NLP Boolean Search Tool

📖 Overview

The NLP Boolean Search Tool is a powerful application designed to convert natural language queries into Boolean expressions for optimized document retrieval. This tool is specifically tailored for environments like Worldox or local systems where Boolean-based searching is essential. By leveraging Natural Language Processing (NLP), the tool simplifies complex query generation and ensures precise search results.

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✨ Features

Core Functionalities

• 🧠 Natural Language to Boolean Conversion: Transforms user-input queries into Boolean expressions for compatibility with document management systems.
• 🔍 Multi-format Support: Handles PDFs, Word documents (.docx), and plain text files effectively.
• ⚡ Real-time Query Processing: Converts and displays Boolean results dynamically as queries are input.
• 📊 Progress Tracking: Visual feedback on search operations for better user interaction.
• 🚀 Seamless Integration: Designed to work alongside Worldox and similar document management systems.

Search Criteria

• File Name
• File Content

Supported Locations

• Desktop
• Documents
• Downloads

Output Features

• Optimized Boolean expressions
• Metadata such as file name, type, and location

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🛠️ Technology Stack

• Programming Language: Python
• Framework: Streamlit for UI
• Libraries:
  • OpenAI API for NLP
  • PyPDF2 for PDF handling
  • docx for Word document parsing
  • os for file operations