Update README.md

README.md

@@ -45,7 +45,7 @@ generate(
 ```
 
 Quantize the model weights
-```
+```python
 from mlx_llm.model import create_model, quantize, save_weights
 
 model = create_model(model_name)
@@ -82,5 +82,5 @@ chat_llm = ChatLLM.build(
 chat_llm.run(max_tokens=500, temp=0.1)
 ```
 
-With `mlx-llm` you can also play with a simple RAG. Go check the examples.
+With `mlx-llm` you can also play with a simple RAG. Go check the [examples](https://github.com/riccardomusmeci/mlx-llm/tree/main/examples).