https://github.com/malharinamdar/mcq-generator
simple mcq generator ❓❓ webapp built using gemini
https://github.com/malharinamdar/mcq-generator
gemini-api llm python-script streamlit
Last synced: 11 months ago
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simple mcq generator ❓❓ webapp built using gemini
- Host: GitHub
- URL: https://github.com/malharinamdar/mcq-generator
- Owner: malharinamdar
- Created: 2024-07-26T07:11:12.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-15T13:37:48.000Z (over 1 year ago)
- Last Synced: 2025-02-10T15:24:19.312Z (about 1 year ago)
- Topics: gemini-api, llm, python-script, streamlit
- Language: Python
- Homepage: https://mcq-generator-web.streamlit.app/
- Size: 57.6 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# mcq generator webapp using llm
simple webapp built for generating `multiple choice questions` by analysing a piece of text
to be input by the user in `.txt` or `pdf` format.
The `mcqs` generated can be in varying order of difficulty as per the choice of user,
`easy`, `medium` or `hard`.
number of questions are also to be input by the user as per their requirement.
## structure
my initial idea to implement this project was with the help of `T5 Transformer` `encoder-decoder`
and `BERT` `encoder` model, using `NLP` techniques.
but due to constraints I halted that idea for future. Hence, I implemented the idea using `gemini-1.5-flash`
LLM model.
I hope to keep updating the webapp with additional features, consistently.
## deployment
webapp deployed on Website