Generative AI Platform for Enhanced Educational Content Creation

The rapid development of Artificial Intelligence (AI) has revolutionized learning, with automated content generation made possible.This article introduces a Generative AI Platform that is able to automate learning content generation, such as generating Q&A, generating MCQ, summarizing text, and translating text-to-SQL.The platform utilizes Mistral 7B to process natural language, LangChain to process structured queries, and FastAPI for deployable AI.This paper explains the platform's design, implementation, and performance evaluation with emphasis on reducing manual work, improving interaction, and improving learning accessibility.The results show that the proposed system improves the content generation efficiency and user interaction profoundly.

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2025-06-11
DOI
https://doi.org/10.56726/irjmets68489
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Generative AI Platform for Enhanced Educational Content Creation

International Research Journal of Modernization in Engineering Technology and Science
Online Learning and Analytics
article

Generative AI Platform for Enhanced Educational Content Creation

article en

Abstract

The rapid development of Artificial Intelligence (AI) has revolutionized learning, with automated content generation made possible.This article introduces a Generative AI Platform that is able to automate learning content generation, such as generating Q&A, generating MCQ, summarizing text, and translating text-to-SQL.The platform utilizes Mistral 7B to process natural language, LangChain to process structured queries, and FastAPI for deployable AI.This paper explains the platform's design, implementation, and performance evaluation with emphasis on reducing manual work, improving interaction, and improving learning accessibility.The results show that the proposed system improves the content generation efficiency and user interaction profoundly.

International Research Journal of Modernization in Engineering Technology and Science
Quality Education
Openalex Percentile: Top 87%
Online Learning and Analytics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.