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Intelligent-Information-retrieval-System\n\nAn intelligent SRI application using python base on the on CISI collection.\n\nThis Python web app application made with Gradio implements various information retrieval models like :\n\n- A vectorial model based on multiple functions like the **Scalar Product**, the **Cosine Measure**, and the **Jaccard Measure**\n\n- A boolean model\n\n- A probabilistic model based on the **BM25** function\n\n- A text mining model using **Density-based spatial clustering of applications with noise (DBSCAN)** for document clustering and **Naive Bayes** for queries classification\n\n- A deep learning model using two **Recurrent Neural Networks (RNN)** architecture **Long Short-Term Memory (LSTM)** and **Gated Recurrent Unit 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