diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index e090358..a122b86 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -18,7 +18,7 @@ jobs:
       fail-fast: false
       matrix:
         version:
-          - '1.9'
+          - '1.10'
         os:
           - ubuntu-latest
         arch:
diff --git a/README.md b/README.md
index 222ea9e..912bf81 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@ Learning to optimize (LearningToOptimize) package that provides basic functional
 
 # Flowchart Summary
 
-![flowchart](docs/L2O.png)
+![flowchart](docs/src/assets/L2O.png)
 
 ## Generate Dataset
 This package provides a basic way of generating a dataset of the solutions of an optimization problem by varying the values of the parameters in the problem and recording it.
diff --git a/docs/src/api.md b/docs/src/api.md
index 90f7c24..e586b09 100644
--- a/docs/src/api.md
+++ b/docs/src/api.md
@@ -1,8 +1,8 @@
 # Api
 ## LearningToOptimize
 
-<!-- ```@index
-``` -->
+```@index
+```
 
 ```@autodocs
 Modules = [LearningToOptimize]
diff --git a/docs/L2O.png b/docs/src/assets/L2O.png
similarity index 100%
rename from docs/L2O.png
rename to docs/src/assets/L2O.png
diff --git a/docs/src/index.md b/docs/src/index.md
index 2a60e6b..47c5070 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -26,7 +26,7 @@ Learning to optimize (LearningToOptimize) package that provides basic functional
 
 # Flowchart Summary
 
-![flowchart](docs/L2O.png)
+![flowchart](assets/L2O.png)
 
 ## Generate Dataset
 This package provides a basic way of generating a dataset of the solutions of an optimization problem by varying the values of the parameters in the problem and recording it.