diff --git a/.github/workflows/_quality-python.yml b/.github/workflows/_quality-python.yml
index c67052a799..a015f53031 100644
--- a/.github/workflows/_quality-python.yml
+++ b/.github/workflows/_quality-python.yml
@@ -36,7 +36,7 @@ jobs:
             ${{ inputs.working-directory }}/poetry.lock
       - name: Install packages for workers that use datasets
         if: ${{ inputs.is-datasets-worker }}
-        run: sudo apt update; sudo apt install -y libicu-dev ffmpeg libavcodec-extra libsndfile1 llvm pkg-config
+        run: sudo apt update; sudo apt install -y libicu-dev ffmpeg libavcodec-extra libsndfile1 llvm pkg-config poppler-utils
       - name: Install dependencies
         # "poetry env use" is required: https://github.com/actions/setup-python/issues/374#issuecomment-1088938718
         run: |
diff --git a/.github/workflows/_unit-tests-python.yml b/.github/workflows/_unit-tests-python.yml
index d7155b0f32..6109f07991 100644
--- a/.github/workflows/_unit-tests-python.yml
+++ b/.github/workflows/_unit-tests-python.yml
@@ -37,7 +37,7 @@ jobs:
             ${{ inputs.working-directory }}/poetry.lock
       - name: Install packages for workers that use datasets
         if: ${{ inputs.is-datasets-worker }}
-        run: sudo apt update; sudo apt install -y libicu-dev ffmpeg libavcodec-extra libsndfile1 llvm pkg-config
+        run: sudo apt update; sudo apt install -y libicu-dev ffmpeg libavcodec-extra libsndfile1 llvm pkg-config poppler-utils
       - name: Install dependencies
         # "poetry env use" is required: https://github.com/actions/setup-python/issues/374#issuecomment-1088938718
         run: |
diff --git a/workers/datasets_based/Dockerfile b/workers/datasets_based/Dockerfile
index 83c7705345..39ee8c95b7 100644
--- a/workers/datasets_based/Dockerfile
+++ b/workers/datasets_based/Dockerfile
@@ -17,6 +17,7 @@ ENV PYTHONFAULTHANDLER=1 \
 RUN apt-get update \
     && apt-get install -y build-essential unzip wget python3-dev make \
     libicu-dev ffmpeg libavcodec-extra libsndfile1 llvm pkg-config \
+    poppler-utils \
     && rm -rf /var/lib/apt/lists/*
 
 RUN pip install -U --no-cache-dir pip
diff --git a/workers/datasets_based/poetry.lock b/workers/datasets_based/poetry.lock
index fff9c50ef8..b756355b95 100644
--- a/workers/datasets_based/poetry.lock
+++ b/workers/datasets_based/poetry.lock
@@ -846,6 +846,7 @@ python-versions = "*"
 [package.source]
 type = "url"
 url = "https://github.com/kpu/kenlm/archive/master.zip"
+
 [[package]]
 name = "keras"
 version = "2.11.0"
@@ -1272,6 +1273,17 @@ category = "dev"
 optional = false
 python-versions = ">=2.6"
 
+[[package]]
+name = "pdf2image"
+version = "1.16.2"
+description = "A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pillow = "*"
+
 [[package]]
 name = "pillow"
 version = "9.4.0"
@@ -1600,6 +1612,24 @@ python-versions = ">=3.6.8"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pypdf2"
+version = "3.0.1"
+description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing_extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+crypto = ["PyCryptodome"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "wheel"]
+docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
+full = ["Pillow", "PyCryptodome"]
+image = ["Pillow"]
+
 [[package]]
 name = "pyppmd"
 version = "1.0.0"
@@ -2150,6 +2180,7 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 [package.source]
 type = "url"
 url = "https://download.pytorch.org/whl/cpu/torch-1.13.1%2Bcpu-cp39-cp39-linux_x86_64.whl"
+
 [[package]]
 name = "torchaudio"
 version = "0.13.1+cpu"
@@ -2164,6 +2195,7 @@ torch = "1.13.1"
 [package.source]
 type = "url"
 url = "https://download.pytorch.org/whl/cpu/torchaudio-0.13.1%2Bcpu-cp39-cp39-linux_x86_64.whl"
+
 [[package]]
 name = "tqdm"
 version = "4.64.1"
@@ -2447,7 +2479,7 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "1.1"
 python-versions = "3.9.15"
-content-hash = "0fa47399ab7f3f7a1bd3676b6b171e166336318c18270d468b112c5701595f43"
+content-hash = "7be4e8e664880da11c0b018fc1902c413ecafbf410f5513c6bae66e85e631164"
 
 [metadata.files]
 absl-py = [
@@ -3882,6 +3914,10 @@ pbr = [
     {file = "pbr-5.11.1-py2.py3-none-any.whl", hash = "sha256:567f09558bae2b3ab53cb3c1e2e33e726ff3338e7bae3db5dc954b3a44eef12b"},
     {file = "pbr-5.11.1.tar.gz", hash = "sha256:aefc51675b0b533d56bb5fd1c8c6c0522fe31896679882e1c4c63d5e4a0fccb3"},
 ]
+pdf2image = [
+    {file = "pdf2image-1.16.2-py3-none-any.whl", hash = "sha256:1469335050a17657f94c2f1ef3a23e57807d631ad5bcbaec997c2c42a8186f4a"},
+    {file = "pdf2image-1.16.2.tar.gz", hash = "sha256:86761091eee35f4641ea98dfddb254254361d018be698a199aff7c1d37331803"},
+]
 pillow = [
     {file = "Pillow-9.4.0-1-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b4b4e9dda4f4e4c4e6896f93e84a8f0bcca3b059de9ddf67dac3c334b1195e1"},
     {file = "Pillow-9.4.0-1-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:fb5c1ad6bad98c57482236a21bf985ab0ef42bd51f7ad4e4538e89a997624e12"},
@@ -4327,6 +4363,10 @@ pyparsing = [
     {file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
     {file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
 ]
+pypdf2 = [
+    {file = "PyPDF2-3.0.1.tar.gz", hash = "sha256:a74408f69ba6271f71b9352ef4ed03dc53a31aa404d29b5d31f53bfecfee1440"},
+    {file = "pypdf2-3.0.1-py3-none-any.whl", hash = "sha256:d16e4205cfee272fbdc0568b68d82be796540b1537508cef59388f839c191928"},
+]
 pyppmd = [
     {file = "pyppmd-1.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8049c19af4b78b400b2347bff4514763257b55516c359144e9d8091991ed12e8"},
     {file = "pyppmd-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1c0fd06aaf782e65b7b5bbc47f8a9dbe050c1ba18474ccbe0a2b37f57a8d8c72"},
diff --git a/workers/datasets_based/pyproject.toml b/workers/datasets_based/pyproject.toml
index b3b5672a2e..1619056c71 100644
--- a/workers/datasets_based/pyproject.toml
+++ b/workers/datasets_based/pyproject.toml
@@ -23,8 +23,10 @@ lxml = "^4.9.1"
 nlp = "^0.4.0"
 nltk = "^3.6.5"
 openpyxl = "^3.0.9"
+pdf2image = "^1.16.2"
 py7zr = "^0.20.1"
 pydub = "^0.25.1"
+pypdf2 = "^3.0.1"
 python = "3.9.15"
 rarfile = "^4.0"
 scikit-learn = "^1.0"