Update README.md

README.md

@@ -47,6 +47,7 @@
 ## Supported Tasks and Leaderboards
 
 ## How to use it
+
 ```python
 from  datasets  import  load_dataset
 
@@ -58,7 +59,33 @@ ds = load_dataset("fondantai/cc-25m", streaming=True)
 print(next(iter(dataset))) #TODO: add int ids?
 ```
 
-TODO: How to use in a fondant pipeline?
+### Utilizing the dataset in a fondant pipeline
+
+
+We have prepared a sample fondant pipeline that reduces the dataset to PNG files and subsequently
+downloads the images.
+
+To execute the pipeline locally, you must have [docker compose](https://docs.docker.com/compose/) installed on your local
+system.
+
+Furthermore, you will need to install Fondant by running:
+
+```
+pip install fondant[pipelines]
+```
+
+Afterward, you can clone the GitHub repository, navigate to the `examples/pipelines/filter-cc-25m`, and initiate the
+pipeline by executing:
+
+```bash
+fondant run pipeline --local
+```
+
+To visually inspect the results quickly, you can use:
+
+```bash
+fondant explore --base_path ./data
+```
 
 ## Dataset Structure
 ### Data Instances
@@ -103,8 +130,8 @@ If you'd like to have your data removed from the dataset, [contact us](mailto:in
 ## Additional Information
 
 ### Dataset Curators
-1. Robbe Sneyders, ML6, robbe.sneyders@ml6.eu
-2. Sharon Grundmann, ML6, sharon.grundmann@ml6.eu
+1. Sharon Grundmann, ML6, sharon.grundmann@ml6.eu
+2. Robbe Sneyders, ML6, robbe.sneyders@ml6.eu
 3. Matthias Richter, ML6, matthias.richter@ml6.eu