{"id":22190801,"url":"https://github.com/arya-io/ai-feedback-system","last_synced_at":"2026-05-07T11:35:03.925Z","repository":{"id":264647644,"uuid":"893963449","full_name":"arya-io/AI-Feedback-System","owner":"arya-io","description":"A Streamlit app that quizzes beginners on AI concepts and provides personalized feedback. 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The system generates beginner-level questions and provides feedback on user answers. The feedback includes a score and suggestions for improvement, acting as an AI mentor to guide learners through fundamental AI concepts.\n\n## Features\n\n- **AI Question Generation**: Asks a basic, beginner-friendly AI question.\n- **Answer Submission**: Users can input their response to the question.\n- **Feedback and Scoring**: Provides constructive feedback based on the user's response, including a score and guidance for improvement.\n\n## Tech Stack\n\n- **Streamlit**: Used for building the web application interface.\n- **LangChain**: Used for managing AI prompts and templates.\n- **ChatGroq**: The language model used to generate questions and provide feedback.\n  \n## How It Works\n\n1. **Question Generation**: The app generates an AI-related question at a beginner level using a prompt-based system. The question is displayed to the user when they press the \"Ask me a question\" button.\n  \n2. **Answer Submission**: Users can submit their answer via a text input field.\n  \n3. **Feedback**: After submitting an answer, the AI mentor reviews the response and provides a score along with feedback. The feedback highlights correct parts and areas where improvement is needed.\n\n## Usage\n\n### Requirements\n\n- Python 3.x\n- Streamlit\n- LangChain\n- ChatGroq API key (required for using the language model)\n\n### Installation\n\n1. Clone this repository:\n   ```bash\n   git clone https://github.com/arya-io/ai-feedback-system.git\n2. Navigate to the project directory:\n   ```bash\n   cd ai-feedback-system\n3. Install dependencies:\n   ```bash\n   pip install streamlit langchain_groq\n4. Set your Groq API key:\n\n### Running the App\n\nRun the application using Streamlit:\n  ```bash\n  streamlit run app.py\n  ```\nThis will open the app in your default web browser.\n\n### Example Workflow\n1. Press the \"Ask me a question\" button to generate a beginner-level AI question.\n2. Enter your answer in the provided text field.\n3. Press \"Submit answer\" to receive a score and detailed feedback on your answer.\n\n## License\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farya-io%2Fai-feedback-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farya-io%2Fai-feedback-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farya-io%2Fai-feedback-system/lists"}