diff --git a/flagsmith/flagsmith.py b/flagsmith/flagsmith.py
index 226161c..06b41a3 100644
--- a/flagsmith/flagsmith.py
+++ b/flagsmith/flagsmith.py
@@ -4,7 +4,6 @@
 
 import requests
 from flag_engine import engine
-from flag_engine.environments.builders import build_environment_model
 from flag_engine.environments.models import EnvironmentModel
 from flag_engine.identities.models import IdentityModel, TraitModel
 from flag_engine.segments.evaluator import get_identity_segments
@@ -196,7 +195,7 @@ def update_environment(self):
 
     def _get_environment_from_api(self) -> EnvironmentModel:
         environment_data = self._get_json_response(self.environment_url, method="GET")
-        return build_environment_model(environment_data)
+        return EnvironmentModel.model_validate(environment_data)
 
     def _get_environment_flags_from_document(self) -> Flags:
         return Flags.from_feature_state_models(
diff --git a/flagsmith/offline_handlers.py b/flagsmith/offline_handlers.py
index 9d90a24..9b9e63d 100644
--- a/flagsmith/offline_handlers.py
+++ b/flagsmith/offline_handlers.py
@@ -1,7 +1,6 @@
 import json
 from abc import ABC, abstractmethod
 
-from flag_engine.environments.builders import build_environment_model
 from flag_engine.environments.models import EnvironmentModel
 
 
@@ -14,8 +13,8 @@ def get_environment(self) -> EnvironmentModel:
 class LocalFileHandler(BaseOfflineHandler):
     def __init__(self, environment_document_path: str):
         with open(environment_document_path) as environment_document:
-            self.environment = build_environment_model(
-                json.loads(environment_document.read())
+            self.environment = EnvironmentModel.model_validate_json(
+                environment_document.read()
             )
 
     def get_environment(self) -> EnvironmentModel:
diff --git a/poetry.lock b/poetry.lock
index ea6557b..e9e4411 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,18 @@
-# This file is automatically @generated by Poetry 1.6.1 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.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
 
 [[package]]
 name = "black"
@@ -52,13 +66,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 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]]
@@ -74,86 +88,101 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a"},
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 [[package]]
@@ -195,13 +224,13 @@ files = [
 
 [[package]]
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+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
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 python-versions = ">=3.7"
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 [package.extras]
@@ -224,18 +253,18 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "p
 
 [[package]]
 name = "flagsmith-flag-engine"
-version = "4.0.4"
+version = "5.0.0"
 description = "Flag engine for the Flagsmith API."
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 python-versions = "*"
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 name = "flake8"
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 description = "Core utilities for Python packages"
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 [package.dependencies]
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+importlib-metadata = {version = "*", markers = "python_version == \"3.7\""}
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 [package.extras]
-dotenv = ["python-dotenv (>=0.10.4)"]
-email = ["email-validator (>=1.0.3)"]
+email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-collections"
@@ -517,6 +514,123 @@ files = [
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 typing-extensions = ">=4.7.1"
 
+[[package]]
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+    {file = "pydantic_core-2.14.5.tar.gz", hash = "sha256:6d30226dfc816dd0fdf120cae611dd2215117e4f9b124af8c60ab9093b6e8e71"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+
 [[package]]
 name = "pyflakes"
 version = "2.4.0"
@@ -530,13 +644,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
-    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
+    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
+    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
 ]
 
 [package.dependencies]
@@ -686,13 +800,13 @@ tests = ["coverage (>=3.7.1,<6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytes
 
 [[package]]
 name = "semver"
-version = "2.13.0"
-description = "Python helper for Semantic Versioning (http://semver.org/)"
+version = "3.0.2"
+description = "Python helper for Semantic Versioning (https://semver.org)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.7"
 files = [
-    {file = "semver-2.13.0-py2.py3-none-any.whl", hash = "sha256:ced8b23dceb22134307c1b8abfa523da14198793d9787ac838e70e29e77458d4"},
-    {file = "semver-2.13.0.tar.gz", hash = "sha256:fa0fe2722ee1c3f57eac478820c3a5ae2f624af8264cbdf9000c980ff7f75e3f"},
+    {file = "semver-3.0.2-py3-none-any.whl", hash = "sha256:b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4"},
+    {file = "semver-3.0.2.tar.gz", hash = "sha256:6253adb39c70f6e51afed2fa7152bcd414c411286088fb4b9effb133885ab4cc"},
 ]
 
 [[package]]
@@ -850,4 +964,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.7.0,<4"
-content-hash = "884e2836726c33f7f0706f663d1cbe5be4aef1d8431b3f7c5e345edd546a4095"
+content-hash = "d513b76114ceb0b46104589ab61cda88138ec8256b904d7aadfd04bc606497b4"
diff --git a/pyproject.toml b/pyproject.toml
index 27f5277..59003b9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,21 +1,19 @@
 [tool.poetry]
 name = "flagsmith"
-version = "3.4.0"
+version = "3.5.0"
 description = "Flagsmith Python SDK"
 authors = ["Flagsmith <support@flagsmith.com>"]
 license = "BSD3"
 readme = "Readme.md"
 keywords = ["feature", "flag", "flagsmith", "remote", "config"]
 documentation = "https://docs.flagsmith.com"
-packages = [
-    {include = "flagsmith"},
-]
+packages = [{ include = "flagsmith" }]
 
 [tool.poetry.dependencies]
 python = ">=3.7.0,<4"
 requests = "^2.27.1"
 requests-futures = "^1.0.0"
-flagsmith-flag-engine = "^4.0.0"
+flagsmith-flag-engine = "^5.0.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^7.4.0"
diff --git a/tests/conftest.py b/tests/conftest.py
index 9d3f2c8..b8105a0 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -4,7 +4,7 @@
 import string
 
 import pytest
-from flag_engine.environments.builders import build_environment_model
+from flag_engine.environments.models import EnvironmentModel
 
 from flagsmith import Flagsmith
 from flagsmith.analytics import AnalyticsProcessor
@@ -61,8 +61,8 @@ def local_eval_flagsmith(server_api_key, environment_json, mocker):
 
 
 @pytest.fixture()
-def environment_model(environment_json):
-    return build_environment_model(json.loads(environment_json))
+def environment_model(environment_json: str) -> EnvironmentModel:
+    return EnvironmentModel.model_validate_json(environment_json)
 
 
 @pytest.fixture()