diff --git a/GNNGraphs/docs/src/api/gnngraph.md b/GNNGraphs/docs/src/api/gnngraph.md
index 3638bd818..375895cee 100644
--- a/GNNGraphs/docs/src/api/gnngraph.md
+++ b/GNNGraphs/docs/src/api/gnngraph.md
@@ -11,12 +11,6 @@ Besides the methods documented here, one can rely on the large set of functional
 given by [Graphs.jl](https://github.com/JuliaGraphs/Graphs.jl) thanks to the fact
 that `GNNGraph` inherits from `Graphs.AbstractGraph`.
 
-<!-- ## Index 
-
-```@index
-Order = [:type, :function]
-Pages   = ["gnngraph.md"]
-``` -->
 
 ## GNNGraph type
 
diff --git a/GNNlib/docs/src/api/messagepassing.md b/GNNlib/docs/src/api/messagepassing.md
index e0c9f16cb..978dcce51 100644
--- a/GNNlib/docs/src/api/messagepassing.md
+++ b/GNNlib/docs/src/api/messagepassing.md
@@ -5,13 +5,6 @@ CollapsedDocString = true
 
 # Message Passing
 
-## Index
-
-```@index
-Order = [:type, :function]
-Pages   = ["messagepassing.md"]
-```
-
 ## Interface
 
 ```@docs
diff --git a/GNNlib/docs/src/api/utils.md b/GNNlib/docs/src/api/utils.md
index e7c79cd5b..aab58ed86 100644
--- a/GNNlib/docs/src/api/utils.md
+++ b/GNNlib/docs/src/api/utils.md
@@ -5,7 +5,6 @@ CollpasedDocString = true
 
 # Utility Functions
 
-
 ## Graph-wise operations 
 
 ```@docs