Hugging Face. This model is a state-of-the-art language model optimized for understanding and generating human-like text based on the input it receives. We specifically chose this model for its ability to process complex queries and generate detailed, contextually relevant responses. This capability is fundamental to providing accurate and useful informat …