diff --git a/docs/source/extra_info/known_issues.md b/docs/source/extra_info/known_issues.md
index 9eeb53508e..674f1330bc 100644
--- a/docs/source/extra_info/known_issues.md
+++ b/docs/source/extra_info/known_issues.md
@@ -17,7 +17,8 @@ limitations under the License.
 
 # Known Issues
 
-- TrainAEStage fails with a Segmentation fault ([#1641](https://github.com/nv-morpheus/Morpheus/pull/1641))
-- vdb_upload example pipeline triggers an internal error in Triton ([#1649](https://github.com/nv-morpheus/Morpheus/pull/1649))
+- TrainAEStage fails with a Segmentation fault ([#1641](https://github.com/nv-morpheus/Morpheus/issues/1641))
+- vdb_upload example pipeline triggers an internal error in Triton ([#1649](https://github.com/nv-morpheus/Morpheus/issues/1649))
+- LLM Agents Kafka pipeline is broken ([#1791](https://github.com/nv-morpheus/Morpheus/issues/1791))
 
 Refer to [open issues in the Morpheus project](https://github.com/nv-morpheus/Morpheus/issues)
diff --git a/examples/llm/agents/README.md b/examples/llm/agents/README.md
index c9392a692a..fea3a5a98a 100644
--- a/examples/llm/agents/README.md
+++ b/examples/llm/agents/README.md
@@ -157,6 +157,8 @@ python examples/llm/main.py agents simple [OPTIONS]
 
 ### Run example (Kafka Pipeline):
 
+> **Warning**: The Kafka Agents pipeline is currently broken [#1791](https://github.com/nv-morpheus/Morpheus/issues/1791)
+
 The Kafka Example in the Morpheus LLM Agents demonstrates an streaming implementation, utilizing Kafka messages to
 facilitate the near real-time processing of LLM queries. This example is similar to the Simple example but makes use of
 a KafkaSourceStage to stream and retrieve messages from the Kafka topic