CSVTU-GPT

This repository hosts the CSVTU GPT app, a Streamlit-based interactive application designed to provide efficient access to subject-specific academic information and resources. It supports functionalities like fuzzy matching, exact word matching, and syllabus search capabilities, enabling users to query data conveniently.

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Features

• Interactive Query Resolution: Use fuzzy matching and exact word matching to find the most relevant academic answers from the dataset.
• Syllabus Search: Identify and access specific syllabus files quickly.
• Customizable UI: A polished and user-friendly interface with background images for better usability.

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Libraries Used

• Streamlit: For building the web application and handling user interface interactions.
• Pandas: To handle data reading, manipulation, and analysis.
• fuzzywuzzy: For matching user input with questions in the dataset.
• OS: To navigate the file system and manage file paths.

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App Links

Explore the web scraping functionalities at: CSVTU GPT App

Discover CSVTU-specific question-answering features here: CSVTU GPT

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Functions Overview

display_background_image

Sets the background image with opacity to create a visually appealing and customized user interface.

load_data_from_directory

Loads CSV files containing datasets, excluding a specified university file.

find_common_word_matches

Finds exact and partial matches between user input and question data.

get_best_matches

Uses fuzzy matching to retrieve the most relevant questions and their corresponding answers.

check_for_syllabus

Identifies relevant syllabus files based on user input.

display_response

Displays matched responses or relevant syllabus files in an interactive manner.

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Directory Structure

|-- Codes
|   |-- Dataset
|       |-- Website_Data
|       |-- Preprocessed_Dataset
|       |-- Syllabus_Data
|       |-- Syllabus_Data_PDF
|-- Resources
|-- LICENSE
|-- README.md

• Codes: Contains the code files for the application.
  • Dataset: Holds academic data and preprocessed files.
  • Syllabus_Data: Stores syllabus-related information and PDFs.
• Resources: Includes additional resources to aid development.
• LICENSE: License information for the repository.
• README.md: Documentation for the project.

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Thanks for Visiting 😄

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Check out the project repository: CSVTU GPT on GitHub