diff --git a/requirements.txt b/requirements.txt
index 24d98b9..8473206 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
-fondant==0.6.2
+fondant==0.7.0
 notebook==7.0.6
\ No newline at end of file
diff --git a/src/components/text_cleaning/requirements.txt b/src/components/text_cleaning/requirements.txt
index a05cf10..fb0f4f6 100644
--- a/src/components/text_cleaning/requirements.txt
+++ b/src/components/text_cleaning/requirements.txt
@@ -1 +1 @@
-fondant[component]==0.6.2
+fondant[component]==0.7.0
diff --git a/src/pipeline.ipynb b/src/pipeline.ipynb
index 1cf2dcd..6800617 100644
--- a/src/pipeline.ipynb
+++ b/src/pipeline.ipynb
@@ -82,7 +82,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -r requirements.txt"
+    "!pip install -r ../requirements.txt"
    ]
   },
   {
@@ -100,7 +100,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import fsspec\n",
     "from fondant.pipeline import ComponentOp, Pipeline\n",
     "from pathlib import Path\n",
     "\n",
@@ -187,7 +186,7 @@
     "        \"column_name_mapping\": {\n",
     "            \"text\": \"text_data\"\n",
     "        },\n",
-    "        \"n_rows_to_load\": 10\n",
+    "        \"n_rows_to_load\": 100\n",
     "    }\n",
     ")\n",
     "\n",
@@ -302,8 +301,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from fondant.compiler import DockerCompiler\n",
-    "from fondant.runner import DockerRunner\n",
+    "from fondant.pipeline.compiler import DockerCompiler\n",
+    "from fondant.pipeline.runner import DockerRunner\n",
     "\n",
     "DockerCompiler().compile(pipeline, output_path=\"docker-compose.yaml\")\n",
     "DockerRunner().run(\"docker-compose.yaml\")"
@@ -324,7 +323,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from fondant.explorer import run_explorer_app\n",
+    "from fondant.explore import run_explorer_app\n",
     "\n",
     "run_explorer_app(\n",
     "    base_path=BASE_PATH,\n",
@@ -373,7 +372,7 @@
     "%%writefile components/text_cleaning/fondant_component.yaml\n",
     "name: Text cleaning component\n",
     "description: Clean text passages\n",
-    "image: text-cleaning-component:latest\n",
+    "image: ghcr.io/ml6team/text_cleaning:dev\n",
     "\n",
     "consumes:\n",
     "  text:\n",
@@ -412,7 +411,7 @@
     "logger = logging.getLogger(__name__)\n",
     "\n",
     "\n",
-    "class TextCleaningComponent(PandasTransformComponent):  \n",
+    "class TextCleaningComponent(PandasTransformComponent):\n",
     "    def __init__(self, *_):\n",
     "        \"\"\"Initialize your component\"\"\"\n",
     "\n",
@@ -422,7 +421,9 @@
     "        return \"\\n\".join(non_empty_lines)\n",
     "\n",
     "    def transform(self, dataframe: pd.DataFrame) -> pd.DataFrame:\n",
-    "        dataframe[(\"text\", \"data\")] = dataframe[(\"text\", \"data\")].apply(lambda x: self.remove_empty_lines)\n",
+    "        dataframe[(\"text\", \"data\")] = dataframe[(\"text\", \"data\")].apply(\n",
+    "            lambda x: self.remove_empty_lines\n",
+    "        )\n",
     "        return dataframe"
    ]
   },
@@ -477,7 +478,7 @@
    "outputs": [],
    "source": [
     "%%writefile components/text_cleaning/requirements.txt\n",
-    "fondant[component]==0.6.2"
+    "fondant[component]==0.7.0"
    ]
   },
   {
@@ -582,7 +583,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -596,9 +597,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.11"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/src/requirements.txt b/src/requirements.txt
deleted file mode 100644
index e2c6cf9..0000000
--- a/src/requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-fondant[docker]==0.6.2