davidradl commented on code in PR #26789:
URL: https://github.com/apache/flink/pull/26789#discussion_r2419046742


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docs/content/docs/dev/table/sql/examples/kafka-to-kafka/kafka-to-kafka.md:
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@@ -0,0 +1,132 @@
+## Kafka to Kafka Example with Flink SQL
+
+This example demonstrates how to use **Apache Flink SQL** to consume JSON 
messages from a Kafka topic, **transform and filter** the data, and then 
produce the output to another Kafka topic.
+
+---
+
+## Set Up Kafka Topics
+
+You can use the Kafka Docker container to create the required topics.
+
+> ℹ️ This example assumes you're running Kafka via Docker. If not, adjust the 
paths accordingly.
+> 
+> The Kafka Docker image can be pulled from [Docker 
Hub](https://hub.docker.com/r/bitnami/kafka) or 
[Confluent](https://hub.docker.com/r/confluentinc/cp-kafka).
+
+```bash
+# Create input topic
+docker exec -it docker-kafka-1 /opt/kafka/bin/kafka-topics.sh \
+  --create \
+  --topic input-topic \
+  --bootstrap-server localhost:9092 \
+  --partitions 1 \
+  --replication-factor 1
+
+# Create output topic
+docker exec -it docker-kafka-1 /opt/kafka/bin/kafka-topics.sh \
+  --create \
+  --topic output-topic \
+  --bootstrap-server localhost:9092 \
+  --partitions 1 \
+  --replication-factor 1
+````
+---
+
+## Producer Script
+
+Run the following Python script to send JSON messages to the `input-topic`.
+
+```bash
+python producer.py

Review Comment:
   where do I find producer.py and consumer.py?



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