bunch of formatting changes around admonitions

docs/api-reference/application.md

@@ -10,7 +10,7 @@
 class Application()
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L75)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L75)
 
 The main Application class.
 
@@ -85,7 +85,7 @@ def __init__(broker_address: Optional[Union[str, ConnectionConfig]] = None,
              processing_guarantee: ProcessingGuarantee = "at-least-once")
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L113)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L113)
 
 
 <br>
@@ -174,7 +174,7 @@ instead of the default one.
 def Quix(cls, *args, **kwargs)
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L352)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L352)
 
 RAISES EXCEPTION: DEPRECATED.
 
@@ -197,7 +197,7 @@ def topic(name: str,
           timestamp_extractor: Optional[TimestampExtractor] = None) -> Topic
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L384)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L384)
 
 Create a topic definition.
 
@@ -279,7 +279,7 @@ def dataframe(topic: Optional[Topic] = None,
               source: Optional[BaseSource] = None) -> StreamingDataFrame
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L464)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L464)
 
 A simple helper method that generates a `StreamingDataFrame`, which is used
 
@@ -335,7 +335,7 @@ to be used as an input topic.
 def stop(fail: bool = False)
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L520)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L520)
 
 Stop the internal poll loop and the message processing.
 
@@ -362,7 +362,7 @@ to unhandled exception, and it shouldn't commit the current checkpoint.
 def get_producer() -> Producer
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L565)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L565)
 
 Create and return a pre-configured Producer instance.
 The Producer is initialized with params passed to Application.
@@ -397,7 +397,7 @@ with app.get_producer() as producer:
 def get_consumer(auto_commit_enable: bool = True) -> Consumer
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L613)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L613)
 
 Create and return a pre-configured Consumer instance.
 
@@ -454,7 +454,7 @@ with app.get_consumer() as consumer:
 def clear_state()
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L663)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L663)
 
 Clear the state of the application.
 
@@ -468,7 +468,7 @@ Clear the state of the application.
 def add_source(source: BaseSource, topic: Optional[Topic] = None) -> Topic
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L669)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L669)
 
 Add a source to the application.
 
@@ -495,7 +495,7 @@ Note: the names of default topics are prefixed with "source__".
 def run(dataframe: Optional[StreamingDataFrame] = None)
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L700)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L700)
 
 Start processing data from Kafka using provided `StreamingDataFrame`
 
@@ -531,7 +531,7 @@ app.run()
 def setup_topics()
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L823)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L823)
 
 Validate and create the topics
 
@@ -543,7 +543,7 @@ Validate and create the topics
 class ApplicationConfig(BaseSettings)
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L999)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L999)
 
 Immutable object holding the application configuration
 
@@ -566,7 +566,7 @@ def settings_customise_sources(
 ) -> Tuple[PydanticBaseSettingsSource, ...]
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L1034)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L1034)
 
 Included to ignore reading/setting values from the environment
 
@@ -580,7 +580,7 @@ Included to ignore reading/setting values from the environment
 def copy(**kwargs) -> Self
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/app.py#L1047)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/app.py#L1047)
 
 Update the application config and return a copy
 

docs/api-reference/context.md

@@ -12,7 +12,7 @@
 def set_message_context(context: Optional[MessageContext])
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/context.py#L22)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/context.py#L22)
 
 Set a MessageContext for the current message in the given `contextvars.Context`
 
@@ -55,7 +55,7 @@ sdf = sdf.update(lambda value: alter_context(value))
 def message_context() -> Optional[MessageContext]
 ```
 
-[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/main/quixstreams/context.py#L53)
+[[VIEW SOURCE]](https://github.com/quixio/quix-streams/blob/chore/example-cleanup/quixstreams/context.py#L53)
 
 Get a MessageContext for the current message, which houses most of the message