diff --git a/metadata-ingestion/README.md b/metadata-ingestion/README.md
index b9b3ec56d8..10b8cbf5a3 100644
--- a/metadata-ingestion/README.md
+++ b/metadata-ingestion/README.md
@@ -518,10 +518,8 @@ sink:
 
 In some cases, you might want to construct the MetadataChangeEvents yourself but still use this framework to emit that metadata to DataHub. In this case, take a look at the emitter interfaces, which can easily be imported and called from your own code.
 
-- [DataHub emitter via REST](./src/datahub/emitter/rest_emitter.py) (same requirements as `datahub-rest`)
-- [DataHub emitter via Kafka](./src/datahub/emitter/kafka_emitter.py) (same requirements as `datahub-kafka`)
-
-For a basic usage example, see the [lineage_emitter.py](./examples/library/lineage_emitter.py) example.
+- [DataHub emitter via REST](./src/datahub/emitter/rest_emitter.py) (same requirements as `datahub-rest`). Basic usage [example](./examples/library/lineage_emitter_rest.py).
+- [DataHub emitter via Kafka](./src/datahub/emitter/kafka_emitter.py) (same requirements as `datahub-kafka`). Basic usage [example](./examples/library/lineage_emitter_kafka.py).
 
 ## Usage with Airflow
 
diff --git a/metadata-ingestion/examples/library/lineage_emitter_kafka.py b/metadata-ingestion/examples/library/lineage_emitter_kafka.py
new file mode 100644
index 0000000000..81a294908e
--- /dev/null
+++ b/metadata-ingestion/examples/library/lineage_emitter_kafka.py
@@ -0,0 +1,36 @@
+import datahub.emitter.mce_builder as builder
+from datahub.emitter.kafka_emitter import DatahubKafkaEmitter, KafkaEmitterConfig
+
+# Construct a lineage object.
+lineage_mce = builder.make_lineage_mce(
+    [
+        builder.make_dataset_urn("bigquery", "upstream1"),
+        builder.make_dataset_urn("bigquery", "upstream2"),
+    ],
+    builder.make_dataset_urn("bigquery", "downstream"),
+)
+
+# Create an emitter to DataHub's Kafka broker.
+emitter = DatahubKafkaEmitter(
+    KafkaEmitterConfig.parse_obj(
+        # This is the same config format as the standard Kafka sink's YAML.
+        {
+            "connection": {
+                "bootstrap": "broker:9092",
+                "producer_config": {},
+                "schema_registry_url": "http://schema-registry:8081",
+            }
+        }
+    )
+)
+
+
+# Emit metadata!
+def callback(err, msg):
+    if err:
+        # Handle the metadata emission error.
+        print("error:", err)
+
+
+emitter.emit_mce_async(lineage_mce, callback)
+emitter.flush()
diff --git a/metadata-ingestion/examples/library/lineage_emitter.py b/metadata-ingestion/examples/library/lineage_emitter_rest.py
similarity index 100%
rename from metadata-ingestion/examples/library/lineage_emitter.py
rename to metadata-ingestion/examples/library/lineage_emitter_rest.py