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Built using Machine Learning, NLP, and Gradio, this project leverages semantic search techniques to provide personalized recommendations based on categories, themes, and tones.\n\n# Features\n * Semantic Search – Finds books based on meaning, not just keywords.\\\n * Personalized Recommendations – Suggests books based on user input. \\\n * Gradio-Powered UI – Simple and interactive web interface. \\\n * Multi-Category \u0026 Mood-Based Filtering – Helps users find books matching their current mood.\\\n * Image \u0026 Description Display – Shows book covers and short descriptions.\n\n# Tech Stack\nPython (Pandas, NumPy), \nMachine Learning (TF-IDF, NLP), \nGradio\n\n# How It Works\n * User enters a query, category, and tone.\\\n * The system retrieves relevant books using semantic search.\\\n * Recommended books are displayed with images and descriptions.\n\n# 📌 Installation \u0026 Usage\n1. Clone the repo:\n```\ngit clone https://github.com/Sourodip20kar/MindfulLibrary.git\ncd MindfulLibrary\n\n```\n2. Install dependencies:\n```\npip install -r requirements.txt\n```\n3. Run the application:\n```\npython dashboard.py\n```\n4. Open ```http://127.0.0.1:7860``` in your browser.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsourodip20kar%2Fmindfullibrary","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsourodip20kar%2Fmindfullibrary","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsourodip20kar%2Fmindfullibrary/lists"}