diff --git a/docs/docs/core-abilities/rag_context_enrichment.md b/docs/docs/core-abilities/rag_context_enrichment.md
index 2ac6056a..f00ef372 100644
--- a/docs/docs/core-abilities/rag_context_enrichment.md
+++ b/docs/docs/core-abilities/rag_context_enrichment.md
@@ -41,7 +41,7 @@ enable_rag=true
 
 References from the repository will be shown in a collapsible bookmark, allowing you to easily access relevant code snippets:
 
-![References](https://codium.ai/images/pr_agent/code_context_enrichment_references.png){width=640}
+![References](https://codium.ai/images/pr_agent/rag_context_enrichment_references.png){width=640}
 
 ## Limitations