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README.md

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----
-title: Distractor Generation
-emoji: 📚
-colorFrom: pink
-colorTo: red
-sdk: gradio
-sdk_version: 5.34.0
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Gemini Distractor Generator
+
+This is a simple web app that uses Gemini 1.5 Flash (via Gemini API) to generate multiple-choice distractors for a given question. It automatically identifies the correct answer and returns three plausible distractors.
+
+## Features
+- Uses Gemini 1.5 Flash (Free Tier) via API
+- Auto-generates distractors based on question context
+- Also attempts to identify the correct answer
+- Includes minimal Gradio UI
+
+## Files
+- `app.py`: Main Gradio application.
+- `requirements.txt`: Required Python libraries.
+- `README.md`: This file.
+
+## How to Run
+
+### Locally
+1. Install the dependencies:
+   ```bash
+   pip install -r requirements.txt
+   ```
+
+2. Run the app:
+   ```bash
+   python app.py
+   ```
+
+3. Visit the local URL shown by Gradio.
+
+### On Hugging Face Spaces
+1. Upload all three files to your Hugging Face Space.
+2. Choose `Gradio` as the SDK.
+3. Make sure to set your Gemini API key in a secure way (e.g., using secrets or hardcoded for testing).
+4. Set `app.py` as the entry point.
+
+## Notes
+- Gemini 1.5 Flash is selected to stay within free-tier quotas.
+- You may need to set your API key inside `app.py` manually.

app.py

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+import os
+import gradio as gr
+import google.generativeai as genai
+
+genai.configure(api_key=os.getenv("AIzaSyDDPWejHT0yEyKW3QfF63dYaT3IPdKNuW0"))
+
+def generate_distractors(question):
+    prompt = f"""
+You are an expert educator designing challenging multiple-choice questions.
+
+Given a question, generate:
+- One correct answer
+- Three plausible distractors
+- A brief explanation for why each distractor seems believable but is incorrect
+
+Format:
+Correct Answer: ...
+Distractor 1: ...
+Explanation 1: ...
+Distractor 2: ...
+Explanation 2: ...
+Distractor 3: ...
+Explanation 3: ...
+
+Question: {question}
+"""
+    model = genai.GenerativeModel("gemini-2.0-flash")
+    response = model.generate_content(prompt)
+    return response.text.strip()
+
+with gr.Blocks() as demo:
+    gr.Markdown("## Confusing Distractor Generator")
+    gr.Markdown("Enter a multiple-choice question. The model will generate one correct answer, three plausible distractors, and explanations.")
+
+    with gr.Row():
+        question = gr.Textbox(label="MCQ Question", placeholder="Enter your question here", lines=2)
+    with gr.Row():
+        generate_btn = gr.Button("Generate")
+    with gr.Row():
+        output = gr.Textbox(label="Model Output", lines=15)
+
+    generate_btn.click(fn=generate_distractors, inputs=question, outputs=output)
+
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

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+google-generativeai>=0.3.2
+gradio>=4.28.3
+python-dotenv