diff --git a/kstreams/backends/kafka.py b/kstreams/backends/kafka.py
index 37f50de6..f538a90c 100644
--- a/kstreams/backends/kafka.py
+++ b/kstreams/backends/kafka.py
@@ -26,8 +26,25 @@ class Kafka(BaseModel):
 
     It uses pydantic internally.
 
+    Attributes:
+        bootstrap_servers: kafka list of `hostname:port`
+        security_protocol: Protocol used to communicate with brokers
+        ssl_context: a python std `ssl.SSLContext` instance, you can generate
+            it with `create_ssl_context`
+            or `create_ssl_context_from_mem`
+        sasl_mechanism: Authentication mechanism when `security_protocol` is configured
+            for `SASL_PLAINTEXT` or `SASL_SSL`
+        sasl_plain_username: username for sasl PLAIN authentication
+        sasl_plain_password: password for sasl PLAIN authentication
+        sasl_oauth_token_provider: smth
+
+    Raises:
+        ValidationError: a `pydantic.ValidationError` exception
+
+    ## PLAINTEXT
+
     !!! Example
-        ```python title="Backend with PLAINTEXT"
+        ```python
         from kstreams.backends.kafka import Kafka
         from kstreams import create_engine, Stream
 
@@ -35,8 +52,10 @@ class Kafka(BaseModel):
         stream_engine = create_engine(title="my-stream-engine", backend=backend)
         ```
 
+    ## SSL
+
     !!! Example
-        ```python title="Backend with SSL"
+        ```python title="Create SSL context"
         import ssl
 
         from kstreams.backends.kafka import Kafka
@@ -44,13 +63,13 @@ class Kafka(BaseModel):
 
 
         def get_ssl_context() -> ssl.SSLContext:
-            # SSL context can also be created from mem:
-            # https://kpn.github.io/kstreams/utils/#kstreams.utils.create_ssl_context_from_mem
             return utils.create_ssl_context(
-                certdata="path/to/client-certificate",
-                keydata="path/to/client-private-key",
-                cadata="path/to/ca-bundle",  # Default None
-                password="password-to-load-certificate-chain"  # Default None
+                cafile="certificate-authority-file-path",
+                capath="points-to-directory-with-several-ca-certificates",
+                cadata="same-as-cafile-but-ASCII-or-bytes-format",
+                certfile="client-certificate-file-name",
+                keyfile="client-private-key-file-name",
+                password="password-to-load-certificate-chain",
             )
 
         backend = Kafka(
@@ -62,20 +81,36 @@ def get_ssl_context() -> ssl.SSLContext:
         stream_engine = create_engine(title="my-stream-engine", backend=backend)
         ```
 
-    Attributes:
-        bootstrap_servers: kafka list of `hostname:port`
-        security_protocol: Protocol used to communicate with brokers
-        ssl_context: a python std `ssl.SSLContext` instance, you can generate
-            it with `create_ssl_context`
-            or `create_ssl_context_from_mem`
-        sasl_mechanism: Authentication mechanism when `security_protocol` is configured
-            for `SASL_PLAINTEXT` or `SASL_SSL`
-        sasl_plain_username: username for sasl PLAIN authentication
-        sasl_plain_password: password for sasl PLAIN authentication
-        sasl_oauth_token_provider: smth
+        !!! note
+            Check [create ssl context util](https://kpn.github.io/kstreams/utils/#kstreams.utils.create_ssl_context)
 
-    Raises:
-        ValidationError: a `pydantic.ValidationError` exception
+    !!! Example
+        ```python title="Create SSL context from memory"
+        import ssl
+
+        from kstreams.backends.kafka import Kafka
+        from kstreams import create_engine, utils, Stream
+
+
+        def get_ssl_context() -> ssl.SSLContext:
+            return utils.create_ssl_context_from_mem(
+                cadata="ca-certificates-as-unicode",
+                certdata="client-certificate-as-unicode",
+                keydata="client-private-key-as-unicode",
+                password="optional-password-to-load-certificate-chain",
+            )
+
+        backend = Kafka(
+            bootstrap_servers=["localhost:9094"],
+            security_protocol="SSL",
+            ssl_context=get_ssl_context(),
+        )
+
+        stream_engine = create_engine(title="my-stream-engine", backend=backend)
+        ```
+
+        !!! note
+            Check [create ssl context from memerory util](https://kpn.github.io/kstreams/utils/#kstreams.utils.create_ssl_context_from_mem)
     """
 
     bootstrap_servers: List[str] = ["localhost:9092"]