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How to Create a Grammar Checker Tool in Python Language by using Chat Gpt Prompt? - WHMP
Friday, February 16, 2024

How to Create a Grammar Checker Tool in Python Language by using Chat Gpt Prompt?


You may write and speak properly and get what you want by using appropriate grammar and correctly written words. Whether you are writing an article, essay, or email, your readers will be impressed if you use clear, accurate language to communicate your thoughts. One frequently makes numerous grammatical and spelling errors while typing emails, essays, articles, etc.

The American technology startup Grammarly offers a digital writing assessment tool that is built on AI and NLP. It offers a wide range of resources, both free and paid, such as grammar and spell checkers and writing assistance. In this post, we’ll create a model that can fix grammatical and spelling errors in the text using an open-sourced package called gingerit.

GingerIt is a wrapper for the API and is available as an open-source Python module. Ginger is a writing assistant powered by AI that can fix spelling and grammar errors in your work based on the context of the entire sentence.

You can use this package to:

  • Get Rid of Grammar Errors
  • Correct spelling errors
  • Fix punctuation mistakes.
  • improving your writing

Although this program is not an identical replica of Grammarly, it can be seen as a rudimentary version because it offers some of the same capabilities. Gingerit currently only supports the English language.

Creating a Grammar Checker Tool using ChatGPT prompt is a fascinating use case. To achieve this, you can design a prompt that guides the user to enter a sentence, and then you can use a Python library like language_tool_python to check the grammar and provide feedback to the user.

Below is a step-by-step guide to create a Grammar Checker Tool using ChatGPT prompt and language_tool_python:

Step 1: Install the required library You’ll need to install the language_tool_python library to perform grammar checking. You can install it using pip:

bashCopy codepip install language_tool_python

Step 2: Create a Python script Now, let’s create a Python script for the Grammar Checker Tool:

pythonCopy codeimport language_tool_python

def grammar_checker(sentence):
    # Initialize the language tool
    tool = language_tool_python.LanguageTool('en-US')

    # Get grammar suggestions
    grammar_errors = tool.check(sentence)

    if len(grammar_errors) == 0:
        print("No grammar errors found. Your sentence is grammatically correct!")
        print("Grammar errors found. Suggestions:")
        for error in grammar_errors:
            print(f"Error: {error.ruleId}, Message: {error.message}, Suggested Correction: {error.replacements}")

def main():
    print("Welcome to the Grammar Checker Tool!")
    print("Enter a sentence to check its grammar (type 'exit' to quit):")

    while True:
        sentence = input("> ")
        if sentence.lower() == 'exit':

if __name__ == "__main__":

Step 3: Run the Grammar Checker Tool Save the Python script in a file (e.g., and run it using the command:

bashCopy codepython

Now, the Grammar Checker Tool will prompt the user to enter a sentence for grammar checking. It will then provide feedback on any grammar errors found in the sentence, along with suggested corrections. The tool will keep running until the user types ‘exit’.

Note: The language_tool_python library is not perfect and might not detect all grammar errors accurately. However, it can still be a valuable tool for basic grammar checking in English sentences.

Feel free to enhance the tool further by adding more user interactions or incorporating other language processing libraries to improve the grammar checking accuracy.

Read more

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