diff --git a/.github/actions/create-index/action.yml b/.github/actions/create-index/action.yml
index af67595..3b3390d 100644
--- a/.github/actions/create-index/action.yml
+++ b/.github/actions/create-index/action.yml
@@ -43,7 +43,7 @@ runs:
     - name: Create index
       id: create-index
       shell: bash
-      run: python3 tests/scripts/create_index.py
+      run: poetry run python3 tests/scripts/create_index.py
       env:
         PINECONE_API_KEY: ${{ inputs.PINECONE_API_KEY }}
         NAME_PREFIX: ${{ inputs.name_prefix }}
diff --git a/.github/actions/delete-index/action.yml b/.github/actions/delete-index/action.yml
index 1cc230f..5684785 100644
--- a/.github/actions/delete-index/action.yml
+++ b/.github/actions/delete-index/action.yml
@@ -15,7 +15,7 @@ runs:
   steps:
     - name: Delete index
       shell: bash
-      run: python3 tests/scripts/delete_index.py
+      run: poetry run python3 tests/scripts/delete_index.py
       env:
         PINECONE_API_KEY: ${{ inputs.PINECONE_API_KEY }}
         INDEX_NAME: ${{ inputs.index_name }}
diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 5656d25..933d177 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -31,17 +31,22 @@ jobs:
       uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
+    - name: Install Poetry
+      uses: snok/install-poetry@v1
+      with:
+        version: 1.8.1
+        virtualenvs-create: true
+        virtualenvs-in-project: true
+        installer-parallel: true
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        python -m pip install flake8 pytest
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+        poetry install --no-interaction --no-root
     - name: Lint with flake8
       run: |
         # stop the build if there are Python syntax errors or undefined names
-        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        poetry run flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+        poetry run flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
     - name: Create test index
       id: create-index
       uses: ./.github/actions/create-index
@@ -52,7 +57,7 @@ jobs:
         PINECONE_API_KEY: ${{ secrets.PINECONE_API_KEY }}
     - name: Test with pytest
       run: |
-        pytest
+        poetry run pytest
       env:
         PINECONE_API_KEY: '${{ secrets.PINECONE_API_KEY }}'
         INDEX_HOST: ${{ steps.create-index.outputs.index_host }}
diff --git a/load_dataset.py b/load_dataset.py
deleted file mode 100755
index 9725da7..0000000
--- a/load_dataset.py
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/usr/bin/env python3
-
-"""
-Simple program to load a dataset from 'pinecone_datasets' into a Pinecone
-index.
-"""
-
-from dotenv import load_dotenv
-import os
-import pinecone_datasets
-import sys
-
-load_dotenv('.env')
-
-index_name = sys.argv[1]
-dataset = sys.argv[2]
-apikey = os.environ['PINECONE_API_KEY']
-
-print(f"Loading dataset '{dataset}' into Pinecone index '{index_name}'...")
-ds= pinecone_datasets.load_dataset(dataset)
-ds.to_pinecone_index(index_name, should_create_index=False)
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..3fc1742
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2034 @@
+# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
+
+[[package]]
+name = "blinker"
+version = "1.7.0"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
+]
+
+[[package]]
+name = "brotli"
+version = "1.1.0"
+description = "Python bindings for the Brotli compression library"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx_rtd_theme"]
+test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "912d9f8dd31fb71e32e1ea559c3985022a52ac500238797375a5fa74b42d86b3"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..c370e66
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,26 @@
+[tool.poetry]
+name = "locust-pinecone"
+version = "0.1.0"
+description = "A load-testing tool for Pinecone, built on the Locust framework"
+authors = ["Your Name <you@example.com>"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.9"
+locust = "^2.23.1"
+pandas = "^2.2.1"
+google-cloud-storage = "^2.14.0"
+grpcio = "^1.62.0"
+python-dotenv = "^1.0.1"
+pyarrow = "^15.0.0"
+pinecone-client = {version = "^3.1.0", extras = ["grpc"]}
+tabulate = "^0.9.0"
+
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^8.0.2"
+flake8 = "^7.0.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"