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View the GITHUB ticket for proposal status update |
Abstract
This proposal aims to introduce an AI-driven chatbot system integrated into the Open edX platform, built with Django, to assist learners and educators. The chatbot's primary function is to respond to platform-specific questions, offer course recommendations, generate quizzes, provide course details, provide course summary and assist with course progress tracking. The chatbot leverages large language models (LLMs) from OpenAI, with support for natural language processing (NLP) techniques such as TF-IDF and fuzzy string matching.
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Missing Features and Pending Implementations:
Discussion Forum Integration (Pending)Integ@ration:
Description: The ability for the chatbot to gather questions from the discussion forum and provide answers is not yet implemented.
Impact: This feature would enhance student engagement by making it easier to find answers without manually searching through forum threads.
Plan: We intend to develop an API integration that allows the chatbot to pull questions from the forum and use OPENAI APIs to generate appropriate responses.
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