Update README.md

README.md

@@ -277,13 +277,25 @@ configs:
 # <span style="background:#E87500; color:white; padding:2px 6px; border-radius:6px;">UTD</span>Quake
 University of Texas at Dallas Earthquake Dataset
 
-# Dataset
-
-## Installation ([utdquake](https://pypi.org/project/utdquake))
+# Installation ([utdquake](https://pypi.org/project/utdquake))
 ```bash
 pip install utdquake==0.1
 ```
 
+# Documentation
+
+Full documentation for UTDQuake is available here: 
+
+ [![Read the Docs](https://img.shields.io/badge/Docs-Read%20the%20Docs-blue?style=for-the-badge&logo=read-the-docs)](https://utdquake.readthedocs.io/en/latest/index.html)
+
+You will see:
+
+- QuickStart guide to get you up and running  
+- Detailed API reference  
+- Tutorials and example workflows 
+
+# Dataset
+
 ## Why this dataset matters?
 
 Curated datasets of earthquake **events and phase picks** are essential for modern seismology, especially in the AI era. While waveform datasets have advanced earthquake detection, multistation picks provide complementary information crucial for **phase association** and **earthquake location**.