Sentence Error Correction

In this project, utilizing Python and OpenAI API to develop a Streamlit web focused on correcting sentence error.

Demo Website

🌐 Sentence Error Correction

Features

Usage

1. The website's session state is locked without an OpenAI API Key.
   You can apply an OpenAI API Key on OpenAI.

   

2. After inputing a key, the session will be unlock.
   You can input sentence that you want to correct now.
   (Hint: you can adjust the prompt by yourself if you would like to. Try it now!)

   

3. You may also change the OpenAI model. The default model is gpt-3.5-turbo-0125

   

4. Click the "Submit" button, you will get the corrected sentence in couple seconds.

   

Python Module Required & Version

• openai: 0.28.0
• streamlit: 1.28.2
• streamlit-lottie: 0.0.5

How I Design the Prompt

• Assuming Roles
• Assign Tasks and Details
• Chain of Thought Prompts
• Specify Output Format
• Provide Few Shots Examples

Resources

• Streamlit Community Cloud