diff --git a/scio-examples/src/main/scala/com/spotify/scio/examples/extra/RedisExamples.scala b/scio-examples/src/main/scala/com/spotify/scio/examples/extra/RedisExamples.scala
index 68fced35b6..bbc712b7ae 100644
--- a/scio-examples/src/main/scala/com/spotify/scio/examples/extra/RedisExamples.scala
+++ b/scio-examples/src/main/scala/com/spotify/scio/examples/extra/RedisExamples.scala
@@ -25,8 +25,12 @@ import com.spotify.scio.redis.types._
 import com.spotify.scio.redis.coders._
 import org.apache.beam.examples.common.ExampleUtils
 import org.apache.beam.sdk.options.{PipelineOptions, StreamingOptions}
+import org.apache.beam.sdk.transforms.ParDo
+
 import scala.concurrent.{ExecutionContext, Future}
 
+// Example: Redis Examples
+
 // ## Redis Read Strings example
 // Read strings from Redis by a key pattern
 
@@ -135,7 +139,7 @@ object RedisWriteStreamingExample {
 // `sbt "runMain com.spotify.scio.examples.extra.RedisLookUpStringsExample
 // --project=[PROJECT] --runner=DataflowRunner --region=[REGION NAME]
 // --redisHost=[REDIS_HOST]
-// --redisPort=[REDIS_PORT]
+// --redisPort=[REDIS_PORT]`
 object RedisLookUpStringsExample {
 
   def main(cmdlineArgs: Array[String]): Unit = {
@@ -146,18 +150,18 @@ object RedisLookUpStringsExample {
     val connectionOptions = RedisConnectionOptions(redisHost, redisPort)
 
     sc.parallelize(Seq("key1", "key2", "unknownKey"))
-      // #RedisLookup_example
-      .parDo(
-        new RedisDoFn[String, (String, Option[String])](connectionOptions, 1000) {
-          override def request(value: String, client: Client)(implicit
-            ec: ExecutionContext
-          ): Future[(String, Option[String])] =
-            client
-              .request(p => p.get(value) :: Nil)
-              .map { case r: List[String @unchecked] => (value, r.headOption) }
-        }
+      .applyTransform(
+        ParDo.of(
+          new RedisDoFn[String, (String, Option[String])](connectionOptions, 1000) {
+            override def request(value: String, client: Client)(implicit
+              ec: ExecutionContext
+            ): Future[(String, Option[String])] =
+              client
+                .request(p => p.get(value) :: Nil)
+                .map { case r: List[String @unchecked] => (value, r.headOption) }
+          }
+        )
       )
-      // #RedisLookup_example
       .debug()
 
     sc.run()
diff --git a/site/src/main/paradox/io/Redis.md b/site/src/main/paradox/io/Redis.md
index 75d8430453..037ebe30c4 100644
--- a/site/src/main/paradox/io/Redis.md
+++ b/site/src/main/paradox/io/Redis.md
@@ -22,7 +22,34 @@ val elements: SCollection[(String, String)] = sc.redis(connectionOptions, keyPat
 
 Looking up specific keys from redis can be done with @scaladoc[RedisDoFn](com.spotify.scio.redis.RedisDoFn):
 
-@@snip [RedisExamples.scala](/scio-examples/src/main/scala/com/spotify/scio/examples/extra/RedisExamples.scala) { #RedisLookup_example }
+```scala mdoc:compile-only
+import com.spotify.scio._
+import com.spotify.scio.redis._
+import com.spotify.scio.values.SCollection
+import org.apache.beam.sdk.transforms.ParDo
+import scala.concurrent.{ExecutionContext, Future}
+
+val redisHost: String = ???
+val redisPort: Int = ???
+val batchSize: Int = ???
+val connectionOptions = RedisConnectionOptions(redisHost, redisPort)
+
+val keys: SCollection[String] = ???
+
+keys
+  .applyTransform(
+    ParDo.of(
+      new RedisDoFn[String, (String, Option[String])](connectionOptions, batchSize) {
+        override def request(value: String, client: Client)(
+          implicit ec: ExecutionContext
+        ): Future[(String, Option[String])] =
+          client
+            .request(p => p.get(value) :: Nil)
+            .map { case r: List[String @unchecked] => (value, r.headOption) }
+      }
+    )
+  )
+```
 
 # Write