diff --git a/docs/changelog.md b/docs/changelog.md
index 347fd3eca7..c00c3dca48 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,41 @@
 # Changelog
 
+## v0.34.6 - Jun 24, 2024
+
+**What's Changed**
+
+-   Fix add_geojson paint bug by @giswqs in [#788](https://github.com/opengeos/leafmap/pull/788)
+
+**Full Changelog**: [v0.34.5...v0.34.6](https://github.com/opengeos/leafmap/compare/v0.34.5...v0.34.6)
+
+## v0.34.5 - Jun 23, 2024
+
+**What's Changed**
+
+-   Add a Container class by @giswqs in [#786](https://github.com/opengeos/leafmap/pull/786)
+-   Add add_source function and custom marker notebook by @giswqs in [#787](https://github.com/opengeos/leafmap/pull/787)
+
+**Full Changelog**: [v0.34.4...v0.34.5](https://github.com/opengeos/leafmap/compare/v0.34.4...v0.34.5)
+
+## v0.34.4 - Jun 23, 2024
+
+**What's Changed**
+
+-   Add COG and STAC examples for MapLibre by @giswqs in [#783](https://github.com/opengeos/leafmap/pull/783)
+-   Fix MapLibre style bug by @giswqs in [#785](https://github.com/opengeos/leafmap/pull/785)
+
+**Full Changelog**: [v0.34.3...v0.34.4](https://github.com/opengeos/leafmap/compare/v0.34.3...v0.34.4)
+
+## v0.34.3 - Jun 23, 2024
+
+**What's Changed**
+
+-   Fix terrain style api key bug by @giswqs in [#780](https://github.com/opengeos/leafmap/pull/780)
+-   Add get style layers and more examples by @giswqs in [#781](https://github.com/opengeos/leafmap/pull/781)
+-   Add more MapLibre examples by @giswqs in [#782](https://github.com/opengeos/leafmap/pull/782)
+
+**Full Changelog**: [v0.34.2...v0.34.3](https://github.com/opengeos/leafmap/compare/v0.34.2...v0.34.3)
+
 ## v0.34.2 - Jun 21, 2024
 
 **What's Changed**
diff --git a/docs/maplibre/draw_features.ipynb b/docs/maplibre/draw_features.ipynb
index eabd5e1f85..e7e04db433 100644
--- a/docs/maplibre/draw_features.ipynb
+++ b/docs/maplibre/draw_features.ipynb
@@ -71,9 +71,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "scrolled": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "m = leafmap.Map(center=[-100, 40], zoom=3, style=\"positron\")\n",
@@ -100,14 +98,14 @@
    "source": [
     "m = leafmap.Map(center=[-100, 40], zoom=3, style=\"positron\")\n",
     "geojson = {\n",
-    "    'type': 'FeatureCollection',\n",
-    "    'features': [\n",
+    "    \"type\": \"FeatureCollection\",\n",
+    "    \"features\": [\n",
     "        {\n",
-    "            'id': 'abc',\n",
-    "            'type': 'Feature',\n",
-    "            'properties': {},\n",
-    "            'geometry': {\n",
-    "                'coordinates': [\n",
+    "            \"id\": \"abc\",\n",
+    "            \"type\": \"Feature\",\n",
+    "            \"properties\": {},\n",
+    "            \"geometry\": {\n",
+    "                \"coordinates\": [\n",
     "                    [\n",
     "                        [-119.08, 45.95],\n",
     "                        [-119.79, 42.08],\n",
@@ -116,15 +114,15 @@
     "                        [-119.08, 45.95],\n",
     "                    ]\n",
     "                ],\n",
-    "                'type': 'Polygon',\n",
+    "                \"type\": \"Polygon\",\n",
     "            },\n",
     "        },\n",
     "        {\n",
-    "            'id': 'xyz',\n",
-    "            'type': 'Feature',\n",
-    "            'properties': {},\n",
-    "            'geometry': {\n",
-    "                'coordinates': [\n",
+    "            \"id\": \"xyz\",\n",
+    "            \"type\": \"Feature\",\n",
+    "            \"properties\": {},\n",
+    "            \"geometry\": {\n",
+    "                \"coordinates\": [\n",
     "                    [\n",
     "                        [-103.87, 38.08],\n",
     "                        [-108.54, 36.44],\n",
@@ -135,7 +133,7 @@
     "                        [-103.87, 38.08],\n",
     "                    ]\n",
     "                ],\n",
-    "                'type': 'Polygon',\n",
+    "                \"type\": \"Polygon\",\n",
     "            },\n",
     "        },\n",
     "    ],\n",