diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 04616ed..7f9db36 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -7,20 +7,21 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.10"]
+        python-version: ["3.11"]
     steps:
     - uses: actions/checkout@v3
+    - name: Install poetry
+      run: pipx install poetry
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v3
       with:
         python-version: ${{ matrix.python-version }}
+        cache: 'poetry'
     - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -e ".[dev]"
+      run: poetry install
     - name: Analysing the code with Black
       run: |
-        black --check src/**.py
+        poetry run black --check src/**.py
     - name: Run unit tests
       run: |
-        python test.py
+        poetry run python test.py
diff --git a/README.md b/README.md
index 1f4025d..a356da2 100644
--- a/README.md
+++ b/README.md
@@ -6,11 +6,13 @@ This is a repo for our reasearch project 5@KAMS.
 
 ## Local installation
 
+This project is using `poetry` build system.
+You need to install poetry first on your system.
+To do that, please see installation guide: https://python-poetry.org/docs/
+
 ```shell
-python -m venv venv
-pip install -e .
-pip install -e ".[dev]"
-python main.py
+poetry install
+poetry run python main.py
 ```
 
 ## Running tests
@@ -19,5 +21,5 @@ This project uses `pytest` for testing.
 To run full test suite, run:
 
 ```shell
-python test.py
+poetry run python test.py
 ```
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..0202a87
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1816 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "aiofiles"
+version = "23.2.1"
+description = "File support for asyncio."
+optional = false
+python-versions = ">=3.7"
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+    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.8.6"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.6"
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+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11"
+content-hash = "7d0522934a0e8cba31c8e2cb198454cda55b51b21aa407898b8c0bf0ec3f8747"
diff --git a/pyproject.toml b/pyproject.toml
index 0be900a..b8138e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,25 +1,29 @@
-[build-system]
-requires = [
-    "setuptools>=61.0",
-]
-build-backend = "setuptools.build_meta"
-
-[project]
-name = "analyzer"
-version = "0.0.1"
-requires-python = ">=3.7"
-dependencies = [
-    "nicegui",
-    "drain3",
-    "marshmallow",
-    "blinker",
-    "toml",
-    "python-dateutil"
-]
-
-
 [project.optional-dependencies]
 dev = [
     "black",
     "pytest"
 ]
+
+[tool.poetry]
+name = "analyzer"
+version = "0.1.0"
+description = ""
+authors = ["Mateusz Mazur <mateusz.mazur@e.email>"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.11"
+nicegui = "^1.4.1"
+drain3 = "^0.9.11"
+marshmallow = "^3.20.1"
+blinker = "^1.6.3"
+toml = "^0.10.2"
+python-dateutil = "^2.8.2"
+pytest = "^7.4.3"
+black = "^23.10.1"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/src/logs/test_types.py b/src/logs/test_types.py
index f3dd3c8..003d452 100644
--- a/src/logs/test_types.py
+++ b/src/logs/test_types.py
@@ -1,6 +1,6 @@
 from io import StringIO
-from logs.timestamp import TimestampExtractor
 
+from src.logs.timestamp import TimestampExtractor
 from src.logs.types import LogFile, LogLine
 
 import pytest