An interactive language learning application that helps users improve their language skills through fill-in-the-blank exercises powered by Groq LLM with real-time NLP analysis.

• Interactive Fill-in-the-Blank Exercises: Practice language skills with dynamically generated questions
• Real-time NLP Analysis: See the part of speech breakdown for each word in completed sentences
• Instant Feedback: Get immediate feedback on your answers
• Progress Tracking: Monitor your score as you play
• Responsive Design: Enjoy a seamless experience on any device
• Beautiful UI: Modern, clean interface with smooth animations

• Frontend: SvelteKit 5 with Runes
• Styling: Tailwind CSS with custom animations
• API Integration: Groq LLM API (llama3-70b-8192 model)
• Animations: Svelte transitions and custom CSS effects

• Node.js 18+ and npm/pnpm/yarn
• Groq API key

1. Clone the repository

   git clone https://github.com/rk-vashista/NLP-Project
   cd NLP-Project

2. Install dependencies

   npm install
   # or
   pnpm install
   # or
   yarn

3. Create a .env file in the root directory with your Groq API key

   GROQ_API_KEY=your_groq_api_key_here
   

4. Start the development server

   npm run dev
   # or
   npm run dev -- --open

1. Click "Start Game" on the home screen
2. For each question, read the sentence with the blank space
3. Choose the correct word from the three options provided
4. Submit your answer and see the NLP analysis of the complete sentence
5. Continue to the next question
6. At the end, review your score and play again

The application integrates with two main API endpoints:

• Generates 5 fill-in-the-blank questions using Groq LLM
• Each question includes a sentence with a blank, three options, and the correct answer

• Analyzes completed sentences to identify parts of speech for each word
• Returns structured data that is visually represented in the UI

• LoadingSpinner: Displays while content is loading
• QuestionCard: Presents questions with interactive option selection
• ProgressBar: Shows current progress through the questions
• Results: Displays final score with appropriate feedback

[Add screenshots of your application here]

This project is licensed under the MIT License - see the LICENSE file for details.

• Groq for providing the LLM API
• SvelteKit for the framework
• Tailwind CSS for styling utilities