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Update app.py
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app.py
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spacy.load("en_core_web_sm")
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except OSError:
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subprocess.run(["python", "-m", "spacy", "download", "en_core_web_sm"])
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# Initialize the Gramformer model (using default settings for now)
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gf = Gramformer(models=1, use_gpu=False)
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def correct_grammar(text):
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# Correct the input text using Gramformer
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corrected_sentences = gf.correct(text)
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return " ".join(corrected_sentences)
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# Gradio Interface
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def main():
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interface = gr.Interface(
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fn=correct_grammar,
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inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
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outputs="text",
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title="Grammar Correction App",
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description="This app corrects grammar using the Gramformer model. Enter a sentence to correct its grammar.",
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)
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# Launch the Gradio interface
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interface.launch()
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if __name__ == "__main__":
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main()
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pydantic==1.7.0 # Ensure pydantic 1.9.0 is installed to avoid V2-related errors
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spacy==3.5.0 # Compatible with en_core_web_sm
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en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.5.0/en_core_web_sm-3.5.0.tar.gz
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transformers
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torch
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gradio
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errant
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