diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml
index 4ed193f..3ff88f4 100644
--- a/.github/workflows/check.yml
+++ b/.github/workflows/check.yml
@@ -12,17 +12,15 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: "actions/checkout@v4"
-      - name: install poetry
-        run: pip install poetry
       - uses: actions/setup-python@v5
         with:
           python-version: '3.11'
-          cache: 'poetry'
+          cache: 'pip'
       - name: install
-        run: poetry install --with=dev
+        run: pip install -r requirements.txt
       - name: check imports
-        run:  poetry run isort --check .
+        run:  isort --check .
       - name: check formatting
-        run:  poetry run black --check .
+        run:  black --check .
       - name: run linter
-        run:  poetry run pylint .
+        run:  pylint --recursive y .
diff --git a/__init__.py b/examples/__init__.py
similarity index 100%
rename from __init__.py
rename to examples/__init__.py
diff --git a/claude_example.py b/examples/claude_example.py
similarity index 100%
rename from claude_example.py
rename to examples/claude_example.py
diff --git a/langchain_example.py b/examples/langchain_example.py
similarity index 95%
rename from langchain_example.py
rename to examples/langchain_example.py
index bb092f3..733a7b9 100644
--- a/langchain_example.py
+++ b/examples/langchain_example.py
@@ -65,8 +65,8 @@ def _call(self, inputs: Dict[str, str]) -> Dict[str, str]:
             )
             sanitized_text = redacted_payload[0] if redacted_payload[0] else text
             print(f"\nsanitized input:\n {sanitized_text}")
-        except Exception as e:  # pylint: disable=broad-exception-caught
-            print(f"Error in sanitizing input: {e}")
+        except Exception as exc:  # pylint: disable=broad-exception-caught
+            print(f"Error in sanitizing input: {exc}")
             sanitized_text = text
         return {self.output_key: sanitized_text}
 
diff --git a/openai_example.py b/examples/openai_example.py
similarity index 100%
rename from openai_example.py
rename to examples/openai_example.py
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index a415320..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,4486 +0,0 @@
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-
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.19.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.extras]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.10"
-content-hash = "f4072dbbcfa4204f08d3eb635438bb8c88506cf0f215175734ef1988ec4f337e"
diff --git a/pyproject.toml b/pyproject.toml
index 55e94ff..d371d09 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,34 +1,3 @@
-[tool.poetry]
-name = "genai-prompt-sanitization"
-version = "0.1.0"
-description = "This repository provides examples of using Firewall for AI APIs to sanitize GenAI prompts for popular LLM services and frameworks using Python."
-authors = []
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = "^3.10"
-apify-client = "^1.7.0"
-chromadb = "^0.5.3"
-langchain = "^0.2.6"
-langchain-community = "^0.2.6"
-openai = "^1.35.10"
-python-dotenv = "^1.0.1"
-streamlit = "^1.36.0"
-tiktoken = "^0.7.0"
-anthropic = "^0.30.1"
-nightfall = { git = "https://github.com/nightfallai/nightfall-python-sdk.git" }
-langchain-anthropic = "^0.1.19"
-
-[tool.poetry.group.dev.dependencies]
-pylint = "^3.2.5"
-black = "^24.4.2"
-isort = "^5.13.2"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-package-mode = false
-
 [tool.black]
 line-length = 88
 
diff --git a/requirements.txt b/requirements.txt
index d95c30a..82fb466 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,3 +9,6 @@ tiktoken ~= 0.7.0
 anthropic ~= 0.30.1
 langchain_anthropic ~= 0.1.19
 nightfall ~= 1.4.1
+pylint ~= 3.2.5
+black ~= 24.4.2
+isort ~= 5.13.2