Study Partner Project Documentation

Project Name: Study Partner

Author: Anish K.M

Sections

1. Knowledge Gap Analyzer

• Overview: A tool designed to identify knowledge gaps by analyzing quiz and event results.
• Functionality:
  • Input: CSV or JSON files containing quiz results.
  • Output: Graphs and analytical reports highlighting areas for improvement.
• Technologies Used: Python, Pandas, Matplotlib/Seaborn for data visualization.

2. Chatbot using LangChain and GROQ

• Overview: An intelligent chatbot capable of answering queries related to educational content.
• Functionality:
  • Utilizes LangChain for conversational AI.
  • Employs GROQ for querying data efficiently.
  • Accuracy Measurement: The chatbot's accuracy is assessed based on its responses to user queries.
  • Data Source: Data is sourced from reliable links, such as Wikipedia.
• Technologies Used: LangChain, GROQ, Python.

3. Flashcard Generator

• Overview: A tool for creating flashcards based on study materials or quiz questions.
• Functionality:
  • Generates flashcards automatically from input data.
  • Supports customization of flashcard content.
• Technologies Used: Python, relevant libraries for flashcard creation (e.g., AnkiConnect for Anki integration).