diff --git a/docs/index.md b/docs/index.md
index 4d5cecdf..1db88690 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -66,7 +66,6 @@ from semantica.vector_store import VectorStore
 
 context = AgentContext(
     vector_store=VectorStore(backend="faiss", dimension=768),
-    vector_store=VectorStore(backend="inmemory"),
     knowledge_graph=ContextGraph(advanced_analytics=True),
     decision_tracking=True,
 )