diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 00000000..7e1723ca
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,29 @@
+name: Python package
+on:
+  push:
+    tags:
+      - "v*.*.*"
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.11
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.11
+      - name: Install python dependencies
+        run: |
+          pip install poetry
+          poetry install
+          poetry remove torch
+          poetry run pip install torch --index-url https://download.pytorch.org/whl/cpu
+      - name: Build package
+        run: |
+          poetry build
+      - name: Publish package
+        env:
+          PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }}
+        run: |
+          poetry config pypi-token.pypi "$PYPI_TOKEN"
+          poetry publish
diff --git a/benchmark.py b/benchmark.py
index 54341616..59c5de59 100644
--- a/benchmark.py
+++ b/benchmark.py
@@ -8,9 +8,6 @@
 from marker.convert import convert_single_pdf
 from marker.logger import configure_logging
 from marker.models import load_all_models
-from marker.ordering import load_ordering_model
-from marker.segmentation import load_layout_model
-from marker.cleaners.equations import load_nougat_model
 from marker.benchmark.scoring import score_text
 from marker.extract_text import naive_get_text
 import json
@@ -18,7 +15,6 @@
 import subprocess
 import shutil
 import fitz as pymupdf
-from marker.settings import settings
 from tabulate import tabulate
 
 configure_logging()
@@ -34,7 +30,7 @@ def nougat_prediction(pdf_filename, batch_size=1):
     return data
 
 
-if __name__ == "__main__":
+def main():
     parser = argparse.ArgumentParser(description="Benchmark PDF to MD conversion.  Needs source pdfs, and a refernece folder with the correct markdown.")
     parser.add_argument("in_folder", help="Input PDF files")
     parser.add_argument("reference_folder", help="Reference folder with reference markdown files")
@@ -126,3 +122,7 @@ def nougat_prediction(pdf_filename, batch_size=1):
     print("Scores by file")
     print(tabulate(score_table, headers=["Method", *score_headers]))
 
+
+if __name__ == "__main__":
+    main()
+
diff --git a/chunk_convert.py b/chunk_convert.py
new file mode 100755
index 00000000..9dd45197
--- /dev/null
+++ b/chunk_convert.py
@@ -0,0 +1,19 @@
+import argparse
+import subprocess
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Convert a folder of PDFs to a folder of markdown files in chunks.")
+    parser.add_argument("in_folder", help="Input folder with pdfs.")
+    parser.add_argument("out_folder", help="Output folder")
+    args = parser.parse_args()
+
+    # Construct the command
+    cmd = f"./chunk_convert.sh {args.in_folder} {args.out_folder}"
+
+    # Execute the shell script
+    subprocess.run(cmd, shell=True, check=True)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/chunk_convert.sh b/chunk_convert.sh
old mode 100644
new mode 100755
diff --git a/convert.py b/convert.py
old mode 100644
new mode 100755
index eb4499b6..a29d363a
--- a/convert.py
+++ b/convert.py
@@ -45,7 +45,7 @@ def process_single_pdf(fname: str, out_folder: str, model_refs, metadata: Option
         print(traceback.format_exc())
 
 
-if __name__ == "__main__":
+def main():
     parser = argparse.ArgumentParser(description="Convert multiple pdfs to markdown.")
     parser.add_argument("in_folder", help="Input folder with pdfs.")
     parser.add_argument("out_folder", help="Output folder")
@@ -121,4 +121,8 @@ def process_single_pdf(fname: str, out_folder: str, model_refs, metadata: Option
             progress_bar.update(1)
 
     # Shutdown ray to free resources
-    ray.shutdown()
\ No newline at end of file
+    ray.shutdown()
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/convert_single.py b/convert_single.py
old mode 100644
new mode 100755
index efe11713..dabfd933
--- a/convert_single.py
+++ b/convert_single.py
@@ -3,13 +3,12 @@
 from marker.convert import convert_single_pdf
 from marker.logger import configure_logging
 from marker.models import load_all_models
-from marker.settings import settings
 import json
 
 configure_logging()
 
 
-if __name__ == "__main__":
+def main():
     parser = argparse.ArgumentParser()
     parser.add_argument("filename", help="PDF file to parse")
     parser.add_argument("output", help="Output file name")
@@ -26,4 +25,8 @@
 
     out_meta_filename = args.output.rsplit(".", 1)[0] + "_meta.json"
     with open(out_meta_filename, "w+") as f:
-        f.write(json.dumps(out_meta, indent=4))
\ No newline at end of file
+        f.write(json.dumps(out_meta, indent=4))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/marker/convert.py b/marker/convert.py
index 79431102..fa6317de 100644
--- a/marker/convert.py
+++ b/marker/convert.py
@@ -13,7 +13,6 @@
 from marker.markdown import merge_spans, merge_lines, get_full_text
 from marker.schema import Page, BlockType
 from typing import List, Dict, Tuple, Optional
-from copy import deepcopy
 import re
 import magic
 from marker.settings import settings
diff --git a/pyproject.toml b/pyproject.toml
index ecf5481e..89df89b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,12 +1,22 @@
 [tool.poetry]
-name = "marker"
-version = "0.1.0"
+name = "marker-pdf"
+version = "0.1.1"
 description = "Convert PDF to markdown with high speed and accuracy."
 authors = ["Vik Paruchuri <github@vikas.sh>"]
 readme = "README.md"
 license = "GPL-3.0-or-later"
 repository = "https://github.com/VikParuchuri/marker"
 keywords = ["pdf", "markdown", "ocr", "nlp"]
+packages = [
+    {include = "marker"}
+]
+include = [
+    "convert.py",
+    "convert_single.py",
+    "chunk_convert.sh",
+    "benchmark.py",
+    "chunk_convert.py",
+]
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.13"
@@ -37,6 +47,12 @@ grpcio = "^1.60.0"
 [tool.poetry.group.dev.dependencies]
 jupyter = "^1.0.0"
 
+[tool.poetry.scripts]
+marker = "convert:main"
+marker_single = "convert_single:main"
+marker_benchmark = "benchmark:main"
+marker_chunk_convert = "chunk_convert:main"
+
 [build-system]
 requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file