In this project, a web interface and a web plugin should be implemented for a spell corrector system. The spell corrector back-end has already been implemented using Large Language Models (LLMs).
JavaScript
0
219 commits
updated Nov 12, 2025
To Run this program in dev mode, make sure you have npm installed for the vite server
Project: Implement a user interface for a spell correction system, and a web plugin
Supervisor: Dr Surangika Ranathunga ([email protected])
Project Overview:
In this project, a web interface and a web plugin should be implemented for a spell corrector
system. The spell corrector back-end has already been implemented using Large Language
Models (LLMs). In this project, the students need to figure out how to connect that LLM to a web
based system. When a user enters the text to be corrected, the corrected version should appear
in a secondary text box. Changed words should be highlighted. When the web plugin is enabled,
text entered to a textbox should be highlighted when there are spelling errors. When the user
clicks on a highlighted word, possible spellings should be suggested (this is similar to how we fix
spelling errors in a document). Students also need to keep stats of the common errors made by
users and create a visualization dashboard. The interface should have language localization
support.
Hosting LLMs MAY cost money. A student will have to spend about NZD 20 for the entire project,
but they can always look for free alternatives.
Key tasks:
Implement the web-based interface with the mentioned features
Implement the web plugin with the mentioned features
Implement the logic to connect to a hosted LLM in real-time
Record the stats in a database
Visualize stats in a dashboard
Pre-requisites:
Web programming skills
Basic database skills
UX design
In this project, a web interface and a web plugin should be implemented for a spell corrector system. The spell corrector back-end has already been implemented using Large Language Models (LLMs).
JavaScript
0
219 commits
updated Nov 12, 2025
To Run this program in dev mode, make sure you have npm installed for the vite server
Project: Implement a user interface for a spell correction system, and a web plugin
Supervisor: Dr Surangika Ranathunga ([email protected])
Project Overview:
In this project, a web interface and a web plugin should be implemented for a spell corrector
system. The spell corrector back-end has already been implemented using Large Language
Models (LLMs). In this project, the students need to figure out how to connect that LLM to a web
based system. When a user enters the text to be corrected, the corrected version should appear
in a secondary text box. Changed words should be highlighted. When the web plugin is enabled,
text entered to a textbox should be highlighted when there are spelling errors. When the user
clicks on a highlighted word, possible spellings should be suggested (this is similar to how we fix
spelling errors in a document). Students also need to keep stats of the common errors made by
users and create a visualization dashboard. The interface should have language localization
support.
Hosting LLMs MAY cost money. A student will have to spend about NZD 20 for the entire project,
but they can always look for free alternatives.
Key tasks:
Implement the web-based interface with the mentioned features
Implement the web plugin with the mentioned features
Implement the logic to connect to a hosted LLM in real-time
Record the stats in a database
Visualize stats in a dashboard
Pre-requisites:
Web programming skills
Basic database skills
UX design
