diff --git a/.github/workflows/accuracy_checker.yml b/.github/workflows/accuracy_checker.yml
index 54cb9b41c13..d6abfd28611 100644
--- a/.github/workflows/accuracy_checker.yml
+++ b/.github/workflows/accuracy_checker.yml
@@ -25,3 +25,13 @@ jobs:
         run: |
           python -m pip install pylint==2.10.2
           PYTHONPATH=. python -m pylint --rcfile=.pylintrc `find -wholename '?*/**/*.py' -not -path "./tests/*" -not -path "./build/*"`
+
+  check-basics:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with: {python-version: 3.12}
+      - run: python -m pip install --requirement ./ci/requirements-check-basics.in --requirement ./ci/requirements-documentation.in
+      - run: python ./ci/check-basics.py
+      - run: python ./ci/prepare-documentation.py ./prepared-documentation/
diff --git a/.github/workflows/cpp_gapi-demos.yml b/.github/workflows/cpp_gapi-demos.yml
index f4e24b24232..8b01acde5b9 100644
--- a/.github/workflows/cpp_gapi-demos.yml
+++ b/.github/workflows/cpp_gapi-demos.yml
@@ -40,7 +40,7 @@ jobs:
           rm -rf cache/opencv/.git/  # Minimize cache
           mkdir cache/opencv/build
           cd cache/opencv/build
-          cmake -DCMAKE_BUILD_TYPE=Release -DWITH_INF_ENGINE=y -DOpenVINO_DIR=$GITHUB_WORKSPACE/ov/runtime/cmake/ -DCMAKE_CXX_COMPILER_LAUNCHER=ccache -DCMAKE_CXX_LINKER_LAUNCHER=ccache -DCMAKE_C_COMPILER_LAUNCHER=ccache -DCMAKE_C_LINKER_LAUNCHER=ccache -DBUILD_TESTS=y -DVIDEOIO_ENABLE_PLUGINS=y -DBUILD_PERF_TESTS=n -DBUILD_EXAMPLES=n -DBUILD_opencv_apps=y -DWITH_OPENCL=n -DWITH_OPENCLAMDBLAS=n -DWITH_GSTREAMER=n -DWITH_V4L=ON -DWITH_LIBV4L=ON -DWITH_OPENCLAMDFFT=n -DWITH_VA=n -DWITH_VA_INTEL=n -DWITH_PROTOBUF=n -DBUILD_PROTOBUF=n -DBUILD_JAVA=n -DBUILD_opencv_java_bindings_generator=n -DBUILD_opencv_python2=n -DBUILD_opencv_python3=n -DWITH_IMGCODEC_HDR=y -DWITH_IMGCODEC_SUNRASTER=y -DWITH_IMGCODEC_PXM=y -DWITH_IMGCODEC_PFM=y -DWITH_PNG=y -DWITH_TIFF=n -DWITH_WEBP=n -DWITH_OPENJPEG=n -DWITH_JASPER=n -DWITH_OPENEXR=n -DBUILD_opencv_dnn=n -DBUILD_opencv_features2d=n -DBUILD_opencv_flann=n -DWITH_TBB=n -DBUILD_INFO_SKIP_EXTRA_MODULES=n -DBUILD_JASPER=n -DBUILD_PNG=n -DBUILD_OPENEXR=n -DBUILD_WEBP=n -DBUILD_ZLIB=n -DWITH_CUDA=n -DWITH_EIGEN=n -DWITH_GPHOTO2=n -DOPENCV_GAPI_GSTREAMER=n -DWITH_LAPACK=n -DWITH_MATLAB=n -DWITH_MFX=n -DWITH_QUIRC=n -DWITH_VTK=n -DINSTALL_PDB=n -DINSTALL_TESTS=n -DINSTALL_C_EXAMPLES=n -DINSTALL_PYTHON_EXAMPLES=n -DOPENCV_GENERATE_SETUPVARS=n -DWITH_1394=n -DWITH_FFMPEG=y -DWITH_GTK_2_X=y -DBUILD_JPEG=y -DWITH_IPP=y -DENABLE_CONFIG_VERIFICATION=y -DBUILD_LIST=core,gapi,highgui,imgcodecs,imgproc,videoio,video ..
+          cmake -DCMAKE_BUILD_TYPE=Release -DWITH_INF_ENGINE=y -DOpenVINO_DIR=$GITHUB_WORKSPACE/ov/runtime/cmake/ -DCMAKE_CXX_COMPILER_LAUNCHER=ccache -DCMAKE_CXX_LINKER_LAUNCHER=ccache -DCMAKE_C_COMPILER_LAUNCHER=ccache -DCMAKE_C_LINKER_LAUNCHER=ccache -DBUILD_TESTS=y -DVIDEOIO_ENABLE_PLUGINS=y -DBUILD_PERF_TESTS=n -DBUILD_EXAMPLES=n -DBUILD_opencv_apps=y -DWITH_AVIF=n -DWITH_OPENCL=n -DWITH_OPENCLAMDBLAS=n -DWITH_GSTREAMER=n -DWITH_V4L=ON -DWITH_LIBV4L=ON -DWITH_OPENCLAMDFFT=n -DWITH_VA=n -DWITH_VA_INTEL=n -DWITH_PROTOBUF=n -DBUILD_PROTOBUF=n -DBUILD_JAVA=n -DBUILD_opencv_java_bindings_generator=n -DBUILD_opencv_python2=n -DBUILD_opencv_python3=n -DWITH_IMGCODEC_HDR=y -DWITH_IMGCODEC_SUNRASTER=y -DWITH_IMGCODEC_PXM=y -DWITH_IMGCODEC_PFM=y -DWITH_PNG=y -DWITH_TIFF=n -DWITH_WEBP=n -DWITH_OPENJPEG=n -DWITH_JASPER=n -DWITH_OPENEXR=n -DBUILD_opencv_dnn=n -DBUILD_opencv_features2d=n -DBUILD_opencv_flann=n -DWITH_TBB=n -DBUILD_INFO_SKIP_EXTRA_MODULES=n -DBUILD_JASPER=n -DBUILD_PNG=n -DBUILD_OPENEXR=n -DBUILD_WEBP=n -DBUILD_ZLIB=n -DWITH_CUDA=n -DWITH_EIGEN=n -DWITH_GPHOTO2=n -DOPENCV_GAPI_GSTREAMER=n -DWITH_LAPACK=n -DWITH_MATLAB=n -DWITH_MFX=n -DWITH_QUIRC=n -DWITH_VTK=n -DINSTALL_PDB=n -DINSTALL_TESTS=n -DINSTALL_C_EXAMPLES=n -DINSTALL_PYTHON_EXAMPLES=n -DOPENCV_GENERATE_SETUPVARS=n -DWITH_1394=n -DWITH_FFMPEG=y -DWITH_GTK_2_X=y -DBUILD_JPEG=y -DWITH_IPP=y -DENABLE_CONFIG_VERIFICATION=y -DBUILD_LIST=core,gapi,highgui,imgcodecs,imgproc,videoio,video ..
           cmake --build . -j $((`nproc`*2+2))
       - name: build_demos.sh
         run: |
diff --git a/ci/dependencies.yml b/ci/dependencies.yml
index 68224fa089a..60032066f6b 100644
--- a/ci/dependencies.yml
+++ b/ci/dependencies.yml
@@ -1,4 +1,4 @@
-openvino_linux: 'https://storage.openvinotoolkit.org/repositories/openvino/packages/2023.1/linux/l_openvino_toolkit_ubuntu20_2023.1.0.12185.47b736f63ed_x86_64.tgz'
-openvino_windows: 'https://storage.openvinotoolkit.org/repositories/openvino/packages/2023.1/windows/w_openvino_toolkit_windows_2023.1.0.12185.47b736f63ed_x86_64.zip'
-wheel_linux: '2023.1.0'
-wheel_windows: '2023.1.0'
+openvino_linux: 'https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.4/linux/l_openvino_toolkit_ubuntu20_2024.4.0.16579.c3152d32c9c_x86_64.tgz'
+openvino_windows: 'https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.4.1/windows/w_openvino_toolkit_windows_2024.4.1.16618.643f23d1318_x86_64.zip'
+wheel_linux: '2024.4.0'
+wheel_windows: '2024.4.0'
diff --git a/demos/common/python/model_zoo/model_api/pipelines/async_pipeline.py b/demos/common/python/model_zoo/model_api/pipelines/async_pipeline.py
index b565f2adb78..c9be4f0ac83 100644
--- a/demos/common/python/model_zoo/model_api/pipelines/async_pipeline.py
+++ b/demos/common/python/model_zoo/model_api/pipelines/async_pipeline.py
@@ -83,7 +83,6 @@ def get_user_config(flags_d: str, flags_nstreams: str, flags_nthreads: int)-> Di
                 # multi-device execution with the CPU + GPU performs best with GPU throttling hint,
                 # which releases another CPU thread (that is otherwise used by the GPU driver for active polling)
                 config['GPU_PLUGIN_THROTTLE'] = '1'
-                 
     return config
 
 
diff --git a/tools/accuracy_checker/accuracy_checker/annotation_converters/convert.py b/tools/accuracy_checker/accuracy_checker/annotation_converters/convert.py
index 3053e28c9f3..4c1e3ea7747 100644
--- a/tools/accuracy_checker/accuracy_checker/annotation_converters/convert.py
+++ b/tools/accuracy_checker/accuracy_checker/annotation_converters/convert.py
@@ -328,7 +328,7 @@ def save_annotation(annotation, meta, annotation_file, meta_file, dataset_config
         annotation_dir = annotation_file.parent
         if not annotation_dir.exists():
             annotation_dir.mkdir(parents=True)
-        with AtomicWriteFileHandle(annotation_file,'wb') as file:
+        with AtomicWriteFileHandle(annotation_file, 'wb') as file:
             if conversion_meta:
                 pickle.dump(conversion_meta, file)
             for representation in annotation:
diff --git a/tools/accuracy_checker/accuracy_checker/config/config_reader.py b/tools/accuracy_checker/accuracy_checker/config/config_reader.py
index 02fca94078b..b2e56d0c044 100644
--- a/tools/accuracy_checker/accuracy_checker/config/config_reader.py
+++ b/tools/accuracy_checker/accuracy_checker/config/config_reader.py
@@ -472,7 +472,7 @@ def _separate_modules_evaluations(modules_config):
     @staticmethod
     def _previous_configuration_parameters_sharing(config, mode='models'):
         def _share_params_models(models_config):
-            shared_params = {parameter: None for parameter in CONFIG_SHARED_PARAMETERS}
+            shared_params = dict.fromkeys(CONFIG_SHARED_PARAMETERS, None)
             for model in models_config['models']:
                 launchers = model['launchers']
                 if not launchers:
@@ -485,7 +485,7 @@ def _share_params_models(models_config):
                             shared_params[parameter] = launcher[parameter]
 
         def _share_params_modules(modules_config):
-            shared_params = {parameter: None for parameter in CONFIG_SHARED_PARAMETERS}
+            shared_params = dict.fromkeys(CONFIG_SHARED_PARAMETERS, None)
             for evaluation in modules_config['evaluations']:
                 if 'module_config' not in evaluation:
                     continue
diff --git a/tools/accuracy_checker/accuracy_checker/data_readers/data_reader.py b/tools/accuracy_checker/accuracy_checker/data_readers/data_reader.py
index cb6b2a6f3fb..8c77a2bb597 100644
--- a/tools/accuracy_checker/accuracy_checker/data_readers/data_reader.py
+++ b/tools/accuracy_checker/accuracy_checker/data_readers/data_reader.py
@@ -29,7 +29,7 @@
     BaseField, StringField, ConfigValidator, ConfigError, DictField, BoolField, PathField
 )
 
-REQUIRES_ANNOTATIONS = ['annotation_features_extractor' ,'disk_features_extractor' ]
+REQUIRES_ANNOTATIONS = ['annotation_features_extractor', 'disk_features_extractor' ]
 DOES_NOT_REQUIRED_DATA_SOURCE = REQUIRES_ANNOTATIONS + ['ncf_reader']
 DATA_SOURCE_IS_FILE = ['opencv_capture']
 
@@ -325,7 +325,7 @@ def read_item(self, data_id):
         meta = {
             'input_is_dict_type' : self.config.get('input_is_dict_type', False),
             'output_is_dict_type' : self.config.get('output_is_dict_type', False),
-            }
+        }
         data_rep = DataRepresentation(
             self.read_dispatcher(data_id),
             meta = meta,
diff --git a/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher.py b/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher.py
index 193327379d7..f5c857b0a56 100644
--- a/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher.py
+++ b/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher.py
@@ -87,7 +87,7 @@ def __init__(self, config_entry: dict, *args, **kwargs):
         backend = self.compile_kwargs.get('backend', None)
         if self.use_torch_compile and backend == 'openvino':
             try:
-                import openvino.torch # pylint: disable=C0415, W0611
+                importlib.import_module('openvino.torch')  # pylint: disable=C0415, W0611
             except ImportError as import_error:
                 raise ValueError("torch.compile is supported from OpenVINO 2023.1\n{}".format(
                     import_error.msg)) from import_error
@@ -153,7 +153,7 @@ def load_module(self, model_cls, module_args, module_kwargs, checkpoint=None, st
 
             if checkpoint:
                 if isinstance(checkpoint, str) and re.match(CHECKPOINT_URL_REGEX, checkpoint):
-                    checkpoint = urllib.request.urlretrieve(checkpoint)[0]
+                    checkpoint = urllib.request.urlretrieve(checkpoint)[0]  # nosec B310  # disable urllib-urlopen check
                 checkpoint = self._torch.load(
                     checkpoint, map_location=None if self.cuda else self._torch.device('cpu')
                 )
diff --git a/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher_readme.md b/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher_readme.md
index acfbc5dfaff..dac346ecd76 100644
--- a/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher_readme.md
+++ b/tools/accuracy_checker/accuracy_checker/launcher/pytorch_launcher_readme.md
@@ -54,4 +54,3 @@ launchers:
 
     adapter: classification
 ```
-
diff --git a/tools/accuracy_checker/tests/test_preprocessor.py b/tools/accuracy_checker/tests/test_preprocessor.py
index 26f4ec9e57c..b5cee9a5fa9 100644
--- a/tools/accuracy_checker/tests/test_preprocessor.py
+++ b/tools/accuracy_checker/tests/test_preprocessor.py
@@ -18,7 +18,6 @@
 import cv2
 import numpy as np
 import pytest
-import warnings
 from accuracy_checker.config import ConfigError
 from accuracy_checker.preprocessor import (
     Crop,
diff --git a/tools/model_tools/requirements-tensorflow.in b/tools/model_tools/requirements-tensorflow.in
index 53d853970f3..f0a55ca8042 100644
--- a/tools/model_tools/requirements-tensorflow.in
+++ b/tools/model_tools/requirements-tensorflow.in
@@ -1,2 +1,3 @@
 tensorflow>=2.5,<2.18.0; platform_system != 'darwin' or python_version != '3.8'
 tensorflow>=2.5,<2.18.0,!=2.13.1; platform_system == 'darwin' and python_version == '3.8'  # Explanation: 151865
+tf-keras