AI Test Case Classifier using Topic Modeling

A Streamlit-based tool to classify industrial automation test cases using LDA Topic Modeling.
The app allows users to upload test cases in CSV format, preprocesses text, applies NLP techniques, and displays topic-labeled outputs with interactive graph visualization.

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Features

• Upload test case .csv files
• Clean and preprocess text using NLP
• Apply LDA topic modeling using scikit-learn
• Interactive topic graphs using PyVis
• Streamlit-based user interface
• Visualize relationships between topics and test cases

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Demo Screenshots

Home Page

Graph Visualization

Search Feature

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Getting Started

Installation

git clone https://github.com/YourUsername/AI-Test-Case-Classifier.git
cd AI-Test-Case-Classifier
python -m venv .venv
source .venv/bin/activate  # Windows: .venv\Scripts\activate
pip install -r requirements.txt