Update README.md

README.md

@@ -22,12 +22,22 @@ By open-sourcing SAEs for leading open models, especially large-scale
 models like Llama 3.3 70B, we aim to accelerate progress in interpretability research. 
 
 Our initial work with these SAEs has revealed promising applications in model steering, 
-enhancing jailbreaking safeguards, and interpretable classification methods (docs.goodfire.ai). 
+enhancing jailbreaking safeguards, and interpretable classification methods. 
 We look forward to seeing how the research community builds upon these 
 foundations and uncovers new applications.
 
 #### Feature labels
 
+To explore the feature labels check out the [Goodfire Ember SDK](https://www.goodfire.ai/blog/announcing-goodfire-ember/). 
+The SDK provides an intuitive interface for interacting with these 
+features, allowing you to investigate how Llama processes information 
+and even steer its behavior. Get started with feature 
+exploration at [docs.goodfire.ai](https://docs.goodfire.ai) or install directly via:
+
+```
+pip install goodfire
+```
+
 ## How to use
 
 ```python