Generative AI Hackathon with IBM watsonx

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AI-driven Quran translation app with references and user history tracking.

Quranic Insights

reemamemon

zambiz

eeshwar369

Inferno_Flarefgs0

This is a Quranic Knowledge AI Chatbot designed to provide answers directly from the Quran in Arabic, followed by translations and explanations in the same language as the user's input. The chatbot also provides detailed references, including Para, Surah, and Ayah numbers, for each answer. The model is specifically designed to answer queries related to the Quran. Key features include:

-Quranic Verses in Arabic: Provides the relevant Quranic verse in Arabic for each query.
-Language-Specific Explanations: Delivers explanations and translations in the user's input language.
-Detailed References: Includes Para, Surah, and Ayah numbers for each Quranic reference.

The process of the code involves utilizing a RAG (Retrieval-Augmented Generation) pipeline to ensure enhanced contextual accuracy. When a user inputs a query, the system retrieves relevant verses using Faiss for fast and scalable vector searches. The AI models, specifically IBM Granite and MiniLM, then generate accurate and contextually appropriate responses. The output is delivered through a Streamlit interface, which provides an interactive and user-friendly experience. 
Future enhancements include integrating Hadith and Sunnah, along with voice recognition capabilities.

An AI-powered Islamic assistant that uses advanced models and a RAG pipeline to provide Quranic verses in Arabic, along with translations, explanations, and references, ensuring accurate and contextually relevant responses to users' queries.

"Quranic Insights team on Generative AI Hackathon with IBM watsonx Hackathon"

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