NLP Text Processor (FastAPI)

Setup

# Clone repository
git clone <your-repo-url>
cd NLP_PROJECT/NLP

# Create virtual environment
python -m venv venv

# Activate (Windows)
venv\Scripts\activate

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Install Dependencies

pip install fastapi uvicorn nltk pydantic

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Run Backend

uvicorn app:app --reload

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Access Application

http://127.0.0.1:8000/app

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API Documentation

http://127.0.0.1:8000/docs

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API Endpoint

POST /process

Request:

{
  "text": "Enter your input text here"
}

Response:

{
  "notes": "summary text",
  "key_sentences": ["sentence1", "sentence2"],
  "mcqs": [
    {
      "question": "...",
      "answer": "...",
      "options": ["...", "...", "...", "..."]
    }
  ]
}

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Project Structure

NLP_PROJECT/
  NLP/
    app.py
    index.html
    home.html

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Git Commands

git add .
git commit -m "update: working NLP project"
git push origin main