diff --git a/docs/source/images/pride_reaction_tutorial_1.png b/docs/source/images/pride_reaction_tutorial_1.png
new file mode 100755
index 000000000..50f2014e2
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_1.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_2.png b/docs/source/images/pride_reaction_tutorial_2.png
new file mode 100755
index 000000000..43336c08e
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_2.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_3.png b/docs/source/images/pride_reaction_tutorial_3.png
new file mode 100755
index 000000000..26b37e3a5
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_3.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_4.png b/docs/source/images/pride_reaction_tutorial_4.png
new file mode 100755
index 000000000..2d3ddf902
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_4.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_5.png b/docs/source/images/pride_reaction_tutorial_5.png
new file mode 100755
index 000000000..991de139c
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_5.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_part2_1.png b/docs/source/images/pride_reaction_tutorial_part2_1.png
new file mode 100755
index 000000000..fc580b809
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_part2_1.png differ
diff --git a/docs/source/images/pride_reaction_tutorial_part2_2.png b/docs/source/images/pride_reaction_tutorial_part2_2.png
new file mode 100755
index 000000000..467c0c9c8
Binary files /dev/null and b/docs/source/images/pride_reaction_tutorial_part2_2.png differ