diff --git a/cli/index_data.py b/cli/index_data.py
index 0337d62..b8cf272 100644
--- a/cli/index_data.py
+++ b/cli/index_data.py
@@ -38,6 +38,8 @@
 _LOGGER = logging.getLogger(__name__)
 logging.config.dictConfig(DEFAULT_LOGGING)
 
+os.environ["CLOUPATHLIB_FILE_CACHE_MODE"] = "close_file"
+
 
 def _get_index_tasks(
     text2embedding_output_dir: str,
@@ -47,10 +49,11 @@ def _get_index_tasks(
 ) -> Tuple[Sequence[ParserOutput], Union[Path, S3Path]]:
     if s3:
         embedding_dir_as_path = cast(S3Path, S3Path(text2embedding_output_dir))
+        _LOGGER.info(f"Getting tasks from s3, cache dir: {embedding_dir_as_path._local}")
     else:
         embedding_dir_as_path = Path(text2embedding_output_dir)
+        _LOGGER.info(f"Getting tasks from local")
 
-    _LOGGER.info(f"Getting tasks from {'s3' if s3 else 'local'}")
     tasks = [
         ParserOutput.model_validate_json(path.read_text())
         for path in tqdm(list(embedding_dir_as_path.glob("*.json")))
diff --git a/poetry.lock b/poetry.lock
index ff0aaa2..bfbadf9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,112 +2,100 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -150,22 +138,23 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "aws-error-utils"
@@ -184,23 +173,23 @@ botocore = "*"
 
 [[package]]
 name = "awscli"
-version = "1.29.82"
+version = "1.32.32"
 description = "Universal Command Line Environment for AWS."
 category = "main"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
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+    {file = "awscli-1.32.32.tar.gz", hash = "sha256:5d5ac346d97bfa0d2514077671acfbba1934bc7fd74ff31e95787068639bae0d"},
 ]
 
 [package.dependencies]
-botocore = "1.31.82"
+botocore = "1.34.32"
 colorama = ">=0.2.5,<0.4.5"
 docutils = ">=0.10,<0.17"
 PyYAML = ">=3.10,<6.1"
 rsa = ">=3.1.2,<4.8"
-s3transfer = ">=0.7.0,<0.8.0"
+s3transfer = ">=0.10.0,<0.11.0"
 
 [[package]]
 name = "black"
@@ -240,34 +229,34 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.28.82"
+version = "1.34.32"
 description = "The AWS SDK for Python"
 category = "main"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.28.82-py3-none-any.whl", hash = "sha256:bb8ecd6f86289ceaed566eefc0ce8ac66a85e5954aef115ed4ac602cbe61f101"},
-    {file = "boto3-1.28.82.tar.gz", hash = "sha256:ae1352d0193aaf90c47d6e57ab054b0b1fabf0fbbe9f51eefec431bf2c3e18f4"},
+    {file = "boto3-1.34.32-py3-none-any.whl", hash = "sha256:7bf924c942426839efd7fa5c2c4fe85dba208258393e8017a5ad327c30e5948d"},
+    {file = "boto3-1.34.32.tar.gz", hash = "sha256:9e62f42de2873baab96eb822386d6a3b1d77f6715cb9033d7b4e6e9ebb0cdbe7"},
 ]
 
 [package.dependencies]
-botocore = ">=1.31.82,<1.32.0"
+botocore = ">=1.34.32,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.7.0,<0.8.0"
+s3transfer = ">=0.10.0,<0.11.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.82"
+version = "1.34.32"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.31.82-py3-none-any.whl", hash = "sha256:5f213229348433d0b7b6aac2d9ae2fdd15c4ff9f38c30ea072f5b300bf6c1dcb"},
-    {file = "botocore-1.31.82.tar.gz", hash = "sha256:9d7d8de1789b1ed37b86a2b0a4fcff9fac91deef0548461d411e1626f68ca70c"},
+    {file = "botocore-1.34.32-py3-none-any.whl", hash = "sha256:aa26a74df83eed3db9542c1cf9108138794c344918b36a506c0723717f1acaab"},
+    {file = "botocore-1.34.32.tar.gz", hash = "sha256:466aee158bd0429dbd567c4e2bdf7be9a0a5a74409f8b295c30f34d84c497f9c"},
 ]
 
 [package.dependencies]
@@ -276,18 +265,18 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.16.26)"]
+crt = ["awscrt (==0.19.19)"]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
@@ -484,21 +473,22 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpathlib"
-version = "0.7.1"
-description = "pathlib-style classes for cloud storage services"
+version = "0.17.0"
+description = "pathlib-style classes for cloud storage services."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cloudpathlib-0.7.1-py3-none-any.whl", hash = "sha256:f486d8695f8444561e37b6541193feda82e2dbdc6ac033c36d647d4bcec59020"},
-    {file = "cloudpathlib-0.7.1.tar.gz", hash = "sha256:decce1da00869593acf849586e082fdcf433559236c51a78f0cd33e2aac660e9"},
+    {file = "cloudpathlib-0.17.0-py3-none-any.whl", hash = "sha256:8051854fc8bc52d1fd8775d68f235a781e38c1354b4776643e5ef87dd0b36742"},
+    {file = "cloudpathlib-0.17.0.tar.gz", hash = "sha256:097c94926d0e8b76df61fec12ba1b725728c6a77071ca7e6565be93fb4496ff9"},
 ]
 
 [package.dependencies]
 boto3 = {version = "*", optional = true, markers = "extra == \"s3\""}
+typing_extensions = {version = ">4", markers = "python_version < \"3.11\""}
 
 [package.extras]
-all = ["azure-storage-blob (>=12)", "boto3", "google-cloud-storage"]
+all = ["cloudpathlib[azure]", "cloudpathlib[gs]", "cloudpathlib[s3]"]
 azure = ["azure-storage-blob (>=12)"]
 gs = ["google-cloud-storage"]
 s3 = ["boto3"]
@@ -543,72 +533,83 @@ resolved_reference = "ee836716c9800df9d08ca565c86d30cf6b3dae77"
 
 [[package]]
 name = "cryptography"
-version = "41.0.5"
+version = "42.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-cffi = ">=1.12"
+cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
 docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
+docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
 nox = ["nox"]
-pep8test = ["black", "check-sdist", "mypy", "ruff"]
+pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "datasets"
-version = "2.14.6"
+version = "2.16.1"
 description = "HuggingFace community-driven open-source library of datasets"
 category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "datasets-2.14.6-py3-none-any.whl", hash = "sha256:4de857ffce21cfc847236745c69f102e33cd1f0fa8398e7be9964525fd4cd5db"},
-    {file = "datasets-2.14.6.tar.gz", hash = "sha256:97ebbace8ec7af11434a87d1215379927f8fee2beab2c4a674003756ecfe920c"},
+    {file = "datasets-2.16.1-py3-none-any.whl", hash = "sha256:fafa300c78ff92d521473a3d47d60c2d3e0d6046212cc03ceb6caf6550737257"},
+    {file = "datasets-2.16.1.tar.gz", hash = "sha256:ad3215e9b1984d1de4fda2123bc7319ccbdf1e17d0c3d5590d13debff308a080"},
 ]
 
 [package.dependencies]
 aiohttp = "*"
 dill = ">=0.3.0,<0.3.8"
+filelock = "*"
 fsspec = {version = ">=2023.1.0,<=2023.10.0", extras = ["http"]}
-huggingface-hub = ">=0.14.0,<1.0.0"
+huggingface-hub = ">=0.19.4"
 multiprocess = "*"
 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
 pyarrow = ">=8.0.0"
+pyarrow-hotfix = "*"
 pyyaml = ">=5.1"
 requests = ">=2.19.0"
 tqdm = ">=4.62.1"
@@ -618,15 +619,15 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
 audio = ["librosa", "soundfile (>=0.12.1)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
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 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
@@ -662,26 +663,26 @@ graph = ["objgraph (>=1.7.2)"]
 
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 name = "distlib"
-version = "0.3.7"
+version = "0.3.8"
 description = "Distribution utilities"
 category = "dev"
 optional = false
 python-versions = "*"
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 name = "docker"
-version = "6.1.3"
+version = "7.0.0"
 description = "A Python library for the Docker Engine API."
 category = "main"
 optional = false
-python-versions = ">=3.7"
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 [package.dependencies]
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 requests = ">=2.26.0"
 urllib3 = ">=1.26.0"
-websocket-client = ">=0.32.0"
 
 [package.extras]
 ssh = ["paramiko (>=2.4.3)"]
+websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "docutils"
@@ -708,14 +709,14 @@ files = [
 
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-version = "1.1.3"
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 [package.extras]
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 ]
 
 [[package]]
@@ -868,19 +885,19 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.17.3"
+version = "0.20.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
 filelock = "*"
-fsspec = "*"
+fsspec = ">=2023.5.0"
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -888,28 +905,27 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
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 [package.extras]
@@ -917,14 +933,14 @@ license = ["ukkonen"]
 
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 description = "Internationalized Domain Names in Applications (IDNA)"
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 [[package]]
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 [[package]]
@@ -1068,14 +1084,14 @@ files = [
 
 [[package]]
 name = "moto"
-version = "4.2.9"
+version = "4.2.14"
 description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1090,29 +1106,24 @@ werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
 xmltodict = "*"
 
 [package.extras]
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 apigatewayv2 = ["PyYAML (>=5.1)"]
 appsync = ["graphql-core"]
 awslambda = ["docker (>=3.0.0)"]
 batch = ["docker (>=3.0.0)"]
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-dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.4.2)"]
-ebs = ["sshpubkeys (>=3.1.0)"]
+dynamodb = ["docker (>=3.0.0)", "py-partiql-parser (==0.5.0)"]
+dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.5.0)"]
 ec2 = ["sshpubkeys (>=3.1.0)"]
-efs = ["sshpubkeys (>=3.1.0)"]
-eks = ["sshpubkeys (>=3.1.0)"]
 glue = ["pyparsing (>=3.0.7)"]
 iotdata = ["jsondiff (>=1.1.2)"]
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+s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.5.0)"]
+s3crc32c = ["PyYAML (>=5.1)", "crc32c", "py-partiql-parser (==0.5.0)"]
+server = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "ecdsa (!=0.15)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.0)", "pyparsing (>=3.0.7)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "setuptools", "sshpubkeys (>=3.1.0)"]
 ssm = ["PyYAML (>=5.1)"]
 xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
 
@@ -1301,44 +1312,48 @@ setuptools = "*"
 
 [[package]]
 name = "numpy"
-version = "1.26.1"
+version = "1.26.3"
 description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
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+    {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"},
 ]
 
 [[package]]
@@ -1946,36 +1946,36 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3transfer"
-version = "0.7.0"
+version = "0.10.0"
 description = "An Amazon S3 Transfer Manager"
 category = "main"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.12.36,<2.0a.0"
+botocore = ">=1.33.2,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "68.2.2"
+version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -2068,14 +2068,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.8.0"
+version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -2097,42 +2097,25 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.6"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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-[[package]]
-name = "websocket-client"
-version = "1.6.4"
-description = "WebSocket client for Python with low level API options"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
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-docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
-
 [[package]]
 name = "werkzeug"
 version = "3.0.1"
@@ -2283,86 +2266,102 @@ files = [
 
 [[package]]
 name = "yarl"
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+version = "1.9.4"
 description = "Yet another URL library"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -2372,4 +2371,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.9"
-content-hash = "95fda9ca6cffb7d958d39662af703570c55fdff78b530f9460761bde62949ba7"
+content-hash = "5a966ca17d8a2a73c7859d870adf94e725f95a063fbad82c2ce14b7622de85c3"
diff --git a/pyproject.toml b/pyproject.toml
index 75fc56c..9aad2c4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,7 @@ authors = ["CPR Tech <tech@climatepolicyradar.org>"]
 [tool.poetry.dependencies]
 python = "~3.9"
 click = "^8.0.4"
-cloudpathlib = {version = "^0.7.0", extras = ["s3"]}
+cloudpathlib = {version = "^0.17.0", extras = ["s3"]}
 cpr-data-access = {git = "https://github.com/climatepolicyradar/data-access.git", tag = "0.4.0"}
 huggingface_hub = ">=0.14.0,<1.0.0"
 opensearch-py = "^1.1.0"