diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 67b5cfc6..ec7229fe 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -21,7 +21,7 @@ jobs:
         # Starting new jobs is also relatively slow,
         # so linting on fewer versions makes CI faster.
         python-version:
-          - "3.8"
+          - "3.9"
           - "3.11"
 
     steps:
@@ -30,19 +30,17 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
+    - name: Install Poetry
+      uses: snok/install-poetry@v1
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        pip install .[dev,all]
-
+        poetry install --all-extras
     - name: check-sort-import
       run: |
-        make check-sort-imports
-
+        poetry run check-sort-imports
     - name: check-black-format
       run: |
-        make check-format
-
+        poetry run check-format
     - name: check-mypy
       run: |
-        make mypy
+        poetry run mypy
\ No newline at end of file
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 0fb20791..df2f3955 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -18,13 +18,15 @@ jobs:
         with:
           python-version: "3.10"
 
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
+
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip
-          python -m pip install setuptools wheel
+          poetry install --all-extras
 
-      - name: create python package
-        run: python setup.py sdist bdist_wheel
+      - name: Build package
+        run: poetry build
 
       - name: Create Release
         uses: ncipollo/release-action@v1
@@ -36,8 +38,7 @@ jobs:
           tag: ${{ github.event.inputs.version }}
           commit: main
 
-      - name: deploy
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          user: __token__
-          password: ${{ secrets.PYPI }}
\ No newline at end of file
+      - name: Publish to PyPI
+        env:
+          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI }}
+        run: poetry publish
\ No newline at end of file
diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml
index 86ef0b70..41dca251 100644
--- a/.github/workflows/run_tests.yml
+++ b/.github/workflows/run_tests.yml
@@ -15,9 +15,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.8, 3.9, '3.10', 3.11]
+        python-version: [3.9, '3.10', 3.11]
         connection: ['hiredis', 'plain']
-        redis-stack-version: ['6.2.6-v9', 'latest']
+        redis-stack-version: ['6.2.6-v9', 'latest', 'edge']
 
     services:
       redis:
@@ -33,20 +33,21 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'pip'
 
+    - name: Install Poetry
+      uses: snok/install-poetry@v1
+
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        pip install .[dev,all]
+        poetry install --all-extras
 
     - name: Install hiredis if needed
       if: matrix.connection == 'hiredis'
       run: |
-        pip install hiredis
+        poetry add hiredis
 
-    - name: Start Redis
+    - name: Set Redis version
       run: |
-        REDIS_URL=redis://localhost:6379
-        echo REDIS_URL=$REDIS_URL >> $GITHUB_ENV
+        echo "REDIS_VERSION=${{ matrix.redis-stack-version }}" >> $GITHUB_ENV
 
     - name: Authenticate to Google Cloud
       uses: google-github-actions/auth@v1
@@ -65,12 +66,12 @@ jobs:
         AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}}
         OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}}
       run: |
-        make test-cov
+        poetry run test-cov
 
     - name: Run tests
       if: matrix.connection != 'plain' || matrix.redis-stack-version != 'latest'
       run: |
-        SKIP_VECTORIZERS=True make test-cov
+        SKIP_VECTORIZERS=True poetry run test-cov
 
     - name: Run notebooks
       if: matrix.connection == 'plain' && matrix.redis-stack-version == 'latest'
@@ -84,10 +85,11 @@ jobs:
         AZURE_OPENAI_DEPLOYMENT_NAME: ${{secrets.AZURE_OPENAI_DEPLOYMENT_NAME}}
         OPENAI_API_VERSION: ${{secrets.OPENAI_API_VERSION}}
       run: |
-        cd docs/ && treon -v --exclude="./examples/openai_qna.ipynb"
+        cd docs/ && poetry run treon -v --exclude="./examples/openai_qna.ipynb"
 
     - name: Publish coverage results
-      uses: codecov/codecov-action@v2
+      uses: codecov/codecov-action@v4
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
-        fail_ci_if_error: true
+        files: ./coverage.xml
+        fail_ci_if_error: true
\ No newline at end of file
diff --git a/.github/workflows/test-publish.yml b/.github/workflows/test-publish.yml
index 05987f7d..7af494af 100644
--- a/.github/workflows/test-publish.yml
+++ b/.github/workflows/test-publish.yml
@@ -11,20 +11,22 @@ jobs:
   build_release:
     name: Build Release
     runs-on: ubuntu-latest
+
     steps:
       - uses: actions/checkout@v3
+
       - name: Set up Python 3.10
         uses: actions/setup-python@v4
         with:
           python-version: "3.10"
 
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          python -m pip install setuptools wheel
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
 
-      - name: create python package
-        run: python setup.py sdist bdist_wheel
+      - name: Build package
+        run: |
+          poetry version ${{ github.event.inputs.version }}
+          poetry build
 
       - name: Create Release
         uses: ncipollo/release-action@v1
@@ -36,9 +38,9 @@ jobs:
           tag: ${{ github.event.inputs.version }}
           commit: main
 
-      - name: deploy
+      - name: Publish to TestPyPI
         uses: pypa/gh-action-pypi-publish@release/v1
         with:
           user: __token__
-          password: ${{ secrets.PYPI }}
+          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
           repository_url: https://test.pypi.org/legacy/
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 6b7b8180..9e24dd50 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,9 +2,11 @@ __pycache__/
 redisvl.egg-info/
 .coverage.*
 .coverage
+coverage.xml
 scratch
 .DS_Store
 *.csv
 wiki_schema.yaml
 docs/_build/
-.venv
\ No newline at end of file
+.venv
+coverage.xml
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index d4dd0c14..86e59e8b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -28,45 +28,49 @@ Here's how to get started with your code contribution:
     pull request.
 
 ### Dev Environment
-There is a provided `requirements.txt` and `requirements-dev.txt` file you can use to install required libraries with `pip` into your virtual environment.
+RedisVL uses [Poetry](https://python-poetry.org/) for dependency management.
+
+Follow the instructions to [install Poetry](https://python-poetry.org/docs/#installation).
+
+Then install the required libraries:
 
-Or use the local package editable install method:
 ```bash
-python -m venv .venv
-source .venv/bin/activate
-pip install -e '.[all,dev]'
+poetry install --all-extras
 ```
 
-Then to deactivate the env:
-```
-source deactivate
-```
 
 ### Linting and Tests
 
 Check formatting, linting, and typing:
 ```bash
-make check
+poetry run format
+poetry run sort-imports
+poetry run mypy
 ```
 
+#### TestContainers
+
+RedisVL uses Testcontainers Python for integration tests. Testcontainers is an open-source framework for provisioning throwaway, on-demand containers for development and testing use cases.
+
+To run Testcontainers-based tests you need a local Docker installation such as:
+- [Docker Desktop](https://www.docker.com/products/docker-desktop/)
+- [Docker Engine on Linux](https://docs.docker.com/engine/install/)
+
+#### Running the Tests
+
 Tests (with vectorizers):
 ```bash
-make test-cov
+poetry run test-cov
 ```
 
-**NOTE**: Some tests require the `REDIS_URL` environment variable to be set (e.g. `export REDIS_URL=redis://localhost:6379`).
-
 Tests w/out vectorizers:
 ```bash
-SKIP_VECTORIZERS=true make test-cov
+SKIP_VECTORIZERS=true poetry run test-cov
 ```
 
-> Dev requirements are needed here to be able to run tests and linting.
-> See other commands in the [Makefile](Makefile)
-
-### Docker Tips
+### Getting Redis
 
-Make sure to have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/):
+In order for your applications to use RedisVL, you must have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/):
 
 ```bash
 docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest
diff --git a/Makefile b/Makefile
deleted file mode 100644
index 6266d0d0..00000000
--- a/Makefile
+++ /dev/null
@@ -1,102 +0,0 @@
-MAKEFLAGS += --no-print-directory
-
-# Do not remove this block. It is used by the 'help' rule when
-# constructing the help output.
-# help:
-# help: Developer Makefile
-# help:
-
-
-SHELL:=/bin/bash
-
-# help: help                           - display this makefile's help information
-.PHONY: help
-help:
-	@grep "^# help\:" Makefile | grep -v grep | sed 's/\# help\: //' | sed 's/\# help\://'
-
-
-# help:
-# help: Style
-# help: -------
-
-# help: check                          - run all checks for a commit
-.PHONY: check
-check: check-format check-sort-imports mypy
-
-# help: format                         - perform code style format
-.PHONY: format
-format: sort-imports
-	@black ./redisvl ./tests/
-
-
-# help: check-format                   - check code format compliance
-.PHONY: check-format
-check-format:
-	@black --check ./redisvl
-
-
-# help: sort-imports                   - apply import sort ordering
-.PHONY: sort-imports
-sort-imports:
-	@isort ./redisvl ./tests/ --profile black
-
-# help: check-sort-imports             - check imports are sorted
-.PHONY: check-sort-imports
-check-sort-imports:
-	@isort ./redisvl --check-only --profile black
-
-
-# help: check-lint                     - run static analysis checks
-.PHONY: check-lint
-check-lint:
-	@pylint --rcfile=.pylintrc ./redisvl
-
-# help: mypy                           - run mypy
-.PHONY: mypy
-mypy:
-	@mypy ./redisvl
-
-# help:
-# help: Documentation
-# help: -------
-
-# help: docs                           - generate project documentation
-.PHONY: docs
-docs:
-	@cd docs; make html
-
-# help: servedocs                      - Serve project documentation
-.PHONY: servedocs
-servedocs:
-	@cd docs/_build/html/; python -m http.server
-
-# help:
-# help: Test
-# help: -------
-
-# help: test                           - Run all tests
-.PHONY: test
-test:
-	@python -m pytest --log-level=CRITICAL
-
-# help: test-verbose                   - Run all tests verbosely
-.PHONY: test-verbose
-test-verbose:
-	@python -m pytest -vv -s --log-level=CRITICAL
-
-# help: test-cov                       - Run all tests with coverage
-.PHONY: test-cov
-test-cov:
-	@python -m pytest -vv --cov=./redisvl --log-level=CRITICAL
-
-# help: cov                            - generate html coverage report
-.PHONY: cov
-cov:
-	@coverage html
-	@echo if data was present, coverage report is in ./htmlcov/index.html
-
-
-# help: test-notebooks                 - Run all notebooks
-.PHONY: test-notebooks
-test-notebooks:
-	@cd docs/ && treon -v
\ No newline at end of file
diff --git a/conftest.py b/conftest.py
index 0f20ab54..3c2abdc6 100644
--- a/conftest.py
+++ b/conftest.py
@@ -3,19 +3,43 @@
 import asyncio
 
 from redisvl.redis.connection import RedisConnectionFactory
+from testcontainers.compose import DockerCompose
 
+@pytest.fixture(scope="session", autouse=True)
+def redis_container():
+    # Set the default Redis version if not already set
+    os.environ.setdefault("REDIS_VERSION", "edge")
 
-@pytest.fixture()
+    compose = DockerCompose("tests", compose_file_name="docker-compose.yml", pull=True)
+    compose.start()
+
+    redis_host, redis_port = compose.get_service_host_and_port("redis", 6379)
+    redis_url = f"redis://{redis_host}:{redis_port}"
+    os.environ["REDIS_URL"] = redis_url
+
+    yield compose
+
+    compose.stop()
+
+@pytest.fixture(scope="session")
 def redis_url():
     return os.getenv("REDIS_URL", "redis://localhost:6379")
 
-@pytest.fixture
-def async_client(redis_url):
-    return RedisConnectionFactory.get_async_redis_connection(redis_url)
+@pytest.fixture(scope="session")
+async def async_client(redis_url):
+    client = await RedisConnectionFactory.get_async_redis_connection(redis_url)
+    yield client
+    try:
+        await client.aclose()
+    except RuntimeError as e:
+        if "Event loop is closed" not in str(e):
+            raise
 
-@pytest.fixture
-def client(redis_url):
-    return RedisConnectionFactory.get_redis_connection(redis_url)
+@pytest.fixture(scope="session")
+def client():
+    conn = RedisConnectionFactory.get_redis_connection(os.environ["REDIS_URL"])
+    yield conn
+    conn.close()
 
 @pytest.fixture
 def openai_key():
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..d4793861
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,4888 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.3.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
+    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
+[[package]]
+name = "argon2-cffi"
+version = "23.1.0"
+description = "Argon2 for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[package.extras]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_i686.whl", hash = "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win32.whl", hash = "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win_amd64.whl", hash = "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f"},
+    {file = "argon2_cffi_bindings-21.2.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3e385d1c39c520c08b53d63300c3ecc28622f076f4c2b0e6d7e796e9f6502194"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c3e3cc67fdb7d82c4718f19b4e7a87123caf8a93fde7e23cf66ac0337d3cb3f"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7"},
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+]
+
+[[package]]
+name = "zipp"
+version = "3.18.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[extras]
+cohere = ["cohere"]
+google-cloud-aiplatform = ["google-cloud-aiplatform"]
+openai = ["openai"]
+sentence-transformers = ["sentence-transformers"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.9,<4.0"
+content-hash = "02eda81b7fd15211d9ebd5bd2c31da4a27f211bca2766c0419fb3b760a5a75cc"
diff --git a/pyproject.toml b/pyproject.toml
index f37e9a1d..79051f6c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,5 +1,78 @@
+[tool.poetry]
+name = "redisvl"
+version = "0.1.3"
+description = "Python client library and CLI for using Redis as a vector database"
+authors = ["Redis Inc. <applied.ai@redis.com>"]
+license = "MIT"
+readme = "README.md"
+homepage = "https://github.com/RedisVentures/redisvl"
+repository = "https://github.com/RedisVentures/redisvl"
+documentation = "https://www.redisvl.com"
+keywords = ["ai", "redis", "redis-client", "vector-database", "vector-search"]
+classifiers = [
+  "Programming Language :: Python :: 3.9",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "License :: OSI Approved :: MIT License",
+]
+packages = [{ include = "redisvl", from = "." }]
+
+[tool.poetry.dependencies]
+python = ">=3.9,<4.0"
+numpy = "*"
+pyyaml = "*"
+coloredlogs = "*"
+redis = ">=5.0.0"
+pydantic = { version = ">=2,<3" }
+tenacity = ">=8.2.2"
+tabulate = { version = ">=0.9.0,<1" }
+openai = { version = ">=1.13.0", optional = true }
+sentence-transformers = { version = ">=2.2.2", optional = true }
+google-cloud-aiplatform = { version = ">=1.26", optional = true }
+cohere = { version = ">=4.44", optional = true }
+
+[tool.poetry.extras]
+openai = ["openai"]
+sentence-transformers = ["sentence-transformers"]
+google_cloud_aiplatform = ["google_cloud_aiplatform"]
+cohere = ["cohere"]
+
+[tool.poetry.dev-dependencies]
+black = ">=20.8b1"
+isort = ">=5.6.4"
+pylint = "3.1.0"
+pytest = "8.1.1"
+pytest-cov = "5.0.0"
+pytest-asyncio = "0.23.6"
+mypy = "1.9.0"
+types-redis = "*"
+types-pyyaml = "*"
+types-tabulate = "*"
+treon = "*"
+
+[tool.poetry.scripts]
+rvl = "redisvl.cli.runner:main"
+format = "scripts:format"
+check-format = "scripts:check_format"
+sort-imports = "scripts:sort_imports"
+check-sort-imports = "scripts:check_sort_imports"
+check-lint = "scripts:check_lint"
+mypy = "scripts:mypy"
+test = "scripts:test"
+test-verbose = "scripts:test_verbose"
+test-cov = "scripts:test_cov"
+cov = "scripts:cov"
+test-notebooks = "scripts:test_notebooks"
+
+[tool.poetry.group.test.dependencies]
+testcontainers = "^4.3.1"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
 [tool.black]
-target-version = ['py37', 'py38', 'py39', 'py310', 'py311']
+target-version = ['py38', 'py39', 'py310', 'py311']
 exclude = '''
 (
   | \.egg
@@ -29,9 +102,6 @@ ignore_errors = true
 [tool.coverage.html]
 directory = "htmlcov"
 
-# mypy global options:
-
 [tool.mypy]
 warn_unused_configs = true
-ignore_missing_imports = true
-
+ignore_missing_imports = true
\ No newline at end of file
diff --git a/requirements-all.txt b/requirements-all.txt
deleted file mode 100644
index 5888a106..00000000
--- a/requirements-all.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-openai>=1.13.0
-sentence-transformers>=2.2.2
-google-cloud-aiplatform>=1.26
-cohere>=4.44
\ No newline at end of file
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 62be0624..00000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-black>=20.8b1
-isort>=5.6.4
-pylint>=2.6.0
-pytest>=6.0.0
-pytest-cov>=2.10.1
-pytest-asyncio
-mypy
-types-redis
-types-pyyaml
-types-tabulate
-treon
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index cff73b3e..00000000
--- a/requirements.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-numpy
-pyyaml
-coloredlogs
-redis>=5.0.0
-pydantic>=2,<3
-tenacity>=8.2.2
-tabulate>=0.9.0,<1
diff --git a/scripts.py b/scripts.py
new file mode 100644
index 00000000..cfc254da
--- /dev/null
+++ b/scripts.py
@@ -0,0 +1,36 @@
+import subprocess
+
+def format():
+    subprocess.run(["isort", "./redisvl", "./tests/", "--profile", "black"])
+    subprocess.run(["black", "./redisvl", "./tests/"])
+
+def check_format():
+    subprocess.run(["black", "--check", "./redisvl"])
+
+def sort_imports():
+    subprocess.run(["isort", "./redisvl", "./tests/", "--profile", "black"])
+
+def check_sort_imports():
+    subprocess.run(["isort", "./redisvl", "--check-only", "--profile", "black"])
+
+def check_lint():
+    subprocess.run(["pylint", "--rcfile=.pylintrc", "./redisvl"])
+
+def mypy():
+    subprocess.run(["python", "-m", "mypy", "./redisvl"])
+
+def test():
+    subprocess.run(["python", "-m", "pytest", "--log-level=CRITICAL"])
+
+def test_verbose():
+    subprocess.run(["python", "-m", "pytest", "-vv", "-s", "--log-level=CRITICAL"])
+
+def test_cov():
+    subprocess.run(["python", "-m", "pytest", "-vv", "--cov=./redisvl", "--cov-report=xml", "--log-level=CRITICAL"])
+
+def cov():
+    subprocess.run(["coverage", "html"])
+    print("If data was present, coverage report is in ./htmlcov/index.html")
+
+def test_notebooks():
+    subprocess.run(["cd", "docs/", "&&", "poetry run treon", "-v"])
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index ceee2179..00000000
--- a/setup.cfg
+++ /dev/null
@@ -1,22 +0,0 @@
-[metadata]
-name = redisvl
-description = Python client library and CLI for using Redis as a vector database
-long_description = file: README.md
-long_description_content_type=text/markdown
-
-url = https://github.com/RedisVentures/redisvl
-project_urls =
-    Source = https://github.com/RedisVentures/redisvl
-    Documentation = https://www.redisvl.com
-
-author = Redis Inc.
-contact = Sam Partee
-contact_email = sam.partee@redis.com
-license = MIT
-keywords = ai, redis, redis-client, vector-database, vector-search
-classifiers =
-    Programming Language :: Python :: 3.7
-    Programming Language :: Python :: 3.8
-    Programming Language :: Python :: 3.9
-    Programming Language :: Python :: 3.10
-    License :: OSI Approved :: MIT License
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 39cfbbd4..00000000
--- a/setup.py
+++ /dev/null
@@ -1,43 +0,0 @@
-from setuptools import setup, find_packages
-
-# function to read in requirements.txt to into a python list
-def read_requirements():
-    with open("requirements.txt") as f:
-        requirements = f.read().splitlines()
-    return requirements
-
-def read_dev_requirements():
-    with open("requirements-dev.txt") as f:
-        requirements = f.read().splitlines()
-    return requirements
-
-def read_all_requirements():
-    with open("requirements-all.txt") as f:
-        requirements = f.read().splitlines()
-    return requirements
-
-extras_require = {
-    "all": read_all_requirements(),
-    "dev": read_dev_requirements()
-}
-
-
-setup(
-    name="redisvl",
-    version="0.1.3",
-    python_requires=">=3.7",
-    install_requires=read_requirements(),
-    extras_require=extras_require,
-    packages=find_packages(),
-    package_data={
-        "redisvl": [
-            "requirements.txt", "requirements-dev.txt", "requirements-all.txt"
-        ]
-    },
-    zip_safe=False,
-    entry_points={
-        "console_scripts": [
-            "rvl = redisvl.cli.runner:main"
-        ]
-    }
-)
diff --git a/tests/docker-compose.yml b/tests/docker-compose.yml
new file mode 100644
index 00000000..e8648df8
--- /dev/null
+++ b/tests/docker-compose.yml
@@ -0,0 +1,14 @@
+version: "3.9"
+services:
+  redis:
+    image: "redis/redis-stack:${REDIS_VERSION}"
+    ports:
+      - "6379"
+    environment:
+      - "REDIS_ARGS=--save '' --appendonly no"
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
+    labels:
+      - "com.docker.compose.publishers=redis,6379,6379"
\ No newline at end of file
diff --git a/tests/integration/test_connection.py b/tests/integration/test_connection.py
index 45328363..13347bfe 100644
--- a/tests/integration/test_connection.py
+++ b/tests/integration/test_connection.py
@@ -55,4 +55,5 @@ def test_required_modules(client):
 
 @pytest.mark.asyncio
 async def test_async_required_modules(async_client):
-    RedisConnectionFactory.validate_async_redis_modules(async_client)
+    client = await async_client
+    RedisConnectionFactory.validate_async_redis_modules(client)
diff --git a/tests/integration/test_flow_async.py b/tests/integration/test_flow_async.py
index c87df40d..afb8e874 100644
--- a/tests/integration/test_flow_async.py
+++ b/tests/integration/test_flow_async.py
@@ -1,3 +1,4 @@
+import asyncio
 import time
 
 import pytest
@@ -43,7 +44,7 @@
 }
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 @pytest.mark.parametrize("schema", [hash_schema, json_schema])
 async def test_simple(async_client, schema, sample_data):
     index = AsyncSearchIndex.from_dict(schema)
@@ -64,7 +65,7 @@ async def hash_preprocess(item: dict) -> dict:
     assert await index.fetch("john")
 
     # wait for async index to create
-    time.sleep(1)
+    await asyncio.sleep(1)
 
     return_fields = ["user", "age", "job", "credit_score"]
     query = VectorQuery(
@@ -79,15 +80,11 @@ async def hash_preprocess(item: dict) -> dict:
     assert len(results.docs) == len(results_2)
 
     # make sure correct users returned
-    # users = list(results.docs)
-    # print(len(users))
     users = [doc for doc in results.docs]
     assert users[0].user in ["john", "mary"]
     assert users[1].user in ["john", "mary"]
 
     # make sure vector scores are correct
-    # query vector and first two are the same vector.
-    # third is different (hence should be positive difference)
     assert float(users[0].vector_distance) == 0.0
     assert float(users[1].vector_distance) == 0.0
     assert float(users[2].vector_distance) > 0
diff --git a/tests/integration/test_llmcache.py b/tests/integration/test_llmcache.py
index d08cbaa8..373ca8da 100644
--- a/tests/integration/test_llmcache.py
+++ b/tests/integration/test_llmcache.py
@@ -14,31 +14,40 @@ def vectorizer():
 
 
 @pytest.fixture
-def cache(vectorizer):
-    cache_instance = SemanticCache(vectorizer=vectorizer, distance_threshold=0.2)
+def cache(vectorizer, redis_url):
+    cache_instance = SemanticCache(
+        vectorizer=vectorizer, distance_threshold=0.2, redis_url=redis_url
+    )
     yield cache_instance
     cache_instance.clear()  # Clear cache after each test
     cache_instance._index.delete(True)  # Clean up index
 
 
 @pytest.fixture
-def cache_no_cleanup(vectorizer):
-    cache_instance = SemanticCache(vectorizer=vectorizer, distance_threshold=0.2)
+def cache_no_cleanup(vectorizer, redis_url):
+    cache_instance = SemanticCache(
+        vectorizer=vectorizer, distance_threshold=0.2, redis_url=redis_url
+    )
     yield cache_instance
 
 
 @pytest.fixture
-def cache_with_ttl(vectorizer):
-    cache_instance = SemanticCache(vectorizer=vectorizer, distance_threshold=0.2, ttl=2)
+def cache_with_ttl(vectorizer, redis_url):
+    cache_instance = SemanticCache(
+        vectorizer=vectorizer, distance_threshold=0.2, ttl=2, redis_url=redis_url
+    )
     yield cache_instance
     cache_instance.clear()  # Clear cache after each test
     cache_instance._index.delete(True)  # Clean up index
 
 
 @pytest.fixture
-def cache_with_redis_client(vectorizer, client):
+def cache_with_redis_client(vectorizer, client, redis_url):
     cache_instance = SemanticCache(
-        vectorizer=vectorizer, redis_client=client, distance_threshold=0.2
+        vectorizer=vectorizer,
+        redis_client=client,
+        distance_threshold=0.2,
+        redis_url=redis_url,
     )
     yield cache_instance
     cache_instance.clear()  # Clear cache after each test
@@ -198,6 +207,6 @@ def test_store_and_check_with_provided_client(cache_with_redis_client, vectorize
 
 
 # Test deleting the cache
-def test_delete(cache_no_cleanup, vectorizer):
+def test_delete(cache_no_cleanup):
     cache_no_cleanup.delete()
     assert not cache_no_cleanup.index.exists()
diff --git a/tests/integration/test_query.py b/tests/integration/test_query.py
index 35aea066..a38a4151 100644
--- a/tests/integration/test_query.py
+++ b/tests/integration/test_query.py
@@ -37,7 +37,7 @@ def range_query():
 
 
 @pytest.fixture
-def index(sample_data):
+def index(sample_data, redis_url):
     # construct a search index from the schema
     index = SearchIndex.from_dict(
         {
@@ -66,7 +66,7 @@ def index(sample_data):
     )
 
     # connect to local redis instance
-    index.connect("redis://localhost:6379")
+    index.connect(redis_url)
 
     # create the index (no data yet)
     index.create(overwrite=True)
diff --git a/tests/integration/test_search_results.py b/tests/integration/test_search_results.py
index ed7096b7..90e4ffbe 100644
--- a/tests/integration/test_search_results.py
+++ b/tests/integration/test_search_results.py
@@ -1,3 +1,5 @@
+import os
+
 import pytest
 
 from redisvl.index import SearchIndex
@@ -45,7 +47,7 @@ def index(sample_data):
     index = SearchIndex.from_dict(json_schema)
 
     # connect to local redis instance
-    index.connect("redis://localhost:6379")
+    index.connect(os.environ["REDIS_URL"])
 
     # create the index (no data yet)
     index.create(overwrite=True)
diff --git a/tests/integration/test_vectorizers.py b/tests/integration/test_vectorizers.py
index e8fd986c..352aaa2e 100644
--- a/tests/integration/test_vectorizers.py
+++ b/tests/integration/test_vectorizers.py
@@ -41,7 +41,9 @@ def vectorizer(request, skip_vectorizer):
     elif request.param == CohereTextVectorizer:
         return request.param()
     elif request.param == AzureOpenAITextVectorizer:
-        return request.param(model=os.getenv("AZURE_OPENAI_DEPLOYMENT_NAME", "text-embedding-ada-002"))
+        return request.param(
+            model=os.getenv("AZURE_OPENAI_DEPLOYMENT_NAME", "text-embedding-ada-002")
+        )
 
 
 def test_vectorizer_embed(vectorizer, skip_vectorizer):
diff --git a/tests/unit/test_async_search_index.py b/tests/unit/test_async_search_index.py
index ff1c7d9f..bfb615b1 100644
--- a/tests/unit/test_async_search_index.py
+++ b/tests/unit/test_async_search_index.py
@@ -64,7 +64,7 @@ def test_search_index_set_client(async_client, client, async_index):
     assert async_index.client == None
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_search_index_create(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -74,7 +74,7 @@ async def test_search_index_create(async_client, async_index):
     )
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_search_index_delete(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -85,7 +85,7 @@ async def test_search_index_delete(async_client, async_index):
     )
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_search_index_load_and_fetch(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -104,7 +104,7 @@ async def test_search_index_load_and_fetch(async_client, async_index):
     assert not await async_index.fetch("1")
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_search_index_load_preprocess(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -129,7 +129,7 @@ async def bad_preprocess(record):
         await async_index.load(data, id_field="id", preprocess=bad_preprocess)
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_no_id_field(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -140,7 +140,7 @@ async def test_no_id_field(async_client, async_index):
         await async_index.load(bad_data, id_field="key")
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_check_index_exists_before_delete(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -149,7 +149,7 @@ async def test_check_index_exists_before_delete(async_client, async_index):
         await async_index.delete()
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_check_index_exists_before_search(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)
@@ -165,7 +165,7 @@ async def test_check_index_exists_before_search(async_client, async_index):
         await async_index.search(query.query, query_params=query.params)
 
 
-@pytest.mark.asyncio
+@pytest.mark.asyncio(scope="session")
 async def test_check_index_exists_before_info(async_client, async_index):
     async_index.set_client(async_client)
     await async_index.create(overwrite=True, drop=True)