diff --git a/uniweb/migrations/0007_auto_20200915_0812.py b/uniweb/migrations/0007_auto_20200915_0812.py
new file mode 100644
index 0000000000000000000000000000000000000000..0eb3436d64b624a63db5fe482235c6d2ebda342b
--- /dev/null
+++ b/uniweb/migrations/0007_auto_20200915_0812.py
@@ -0,0 +1,131 @@
+# Generated by Django 3.1.1 on 2020-09-15 06:12
+
+import wagtail.contrib.table_block.blocks
+import wagtail.core.blocks
+import wagtail.core.fields
+import wagtail.documents.blocks
+import wagtail.images.blocks
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("uniweb", "0006_auto_20200911_1426"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="uniwebflexiblepage",
+            name="content",
+            field=wagtail.core.fields.StreamField(
+                [
+                    (
+                        "title",
+                        wagtail.core.blocks.CharBlock(icon="title", label="nadpis"),
+                    ),
+                    (
+                        "text",
+                        wagtail.core.blocks.RichTextBlock(
+                            features=[
+                                "h2",
+                                "h3",
+                                "h4",
+                                "h5",
+                                "bold",
+                                "italic",
+                                "ol",
+                                "ul",
+                                "hr",
+                                "link",
+                                "document-link",
+                                "image",
+                                "superscript",
+                                "subscript",
+                                "strikethrough",
+                                "blockquote",
+                            ],
+                            label="text",
+                        ),
+                    ),
+                    (
+                        "text_columns",
+                        wagtail.core.blocks.StructBlock(
+                            [
+                                (
+                                    "left_text",
+                                    wagtail.core.blocks.RichTextBlock(
+                                        features=[
+                                            "h2",
+                                            "h3",
+                                            "h4",
+                                            "h5",
+                                            "bold",
+                                            "italic",
+                                            "ol",
+                                            "ul",
+                                            "hr",
+                                            "link",
+                                            "document-link",
+                                            "image",
+                                            "superscript",
+                                            "subscript",
+                                            "strikethrough",
+                                            "blockquote",
+                                        ],
+                                        label="levý sloupec",
+                                    ),
+                                ),
+                                (
+                                    "right_text",
+                                    wagtail.core.blocks.RichTextBlock(
+                                        features=[
+                                            "h2",
+                                            "h3",
+                                            "h4",
+                                            "h5",
+                                            "bold",
+                                            "italic",
+                                            "ol",
+                                            "ul",
+                                            "hr",
+                                            "link",
+                                            "document-link",
+                                            "image",
+                                            "superscript",
+                                            "subscript",
+                                            "strikethrough",
+                                            "blockquote",
+                                        ],
+                                        label="pravý sloupec",
+                                    ),
+                                ),
+                            ]
+                        ),
+                    ),
+                    (
+                        "gallery",
+                        wagtail.core.blocks.ListBlock(
+                            wagtail.images.blocks.ImageChooserBlock(label="obrázek"),
+                            icon="image",
+                            label="galerie",
+                        ),
+                    ),
+                    (
+                        "table",
+                        wagtail.contrib.table_block.blocks.TableBlock(
+                            label="tabulka", template="uniweb/snippet_table.html"
+                        ),
+                    ),
+                    (
+                        "jupyter",
+                        wagtail.documents.blocks.DocumentChooserBlock(
+                            label="Jupyter notebook"
+                        ),
+                    ),
+                ],
+                blank=True,
+                verbose_name="obsah stránky",
+            ),
+        ),
+    ]
diff --git a/uniweb/models.py b/uniweb/models.py
index 6c6539e42c550423e72032188c87ecf8d4c219de..720f3bf4ab0b774800682945d277dc0ca9da9af7 100644
--- a/uniweb/models.py
+++ b/uniweb/models.py
@@ -10,6 +10,7 @@ from wagtail.contrib.table_block.blocks import TableBlock
 from wagtail.core import blocks
 from wagtail.core.fields import StreamField
 from wagtail.core.models import Page
+from wagtail.documents.blocks import DocumentChooserBlock
 from wagtail.images.blocks import ImageChooserBlock
 from wagtail.images.edit_handlers import ImageChooserPanel
 from wagtailmetadata.models import MetadataPageMixin
@@ -158,6 +159,7 @@ class UniwebFlexiblePage(Page, SubpageMixin, MetadataPageMixin):
                 "table",
                 TableBlock(label="tabulka", template="uniweb/snippet_table.html",),
             ),
+            ("jupyter", DocumentChooserBlock(label="Jupyter notebook")),
         ],
         verbose_name="obsah stránky",
         blank=True,
diff --git a/uniweb/templates/uniweb/base.html b/uniweb/templates/uniweb/base.html
index e7960a3d35ccfbdc4274049566e9c4b827a27e27..a9a7ed11ec664fa04992b3df7b3fa2ff1cde54d9 100644
--- a/uniweb/templates/uniweb/base.html
+++ b/uniweb/templates/uniweb/base.html
@@ -1,4 +1,4 @@
-{% load static wagtailcore_tags wagtailimages_tags wagtailmetadata_tags %}
+{% load uniweb_filters static wagtailcore_tags wagtailimages_tags wagtailmetadata_tags %}
 <!doctype html>
 <html lang="cs">
 <head>
diff --git a/uniweb/templates/uniweb/snippet_sections.html b/uniweb/templates/uniweb/snippet_sections.html
index fc8db88896967539cfe16b5083a63a45849625e0..3f535a06b4f6dae1aac45375f89cb8a860a85bd1 100644
--- a/uniweb/templates/uniweb/snippet_sections.html
+++ b/uniweb/templates/uniweb/snippet_sections.html
@@ -42,5 +42,11 @@
   </div>
   {% endif %}
 
+  {% if block.block_type == "jupyter" %}
+  <div class="content-block my-4 clearfix{% if forloop.first %} mt-8 lg:mt-12{% endif %}">
+    {{ block.value|jupyterize }}
+  </div>
+  {% endif %}
+
 {% endfor %}
 </section>
diff --git a/uniweb/templatetags/__init__.py b/uniweb/templatetags/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/uniweb/templatetags/uniweb_filters.py b/uniweb/templatetags/uniweb_filters.py
new file mode 100644
index 0000000000000000000000000000000000000000..63241b3e68644da490b0e09ff3fea0889fb057b6
--- /dev/null
+++ b/uniweb/templatetags/uniweb_filters.py
@@ -0,0 +1,10 @@
+# definice vlastnich tagu pro templates
+
+from django import template
+
+register = template.Library()
+
+
+@register.filter()
+def jupyterize(value):
+    return value.value + " HIHI"