Feature Request: Integrate AI-powered Chatbot for Student Support

[Anikesh02]

Feature Request: Integrate AI-powered Chatbot for Student Support

Description

To enhance the learning experience and provide immediate support to students, we want to integrate an AI-powered chatbot into the EduElites platform. This chatbot will assist students with course-related queries, provide study tips, and offer guidance based on their progress and performance data.

Objectives

• Provide 24/7 support to students
• Reduce the workload on human educators for common queries
• Enhance the personalized learning experience
• Integrate with existing BKT and IRT algorithms for intelligent responses

Tasks

1. [ ] Research and select an appropriate AI chatbot framework or service
2. [ ] Design the chatbot's conversation flow and personality
3. [ ] Integrate the chatbot with our existing user authentication system
4. [ ] Develop a knowledge base for common course-related questions
5. [ ] Implement natural language processing to understand student queries
6. [ ] Connect the chatbot to our BKT and IRT algorithms for personalized responses
7. [ ] Create a user interface for the chatbot within the EduElites platform

Acceptance Criteria

• [ ] Chatbot can answer at least 80% of common course-related questions accurately
• [ ] Response time is under 2 seconds for text-based queries
• [ ] Chatbot provides personalized study recommendations based on student's progress
• [ ] Educators can easily update and expand the chatbot's knowledge base

[chinmayeebidaye]

I would like to contribute to this!

[Anikesh02]

@chinmayeebidaye Assigned