diff --git a/README.md b/README.md
index 772447e..525d19d 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,14 @@
 # longinus
 
-JPEG-compatible image compressor that uses machine learning to adjust coefficients in DCT table. 
\ No newline at end of file
+JPEG-compatible image compressor that uses machine learning to adjust coefficients in DCT table. 
+
+## Installation guide
+1. Download libjpeg-turbo according to your distributions guidelines (for Debian-based: `sudo apt install libturbojpeg`, for Windows use [official installer](https://sourceforge.net/projects/libjpeg-turbo/files), for macOS use brew: `brew install jpeg-turbo`)
+2. Clone this repository
+3. `cd longinus/longinus`
+4. Ensure poetry is installed: [Poetry](https://python-poetry.org)
+5. `poetry install`
+6. `poetry build`
+7. `poetry shell`
+
+Now the command `longinus` should be available.
diff --git a/longinus/README.md b/longinus/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/__init__.py b/longinus/longinus/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/__init__.py b/longinus/longinus/coeff_encoders/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/encoder.py b/longinus/longinus/coeff_encoders/encoder.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/knn.py b/longinus/longinus/coeff_encoders/knn.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/machine_learning.py b/longinus/longinus/coeff_encoders/machine_learning.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/muzero.py b/longinus/longinus/coeff_encoders/muzero.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/random_forest.py b/longinus/longinus/coeff_encoders/random_forest.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/coeff_encoders/svm.py b/longinus/longinus/coeff_encoders/svm.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/main.py b/longinus/longinus/main.py
new file mode 100644
index 0000000..41bdfa0
--- /dev/null
+++ b/longinus/longinus/main.py
@@ -0,0 +1,17 @@
+import click 
+
+@click.group()
+def cli():
+    """Tool to manipulate JPEG-encoded images for research purposes"""
+    pass
+
+@click.command()
+def reencode():
+    """Reencodes the image using custom coefficient calculating algorithm"""
+    click.echo("Test")
+    pass
+
+cli.add_command(reencode)
+
+if __name__ == "__main__":
+    cli()
diff --git a/longinus/longinus/utils/__init__.py b/longinus/longinus/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/longinus/utils/image.py b/longinus/longinus/utils/image.py
new file mode 100644
index 0000000..e69de29
diff --git a/longinus/poetry.lock b/longinus/poetry.lock
new file mode 100644
index 0000000..606a291
--- /dev/null
+++ b/longinus/poetry.lock
@@ -0,0 +1,654 @@
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+
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+
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+description = "Cross-platform colored terminal text."
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diff --git a/longinus/pyproject.toml b/longinus/pyproject.toml
new file mode 100644
index 0000000..2edb306
--- /dev/null
+++ b/longinus/pyproject.toml
@@ -0,0 +1,24 @@
+[tool.poetry]
+name = "longinus"
+version = "0.1.0"
+description = "Custom JPEG-compatible compressor that optimizes DCT coefficients using machine learning"
+authors = ["Wojciech Janota <wojciech@janota.ovh>"]
+readme = "README.md"
+packages = [{include = "longinus"}]
+
+[tool.poetry.dependencies]
+python = "^3.11"
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+numpy = "^1.26.4"
+seaborn = "^0.13.2"
+pandas = "^2.2.1"
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+pyturbojpeg = "^1.7.3"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+longinus = "longinus.main:cli"
diff --git a/longinus/tests/__init__.py b/longinus/tests/__init__.py
new file mode 100644
index 0000000..e69de29