diff --git a/docs/docs/concepts/agentic_concepts.md b/docs/docs/concepts/agentic_concepts.md
index ed1a811f9..bb0f17c74 100644
--- a/docs/docs/concepts/agentic_concepts.md
+++ b/docs/docs/concepts/agentic_concepts.md
@@ -99,7 +99,7 @@ Parallel processing is vital for efficient multi-agent systems and complex tasks
 - Implementation of map-reduce-like operations
 - Efficient handling of independent subtasks
 
-For practical implementation, see our [map-reduce tutorial](../how-tos/map-reduce.ipynb).
+For practical implementation, see our [map-reduce tutorial](../how-tos/graph-api.ipynb#map-reduce-and-the-send-api)
 
 ### Subgraphs