diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index f0af0a3..c10b6e5 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -1,6 +1,5 @@
 name: 'build and deploy Speckle functions'
 on:
-  pull_request:
   push:
     branches:
       - main
diff --git a/bg_specklepy/analysis_column_eccentricity.py b/bg_specklepy/analysis_column_eccentricity.py
index c839cec..62a165f 100644
--- a/bg_specklepy/analysis_column_eccentricity.py
+++ b/bg_specklepy/analysis_column_eccentricity.py
@@ -4,11 +4,12 @@ from bg_specklepy.Operations.columnOffsetEvaluation import ColumnOffsetEvaluatio
 from specklepy.transports.memory import MemoryTransport
 from specklepy.transports.server import ServerTransport
 from specklepy.api import operations
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from stringcase import camelcase
 
 # Example Model can be found here: https://speckle.xyz/streams/ff47530e95
 
+
 class SpeckleProjectData(BaseModel):
     """Values of the project / model that triggered the run of this function."""
 
@@ -17,14 +18,14 @@ class SpeckleProjectData(BaseModel):
     version_id: str
     speckle_server_url: str
 
-    class Config:
-        alias_generator = camelcase
+    model_config = ConfigDict(alias_generator=camelcase, protected_namespaces=())
 
 
 class FunctionInputs(BaseModel):
     """
     These are function author defined values, automate will make sure to supply them.
     """
+
     tolerance: float
     echo_level: int
     scale_spheres: bool
@@ -32,9 +33,10 @@ class FunctionInputs(BaseModel):
     class Config:
         alias_generator = camelcase
 
+
 def main(speckle_project_data: str, function_inputs: str, speckle_token: str):
-    project_data = SpeckleProjectData.parse_raw(speckle_project_data)
-    inputs = FunctionInputs.parse_raw(function_inputs)
+    project_data = SpeckleProjectData.model_validate_json(speckle_project_data)
+    inputs = FunctionInputs.model_validate_json(function_inputs)
 
     stream_id = project_data.project_id
     commit_id = project_data.version_id
@@ -47,22 +49,21 @@ def main(speckle_project_data: str, function_inputs: str, speckle_token: str):
     memory_transport = MemoryTransport()
     server_transport = ServerTransport(stream_id, client_obj)
     commit_data = operations.receive(
-        commit.referencedObject,
-        server_transport, 
-        memory_transport
+        commit.referencedObject, server_transport, memory_transport
     )
 
     # Define and run analysis
     evaluation = ColumnOffsetEvaluation(
-                                        client_obj=client_obj, 
-                                        stream_id=stream_id,
-                                        commit_object = commit,
-                                        commit_data = commit_data,
-                                        tolerance = inputs.tolerance,
-                                        echo_level = inputs.echo_level,
-                                        scale_spheres = inputs.scale_spheres)
+        client_obj=client_obj,
+        stream_id=stream_id,
+        commit_object=commit,
+        commit_data=commit_data,
+        tolerance=inputs.tolerance,
+        echo_level=inputs.echo_level,
+        scale_spheres=inputs.scale_spheres,
+    )
     evaluation.run()
 
 
 if __name__ == "__main__":
-    typer.run(main)
\ No newline at end of file
+    typer.run(main)
diff --git a/poetry.lock b/poetry.lock
index e4f8712..678a3d8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,20 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.5.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "annotated_types-0.5.0-py3-none-any.whl", hash = "sha256:58da39888f92c276ad970249761ebea80ba544b77acddaa1a4d6cf78287d45fd"},
+    {file = "annotated_types-0.5.0.tar.gz", hash = "sha256:47cdc3490d9ac1506ce92c7aaa76c579dc3509ff11e098fc867e5130ab7be802"},
+]
 
 [[package]]
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -16,7 +26,6 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -35,7 +44,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -47,7 +55,6 @@ files = [
 name = "cattrs"
 version = "23.1.2"
 description = "Composable complex class support for attrs and dataclasses."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -73,7 +80,6 @@ ujson = ["ujson (>=5.4.0,<6.0.0)"]
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -85,7 +91,6 @@ files = [
 name = "charset-normalizer"
 version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -170,7 +175,6 @@ files = [
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -185,7 +189,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -197,7 +200,6 @@ files = [
 name = "deprecated"
 version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -215,7 +217,6 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 name = "exceptiongroup"
 version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -230,7 +231,6 @@ test = ["pytest (>=6)"]
 name = "gql"
 version = "3.4.1"
 description = "GraphQL client for Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -261,7 +261,6 @@ websockets = ["websockets (>=10,<11)", "websockets (>=9,<10)"]
 name = "graphql-core"
 version = "3.2.3"
 description = "GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL."
-category = "main"
 optional = false
 python-versions = ">=3.6,<4"
 files = [
@@ -273,7 +272,6 @@ files = [
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -285,7 +283,6 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -297,7 +294,6 @@ files = [
 name = "lsprotocol"
 version = "2023.0.0a2"
 description = "Python implementation of the Language Server Protocol."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -313,7 +309,6 @@ cattrs = "*"
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -397,7 +392,6 @@ files = [
 name = "mypy"
 version = "1.4.0"
 description = "Optional static typing for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -444,7 +438,6 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -456,7 +449,6 @@ files = [
 name = "numpy"
 version = "1.25.0"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -491,7 +483,6 @@ files = [
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -503,7 +494,6 @@ files = [
 name = "pandas"
 version = "2.0.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -570,7 +560,6 @@ xml = ["lxml (>=4.6.3)"]
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -584,62 +573,140 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pydantic"
-version = "1.10.9"
-description = "Data validation and settings management using python type hints"
-category = "main"
+version = "2.1.1"
+description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-typing-extensions = ">=4.2.0"
+annotated-types = ">=0.4.0"
+pydantic-core = "2.4.0"
+typing-extensions = ">=4.6.1"
 
 [package.extras]
-dotenv = ["python-dotenv (>=0.10.4)"]
-email = ["email-validator (>=1.0.3)"]
+email = ["email-validator (>=2.0.0)"]
+
+[[package]]
+name = "pydantic-core"
+version = "2.4.0"
+description = ""
+optional = false
+python-versions = ">=3.7"
+files = [
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 files = [
@@ -655,13 +722,12 @@ typeguard = ">=3,<4"
 dev = ["bandit (==1.7.4)", "flake8 (==4.0.1)", "mypy (==0.961)"]
 docs = ["sphinx (==5.0.1)", "sphinx-rtd-theme (==1.0.0)"]
 test = ["pytest (==7.1.2)", "pytest-asyncio (==0.18.3)"]
-ws = ["websockets (>=10.0.0,<11.0.0)"]
+ws = ["websockets (==10.*)"]
 
 [[package]]
 name = "pytest"
 version = "7.3.2"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -684,7 +750,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -699,7 +764,6 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -711,7 +775,6 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -733,7 +796,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-toolbelt"
 version = "0.10.1"
 description = "A utility belt for advanced users of python-requests"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -748,7 +810,6 @@ requests = ">=2.0.1,<3.0.0"
 name = "ruff"
 version = "0.0.275"
 description = "An extremely fast Python linter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -775,7 +836,6 @@ files = [
 name = "ruff-lsp"
 version = "0.0.35"
 description = "A Language Server Protocol implementation for Ruff."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -796,7 +856,6 @@ dev = ["black (==23.3.0)", "mypy (==1.3.0)", "pip-tools (>=6.13.0,<7.0.0)", "pyt
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -806,21 +865,20 @@ files = [
 
 [[package]]
 name = "specklepy"
-version = "2.14.1"
+version = "2.16.0"
 description = "The Python SDK for Speckle 2.0"
-category = "main"
 optional = false
 python-versions = ">=3.7.2,<4.0"
 files = [
-    {file = "specklepy-2.14.1-py3-none-any.whl", hash = "sha256:94e3f687a3d328d7addeea3075be07d223ef4769f6865cb7d4f9bd00ff803423"},
-    {file = "specklepy-2.14.1.tar.gz", hash = "sha256:c1268f4c0c5b43134b71cbeb9caff18c41feb77b0e7ae987b7fb522c8c24cc3b"},
+    {file = "specklepy-2.16.0-py3-none-any.whl", hash = "sha256:133e0c950363393412cd22c216461a857951a12e4d84609c6f8bbd5a711abb9c"},
+    {file = "specklepy-2.16.0.tar.gz", hash = "sha256:673a9cc977f8cd645f86f7767ba55f33191752f18dd2c76fe9353b6d1389d95b"},
 ]
 
 [package.dependencies]
 appdirs = ">=1.4.4,<2.0.0"
 Deprecated = ">=1.2.13,<2.0.0"
 gql = {version = ">=3.3.0,<4.0.0", extras = ["requests", "websockets"]}
-pydantic = ">=1.9,<2.0"
+pydantic = ">=2.0,<3.0"
 stringcase = ">=1.2.0,<2.0.0"
 ujson = ">=5.3.0,<6.0.0"
 
@@ -828,7 +886,6 @@ ujson = ">=5.3.0,<6.0.0"
 name = "stringcase"
 version = "1.2.0"
 description = "String case converter."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -839,7 +896,6 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -851,7 +907,6 @@ files = [
 name = "trimesh"
 version = "3.22.1"
 description = "Import, export, process, analyze and view triangular meshes."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -871,7 +926,6 @@ test = ["autopep8", "coveralls", "ezdxf", "pyinstrument", "pymeshlab", "pytest",
 name = "typeguard"
 version = "3.0.2"
 description = "Run-time type checker for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7.4"
 files = [
@@ -890,7 +944,6 @@ test = ["mypy (>=0.991)", "pytest (>=7)"]
 name = "typer"
 version = "0.9.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -912,7 +965,6 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 name = "typing-extensions"
 version = "4.6.3"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -924,7 +976,6 @@ files = [
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -936,7 +987,6 @@ files = [
 name = "ujson"
 version = "5.8.0"
 description = "Ultra fast JSON encoder and decoder for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1007,7 +1057,6 @@ files = [
 name = "urllib3"
 version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -1024,7 +1073,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "websockets"
 version = "10.4"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1103,7 +1151,6 @@ files = [
 name = "wrapt"
 version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -1188,7 +1235,6 @@ files = [
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1275,4 +1321,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "7d8b1984e3c447a68a804048540424e968d1270f3b7907f4b2ef8bf33a397f92"
+content-hash = "12f60df4ab7d526bdf40fe58342b0e2677d54f5cef81267855d9d1a6bc69d3f4"
diff --git a/pyproject.toml b/pyproject.toml
index 2699898..c1b9efb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,11 +8,11 @@ packages = [{include = "bg_specklepy"}]
 
 [tool.poetry.dependencies]
 python = "^3.10"
-specklepy = "^2.14.1"
+specklepy = "^2.16.0"
 pandas = "^2.0.2"
 numpy = "^1.25.0"
 trimesh = "^3.22.1"
-pydantic = "^1.10.9"
+pydantic = "^2.1.1"
 stringcase = "^1.2.0"
 typer = "^0.9.0"
 
diff --git a/schema_generation.py b/schema_generation.py
index 3d589ae..b87b9a7 100755
--- a/schema_generation.py
+++ b/schema_generation.py
@@ -3,4 +3,4 @@ from bg_specklepy.analysis_column_eccentricity import FunctionInputs
 
 
 if __name__ == "__main__":
-    print(json.dumps(FunctionInputs.schema()))
\ No newline at end of file
+    print(json.dumps(FunctionInputs.model_json_schema()))
\ No newline at end of file