AI4QE

Artificial Intelligence for Quality Education

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Inspiration

Artificial intelligence has the potential to revolutionize the field of education by offering personalized, adaptive, and efficient learning experiences to students. By leveraging AI for quality education, we can provide students with the tools they need to succeed and help create a more equitable and accessible educational system for all.

What it does

AI4QE is an app which help to provide the Quality Education with the help of Artificial Intelligence.

Features/Tools

Internal Knowledge Tool

This tool helps in integrating contents from CSV file in which the staff members adds contents, with AI to provide multilingual transcript, summary, notes, blog and audio based features to enhance the students experience for a particular context created by staff members.

Summarizer

The summarizer tool supports various formats of file and helps in summarizing large texts.

YouTXT

This tool is integrated with a specific youtube channel and provides blog, bytes and socials related to a specific context of the video.

Semantic Document Search Semantic document search is a technique that allows users to search for documents by understanding the meaning of words and their relationships in context, rather than just matching keywords. It involves analyzing the context of the search query and the content of the documents to identify concepts, entities, and relationships between them.

Tools & Software used

Streamlit is an open source app framework in Python language. It helps us create web apps for data science and machine learning in a short time.

Generative Pre-trained Transformer 3 is a model that uses deep learning to predict human-like text. It is the third-generation language prediction model in the GPT-n series created by OpenAI.

Gitpod - It allows you to define your project's configuration in code so you can launch a prebuilt development environment with one click.

Others includes python packages, third-part services and tools.

Challenges I ran into

  • Integrating with APIs
  • Building interface
  • Supporting various formats
  • API usage limit

Outcome

  • Saves time
  • Solves information overload
  • Better organization
  • Accessibility
  • Improved comprehension

What I have learned

Its a mix of everything - frontend, backend, and problem solving. Its fun!

What's next for AI4QE

We can create an app curated for specific organizations/universities to provides better quality and accessible education.

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