diff --git a/.ci/keywords.json b/.ci/keywords.json
new file mode 100644
index 00000000000..77ebfa3b4aa
--- /dev/null
+++ b/.ci/keywords.json
@@ -0,0 +1,27 @@
+{
+    "tags": {
+        "GPU": ["device_name = \"GPU\"", "device_name=\"GPU\""],
+        "Auto device": ["device_name=\"AUTO\"", "device_name = \"AUTO\""],
+
+        "Dynamic Shape": [".partial_shape", "Dimension("],
+        "Reshape Model": ["model.reshape("],
+        "Async Inference": [".start_async("],
+
+        "Download Model": ["omz_downloader"],
+        "Convert Model": ["omz_converter"],
+        "Optimize Model": ["import openvino.tools.mo", "from openvino.tools.mo", "!mo "],
+        "Benchmark Model": ["benchmark_app"],
+        "OMZ Info Dumper": ["omz_info_dumper"],
+
+        "Paddle": ["import paddle", "from paddle"],
+        "Torchvision": ["import torchvision", "from torchvision"],
+        "Compression": ["import compression", "from compression"],
+        "Pytorch": ["import torch", "from torch"],
+        "NNCF": ["import nncf", "from nncf"],
+        "Transformers": ["import transformers", "from transformers"],
+        "Tensorflow": ["import tensorflow", "from tensorflow"],
+
+        "ONNX": [".onnx"],
+        "Train Model": ["model.fit(", "model.train()"]
+    } 
+}
\ No newline at end of file
diff --git a/.ci/tagger.py b/.ci/tagger.py
new file mode 100644
index 00000000000..acf5084de43
--- /dev/null
+++ b/.ci/tagger.py
@@ -0,0 +1,35 @@
+import json
+import glob
+import mmap
+
+
+def get_notebooks(path: str):
+    return glob.glob(f"{path}/*/[0-9]*.ipynb")
+
+def get_tags(path: str):
+    return json.load(open(path))
+
+def find_tags_for_notebook(notebook_path: str, tags: dict):
+    nb_tags = []
+    with open(notebook_path) as file:
+        f = mmap.mmap(file.fileno(), 0, access=mmap.ACCESS_READ)
+        for tag, keywords in tags.items():
+            for keyword in keywords:
+                if f.find(bytes(keyword, 'utf-8')) != -1:
+                    nb_tags.append(tag)
+                    break
+    return nb_tags
+
+def find_tags_for_all_notebooks(notebooks: list, tags: dict):
+    notebooks_tags = {}
+    for notebook in notebooks:
+        nb_tags = sorted(find_tags_for_notebook(notebook, tags))
+        if nb_tags: 
+            notebooks_tags[notebook.split('/')[-1].split('.')[0]] = nb_tags
+    return notebooks_tags
+
+notebooks_paths = sorted(get_notebooks("notebooks"))
+tags = get_tags(".ci/keywords.json")['tags']
+all_notebooks_tags = find_tags_for_all_notebooks(notebooks_paths, tags)
+
+print(json.dumps(all_notebooks_tags, indent=4))
diff --git a/.github/workflows/generate_tags.yml b/.github/workflows/generate_tags.yml
new file mode 100644
index 00000000000..b9982258e75
--- /dev/null
+++ b/.github/workflows/generate_tags.yml
@@ -0,0 +1,38 @@
+# Generate tags for each notebook
+
+name: Generate tags
+on:
+  workflow_dispatch:
+  pull_request:
+    branches:
+    - 'main'
+    paths:
+    - 'notebooks/**.ipynb'
+    - '.ci/keywords.json'
+    - '.ci/tagger.py'
+
+jobs:
+  build_codecheck:
+    strategy:
+      fail-fast: false
+    runs-on: ubuntu-20.04  # change cachepip step when changing this
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+    - name: Dotenv Action
+      id: dotenv
+      uses: xom9ikk/dotenv@v1.0.2
+      with:
+        path: ./.github/workflows
+    - name: Set up Python
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.8
+    - name: Run tagger and store results in file
+      run: |
+        python .ci/tagger.py > notebook-tags-${{ github.sha }}.json
+    - name: Archive notebook tags
+      uses: actions/upload-artifact@v2
+      with:
+        name: notebook-tags
+        path: notebook-tags-${{ github.sha }}.json
\ No newline at end of file