--- a
+++ b/docs/source/guides/quickstart.rst
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+Quick Start Guide
+===============
+
+Basic Usage
+----------
+
+1. Start the Flask server:
+
+   .. code-block:: bash
+
+      python main.py
+
+2. Make predictions:
+
+   .. code-block:: python
+
+      import requests
+      import json
+
+      url = "http://127.0.0.1:5000/predict"
+      data = {"description": "RGrid Machine Learning Challenge"}
+
+      response = requests.post(url, json=data)
+      prediction = response.json()["prediction"]
+      print(f"Predicted condition: {prediction}")
+
+API Reference
+------------
+
+Check the :doc:`../api/index` for detailed API documentation.
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