The latest articles on DEV Community by Abdelrahman Abdallah (@abdelrahman_abdallah_7593). https://dev.to/abdelrahman_abdallah_7593 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F2902111%2F41d7aba7-d567-4fc1-8270-7b483c847647.png https://dev.to/abdelrahman_abdallah_7593 en Abdelrahman Abdallah Fri, 28 Feb 2025 11:31:45 +0000 https://dev.to/abdelrahman_abdallah_7593/rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1724 https://dev.to/abdelrahman_abdallah_7593/rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1724 <p>We’re thrilled to introduce Rankify 🎉—a comprehensive, modular, and open-source Python framework that unifies retrieval, re-ranking, and retrieval-augmented generation (RAG) into a single powerful ecosystem.</p> <p>Rankify is designed for researchers, engineers, and AI practitioners working on search engines, question-answering, and knowledge-based text generation. Our goal is to provide a unified and scalable toolkit that simplifies benchmarking, experimentation, and deployment across state-of-the-art retrieval and ranking models.</p> <p>🔗 Paper: Read on <a href="https://arxiv.org/abs/2502.02464" rel="noopener noreferrer">arXiv </a><br> 🔗 GitHub: View the <a href="https://github.com/DataScienceUIBK/Rankify/tree/main" rel="noopener noreferrer">Repository</a><br> 🔗 Docs: Comprehensive <a href="https://rankify.readthedocs.io/en/latest/" rel="noopener noreferrer">Documentation</a></p> Abdelrahman Abdallah Fri, 28 Feb 2025 02:05:58 +0000 https://dev.to/abdelrahman_abdallah_7593/rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1472 https://dev.to/abdelrahman_abdallah_7593/rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1472 <p>We’re thrilled to introduce Rankify 🎉—a comprehensive, modular, and open-source Python framework that unifies retrieval, re-ranking, and retrieval-augmented generation (RAG) into a single powerful ecosystem.</p> <p>Rankify is designed for researchers, engineers, and AI practitioners working on search engines, question-answering, and knowledge-based text generation. Our goal is to provide a unified and scalable toolkit that simplifies benchmarking, experimentation, and deployment across state-of-the-art retrieval and ranking models.</p> <p>🔗 Paper: Read on <a href="https://arxiv.org/abs/2502.02464" rel="noopener noreferrer">arXiv </a><br> 🔗 GitHub: View the <a href="https://github.com/DataScienceUIBK/Rankify/tree/main" rel="noopener noreferrer">Repository</a><br> 🔗 Docs: Comprehensive <a href="https://rankify.readthedocs.io/en/latest/" rel="noopener noreferrer">Documentation</a></p> Abdelrahman Abdallah Thu, 27 Feb 2025 20:54:11 +0000 https://dev.to/abdelrahman_abdallah_7593/announcing-rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1jma https://dev.to/abdelrahman_abdallah_7593/announcing-rankify-the-all-in-one-toolkit-for-retrieval-re-ranking-and-rag-1jma <p>We’re thrilled to introduce Rankify 🎉—a comprehensive, modular, and open-source Python framework that unifies retrieval, re-ranking, and retrieval-augmented generation (RAG) into a single powerful ecosystem.</p> <p>Rankify is designed for researchers, engineers, and AI practitioners working on search engines, question-answering, and knowledge-based text generation. Our goal is to provide a unified and scalable toolkit that simplifies benchmarking, experimentation, and deployment across state-of-the-art retrieval and ranking models.</p> <p>🔗 Paper: Read on <a href="https://arxiv.org/abs/2502.02464" rel="noopener noreferrer">arXiv </a><br> 🔗 GitHub: View the <a href="https://github.com/DataScienceUIBK/Rankify/tree/main" rel="noopener noreferrer">Repository</a><br> 🔗 Docs: Comprehensive <a href="https://rankify.readthedocs.io/en/latest/" rel="noopener noreferrer">Documentation</a></p> python ai openai rag