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embeeded

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Simple RAG Document QA is a lightweight Retrieval-Augmented Generation (RAG) project that answers user questions using information retrieved from a local document. The project demonstrates the complete RAG pipeline, including text preprocessing, lemmatization, document chunking, Hugging Face embeddings, FAISS vector search, and local Llama 3.1 gene

  • Updated Sep 15, 2026
  • Python

DuFy is an AI-powered music recommendation system designed to solve a real problem in the music discovery industry. Many users, editors, and content creators struggle to find music that matches a specific mood, style, or theme, and even when they do, it often takes too much time or effort.

  • Updated Feb 19, 2026
  • HTML

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