Small doc fixes

README.md

@@ -82,7 +82,7 @@ pipeline:
 - Data ingestion: _S3, GCS, ABS, Hugging Face, local file system, ..._
 - Data Filtering: _Duplicates, language, visual style, topic, format, aesthetics, NSFW, license, 
   ..._
-- Data Enrichment: _Captions, segmentations, smbeddings, ..._
+- Data Enrichment: _Captions, segmentations, embeddings, ..._
 - Data Transformation: _Image cropping, image resizing, text chunking, ...._
 - Data retrieval: _Common Crawl, LAION, ..._
 

docs/documentation_guide.md

@@ -90,10 +90,6 @@ how you can use it to your advantage.
 Learn how to contribute to the Fondant project through
 our [contribution guidelines](contributing.md).
 
-## FAQ
-
-Browse through the [frequently asked questions](faq.md) about Fondant.
-
 ## Announcements
 
 Check out our latest [announcements] about Fondant.

docs/guides/installation.md

@@ -10,41 +10,49 @@ Fondant also includes extra dependencies for specific runners, storage integrati
 
 ### Runner specific dependencies
 
-For Kubeflow runner:
-```bash
-pip install fondant[kfp]
-```
+=== "Kubeflow"
 
-For SageMaker runner:
-```bash
-pip install fondant[SageMaker]
-```
+    ```bash
+    pip install fondant[kfp]
+    ```
 
-For Vertex runner:
-```bash
-pip install fondant[Vertex]
-```
+=== "Vertex"
+
+    ```python
+    pip install fondant[Vertex]
+    ```
+
+=== "SageMaker"
+
+    ```python
+    pip install fondant[SageMaker]
+    ```
 
 ### Storage integration dependencies
 
-For google cloud storage (GCS):
-```bash
-pip install fondant[gcp]
-```
+=== "Google Cloud Storage (GCS)"
 
-For s3 storage:
-```bash
-pip install fondant[aws]
-```
+    ```bash
+    pip install fondant[gcp]
+    ```
+
+=== "Amazon S3"
+
+    ```python
+    pip install fondant[aws]
+    ```
+
+=== "Azure Blob Storage"
+
+    ```python
+    pip install fondant[azure]
+    ```
 
-For Azure storage:
-```bash
-pip install fondant[azure]
-```
 
 ### Publishing components dependencies
 
-For publishing components to registries:
+For publishing components to registries: 
+
 ```bash
 pip install fondant[docker]
 ```