maridanilo/lexicon-clean

Lexicon_Project

Overview

Lexicon_Project is an application designed to assist users in understanding programming language concepts through AI-driven explanations and examples. It enhances learning by providing related links and terms, making complex coding terminology more accessible.

Description

The Lexicon_Project leverages a machine learning model to interpret and respond to user queries regarding programming terms. It not only offers clear explanations and relevant examples but also suggests additional resources to deepen the user's understanding. This interactive tool is ideal for both novice and experienced programmers seeking to expand their technical vocabulary.

Dataset

The model utilizes a dataset maintained by Antoine Bourgois, which is continuously updated to reflect the latest in AI and programming terminologies. The dataset can be accessed on Kaggle.

Getting Started

Dependencies

Ensure you have the following Python libraries installed:

• —streamlit
• —pandas
• —sklearn.metrics.pairwise (part of scikit-learn)
• —plotly.graph_objects

Installation

Install the required dependencies via pip:

pip install streamlit pandas scikit-learn plotly

Usage

To run the application, execute the following command in your terminal:

streamlit run main.py

Replace main.py with the path to the script if your setup requires it.

Contributing

Contributions to the Lexicon_Project are welcome! Please refer to the project's issues tracker to report bugs or suggest enhancements.