diff --git a/Dockerfile b/Dockerfile
index e4554fa..f0c59d6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-ARG PYTHON_IMAGE=3.13-slim@sha256:1020ca463dc51c26bbad49de85dbb2986d93b71050102f3fa2a7f0fc4c2ea81e
+ARG PYTHON_IMAGE=3.14-slim@sha256:4ed33101ee7ec299041cc41dd268dae17031184be94384b1ce7936dc4e5dead3
 
 # --------------- `base` stage --------------- 
 FROM python:${PYTHON_IMAGE} AS base
diff --git a/eval/classifier.py b/eval/classifier.py
index afd3736..f6386fc 100644
--- a/eval/classifier.py
+++ b/eval/classifier.py
@@ -1,8 +1,8 @@
 import logging
 import time
 from concurrent.futures import ThreadPoolExecutor
+from typing import TYPE_CHECKING
 
-from lightman_ai.ai.base.agent import BaseAgent
 from lightman_ai.ai.gemini.agent import GeminiAgent
 from lightman_ai.ai.openai.agent import OpenAIAgent
 from lightman_ai.article.models import Article, ArticlesList, SelectedArticle, SelectedArticlesList
@@ -11,6 +11,9 @@
 from eval.constants import MAX_WORKERS, MISSED_ARTICLE_REASON, MISSED_ARTICLE_RELEVANCE_SCORE
 from eval.utils import ClassifiedArticleResults
 
+if TYPE_CHECKING:
+    from lightman_ai.ai.base.agent import BaseAgent
+
 logger = logging.getLogger("eval")
 
 
diff --git a/eval/evaluator.py b/eval/evaluator.py
index 4ab9c87..6d3c530 100644
--- a/eval/evaluator.py
+++ b/eval/evaluator.py
@@ -1,12 +1,15 @@
 import logging
+from typing import TYPE_CHECKING
 
 from lightman_ai.ai.utils import get_agent_class_from_agent_name
-from lightman_ai.article.models import Article
 
 from eval.classifier import Classifier
 from eval.templates import ResultsFileBuilder
 from eval.utils import ResultsMetrics
 
+if TYPE_CHECKING:
+    from lightman_ai.article.models import Article
+
 logger = logging.getLogger("eval")
 
 
diff --git a/eval/templates.py b/eval/templates.py
index f71e9d3..1ec44e0 100644
--- a/eval/templates.py
+++ b/eval/templates.py
@@ -1,9 +1,12 @@
 import logging
 from datetime import date
-from decimal import Decimal
 from pathlib import Path
+from typing import TYPE_CHECKING
 
-from eval.utils import ClassifiedArticleResults, ResultsMetrics
+if TYPE_CHECKING:
+    from decimal import Decimal
+
+    from eval.utils import ClassifiedArticleResults, ResultsMetrics
 
 RESULTS_DIR = "eval/results/"
 
diff --git a/eval/utils.py b/eval/utils.py
index 7dcb805..66d746c 100644
--- a/eval/utils.py
+++ b/eval/utils.py
@@ -1,13 +1,16 @@
 import inspect
-from collections.abc import Iterable
 from dataclasses import dataclass
 from decimal import Decimal
-from typing import Any
+from typing import TYPE_CHECKING, Any
 
-from lightman_ai.article.models import SelectedArticle
 from lightman_ai.core.config import FileConfig, FinalConfig
 from lightman_ai.core.settings import Settings
-from pydantic import PositiveInt
+from pydantic import PositiveInt  # noqa: TC002
+
+if TYPE_CHECKING:
+    from collections.abc import Iterable
+
+    from lightman_ai.article.models import SelectedArticle
 
 
 class EvalSettings(Settings):
diff --git a/justfile b/justfile
index 96d0498..0d67798 100644
--- a/justfile
+++ b/justfile
@@ -1,6 +1,6 @@
 # VARIABLE DEFINITIONS
 venv := ".venv"
-python_version :="3.13"
+python_version :="3.14"
 run := "uv run"
 eval_path := "eval/cli.py"
 
diff --git a/pyproject.toml b/pyproject.toml
index 7ea670b..a090cb3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ authors = [
     {name = "sdn4z", email = "imsdn4z@gmail.com"},
     {name = "scastlara", email = "s.cast.lara@gmail.com"}
 ]
-requires-python = "<4,>=3.13"
+requires-python = "==3.14.*"
 dependencies = [
     "httpx<1.0.0,>=0.28.0",
     "python-dotenv<2.0.0,>=1.1.1",
@@ -60,7 +60,7 @@ asyncio_default_fixture_loop_scope = "session"
 
 
 [tool.ruff]
-target-version = "py312"
+target-version = "py314"
 line-length = 120
 src = ["src", "tests"]
 
diff --git a/src/lightman_ai/ai/base/agent.py b/src/lightman_ai/ai/base/agent.py
index 86dce95..b372b53 100644
--- a/src/lightman_ai/ai/base/agent.py
+++ b/src/lightman_ai/ai/base/agent.py
@@ -1,22 +1,22 @@
 import logging
 from abc import ABC, abstractmethod
-from typing import Never
+from typing import TYPE_CHECKING
 
 from lightman_ai.article.models import SelectedArticlesList
 from pydantic_ai import Agent
-from pydantic_ai.models.google import GoogleModel
-from pydantic_ai.models.openai import OpenAIModel
+
+if TYPE_CHECKING:
+    from pydantic_ai.models.google import GoogleModel
+    from pydantic_ai.models.openai import OpenAIChatModel
 
 
 class BaseAgent(ABC):
-    _class: type[OpenAIModel] | type[GoogleModel]
+    _class: type[OpenAIChatModel] | type[GoogleModel]
     _default_model_name: str
 
     def __init__(self, system_prompt: str, model: str | None = None, logger: logging.Logger | None = None) -> None:
         agent_model = self._class(model or self._default_model_name)
-        self.agent: Agent[Never, SelectedArticlesList] = Agent(
-            model=agent_model, output_type=SelectedArticlesList, system_prompt=system_prompt
-        )
+        self.agent = Agent(model=agent_model, output_type=SelectedArticlesList, system_prompt=system_prompt)
         self.logger = logger or logging.getLogger("lightman")
 
     def get_prompt_result(self, prompt: str) -> SelectedArticlesList:
diff --git a/src/lightman_ai/ai/gemini/agent.py b/src/lightman_ai/ai/gemini/agent.py
index d30e5f8..600466e 100644
--- a/src/lightman_ai/ai/gemini/agent.py
+++ b/src/lightman_ai/ai/gemini/agent.py
@@ -1,10 +1,12 @@
-from typing import override
+from typing import TYPE_CHECKING, override
 
 from lightman_ai.ai.base.agent import BaseAgent
 from lightman_ai.ai.gemini.exceptions import map_gemini_exceptions
-from lightman_ai.article.models import SelectedArticlesList
 from pydantic_ai.models.google import GoogleModel
 
+if TYPE_CHECKING:
+    from lightman_ai.article.models import SelectedArticlesList
+
 
 class GeminiAgent(BaseAgent):
     """Class that provides an interface to operate with the Gemini model."""
diff --git a/src/lightman_ai/ai/gemini/exceptions.py b/src/lightman_ai/ai/gemini/exceptions.py
index 3835d93..8dad28e 100644
--- a/src/lightman_ai/ai/gemini/exceptions.py
+++ b/src/lightman_ai/ai/gemini/exceptions.py
@@ -1,9 +1,11 @@
-from collections.abc import Generator
 from contextlib import contextmanager
-from typing import Any
+from typing import TYPE_CHECKING, Any
 
 from lightman_ai.core.exceptions import BaseLightmanError
 
+if TYPE_CHECKING:
+    from collections.abc import Generator
+
 
 class BaseGeminiError(BaseLightmanError): ...
 
diff --git a/src/lightman_ai/ai/openai/agent.py b/src/lightman_ai/ai/openai/agent.py
index 94af74b..ae6f9ee 100644
--- a/src/lightman_ai/ai/openai/agent.py
+++ b/src/lightman_ai/ai/openai/agent.py
@@ -1,17 +1,19 @@
 import time
-from typing import override
+from typing import TYPE_CHECKING, override
 
 from lightman_ai.ai.base.agent import BaseAgent
 from lightman_ai.ai.openai.exceptions import LimitTokensExceededError, map_openai_exceptions
-from lightman_ai.article.models import SelectedArticlesList
-from pydantic_ai.agent import AgentRunResult
-from pydantic_ai.models.openai import OpenAIModel
+from pydantic_ai.models.openai import OpenAIChatModel
+
+if TYPE_CHECKING:
+    from lightman_ai.article.models import SelectedArticlesList
+    from pydantic_ai.agent import AgentRunResult
 
 
 class OpenAIAgent(BaseAgent):
     """Class that provides an interface to operate with the OpenAI model."""
 
-    _class = OpenAIModel
+    _class = OpenAIChatModel
     _default_model_name = "gpt-4.1"
 
     def _execute_agent(self, prompt: str) -> AgentRunResult[SelectedArticlesList]:
diff --git a/src/lightman_ai/ai/openai/exceptions.py b/src/lightman_ai/ai/openai/exceptions.py
index 586ac4a..e0d1d9e 100644
--- a/src/lightman_ai/ai/openai/exceptions.py
+++ b/src/lightman_ai/ai/openai/exceptions.py
@@ -1,14 +1,16 @@
 import math
 import re
-from collections.abc import Generator
 from contextlib import contextmanager
-from typing import Any, override
+from typing import TYPE_CHECKING, Any, override
 
 from lightman_ai.core.exceptions import BaseLightmanError
 from pydantic_ai.exceptions import ModelHTTPError
 
 from openai import RateLimitError
 
+if TYPE_CHECKING:
+    from collections.abc import Generator
+
 
 class BaseOpenAIError(BaseLightmanError): ...
 
diff --git a/src/lightman_ai/ai/utils.py b/src/lightman_ai/ai/utils.py
index 639df47..7181699 100644
--- a/src/lightman_ai/ai/utils.py
+++ b/src/lightman_ai/ai/utils.py
@@ -1,7 +1,11 @@
-from lightman_ai.ai.base.agent import BaseAgent
+from typing import TYPE_CHECKING
+
 from lightman_ai.ai.gemini.agent import GeminiAgent
 from lightman_ai.ai.openai.agent import OpenAIAgent
 
+if TYPE_CHECKING:
+    from lightman_ai.ai.base.agent import BaseAgent
+
 AGENT_MAPPING = {"openai": OpenAIAgent, "gemini": GeminiAgent}
 
 
diff --git a/src/lightman_ai/article/models.py b/src/lightman_ai/article/models.py
index dcdf3fc..59d8758 100644
--- a/src/lightman_ai/article/models.py
+++ b/src/lightman_ai/article/models.py
@@ -1,5 +1,5 @@
 from abc import ABC
-from datetime import datetime
+from datetime import datetime  # noqa: TC003
 from typing import Self, override
 
 from lightman_ai.article.exceptions import NoTimeZoneError
diff --git a/src/lightman_ai/cli.py b/src/lightman_ai/cli.py
index 148de9c..d57d988 100644
--- a/src/lightman_ai/cli.py
+++ b/src/lightman_ai/cli.py
@@ -1,6 +1,6 @@
 import logging
-from datetime import date
 from importlib import metadata
+from typing import TYPE_CHECKING
 
 import click
 from dotenv import load_dotenv
@@ -14,6 +14,9 @@
 from lightman_ai.main import lightman
 from lightman_ai.utils import get_start_date
 
+if TYPE_CHECKING:
+    from datetime import date
+
 logger = logging.getLogger("lightman")
 
 
diff --git a/src/lightman_ai/core/config.py b/src/lightman_ai/core/config.py
index cdf368b..6fe6097 100644
--- a/src/lightman_ai/core/config.py
+++ b/src/lightman_ai/core/config.py
@@ -1,12 +1,14 @@
 import logging
 from dataclasses import dataclass
 from pathlib import Path
-from typing import Any, Self, cast
+from typing import TYPE_CHECKING, Any, Self, cast
 
 import tomlkit
 from lightman_ai.core.exceptions import ConfigNotFoundError, InvalidConfigError, PromptNotFoundError
 from pydantic import BaseModel, ConfigDict, PositiveInt, ValidationError, field_validator
-from pydantic_core.core_schema import FieldValidationInfo
+
+if TYPE_CHECKING:
+    from pydantic_core.core_schema import FieldValidationInfo
 
 PROMPTS_SECTION = "prompts"
 logger = logging.getLogger("lightman")
diff --git a/src/lightman_ai/integrations/service_desk/exceptions.py b/src/lightman_ai/integrations/service_desk/exceptions.py
index f8b73be..9353b82 100644
--- a/src/lightman_ai/integrations/service_desk/exceptions.py
+++ b/src/lightman_ai/integrations/service_desk/exceptions.py
@@ -1,11 +1,13 @@
 import logging
-from collections.abc import AsyncGenerator
 from contextlib import asynccontextmanager
-from typing import Any
+from typing import TYPE_CHECKING, Any
 
 import httpx
 from lightman_ai.core.exceptions import BaseLightmanError
 
+if TYPE_CHECKING:
+    from collections.abc import AsyncGenerator
+
 logger = logging.getLogger("lightman")
 
 
diff --git a/src/lightman_ai/main.py b/src/lightman_ai/main.py
index e17edbe..b066d72 100644
--- a/src/lightman_ai/main.py
+++ b/src/lightman_ai/main.py
@@ -1,15 +1,19 @@
 import asyncio
 import logging
-from datetime import datetime
+from typing import TYPE_CHECKING
 
-from lightman_ai.ai.base.agent import BaseAgent
 from lightman_ai.ai.utils import get_agent_class_from_agent_name
-from lightman_ai.article.models import ArticlesList, SelectedArticle, SelectedArticlesList
 from lightman_ai.integrations.service_desk.integration import (
     ServiceDeskIntegration,
 )
 from lightman_ai.sources.the_hacker_news import TheHackerNewsSource
 
+if TYPE_CHECKING:
+    from datetime import datetime
+
+    from lightman_ai.ai.base.agent import BaseAgent
+    from lightman_ai.article.models import ArticlesList, SelectedArticle, SelectedArticlesList
+
 logger = logging.getLogger("lightman")
 
 
diff --git a/src/lightman_ai/sources/base.py b/src/lightman_ai/sources/base.py
index 3110c4d..6a90bb8 100644
--- a/src/lightman_ai/sources/base.py
+++ b/src/lightman_ai/sources/base.py
@@ -1,7 +1,10 @@
 from abc import ABC, abstractmethod
-from datetime import datetime
+from typing import TYPE_CHECKING
 
-from lightman_ai.article.models import ArticlesList
+if TYPE_CHECKING:
+    from datetime import datetime
+
+    from lightman_ai.article.models import ArticlesList
 
 
 class BaseSource(ABC):
diff --git a/src/lightman_ai/utils.py b/src/lightman_ai/utils.py
index af09b0c..3fdd152 100644
--- a/src/lightman_ai/utils.py
+++ b/src/lightman_ai/utils.py
@@ -1,9 +1,12 @@
 from datetime import date, datetime, time, timedelta
+from typing import TYPE_CHECKING
 from zoneinfo import ZoneInfo
 
-from lightman_ai.core.settings import Settings
 from lightman_ai.exceptions import MultipleDateSourcesError
 
+if TYPE_CHECKING:
+    from lightman_ai.core.settings import Settings
+
 
 def get_start_date(settings: Settings, yesterday: bool, today: bool, start_date: date | None) -> datetime | None:
     mutually_exclusive_date_fields = [x for x in [start_date, today, yesterday] if x]
diff --git a/tests/conftest.py b/tests/conftest.py
index e713972..dd7dedc 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,8 +1,7 @@
 import os
-from collections.abc import Generator, Iterator
 from contextlib import contextmanager
 from datetime import UTC, datetime
-from typing import Any
+from typing import TYPE_CHECKING, Any
 from unittest.mock import AsyncMock, Mock, patch
 
 import pytest
@@ -11,7 +10,11 @@
 from lightman_ai.core.settings import Settings
 from lightman_ai.integrations.service_desk.integration import ServiceDeskIntegration
 from lightman_ai.sources.the_hacker_news import TheHackerNewsSource
-from stamina._core import _RetryContextIterator
+
+if TYPE_CHECKING:
+    from collections.abc import Generator, Iterator
+
+    from stamina._core import _RetryContextIterator
 
 
 def pytest_configure() -> None:
@@ -20,7 +23,7 @@ def pytest_configure() -> None:
 
 
 @pytest.fixture
-def patch_service_desk_retry_wait_max() -> Generator[None, Any, None]:
+def patch_service_desk_retry_wait_max() -> Generator[None, Any]:
     original_retry_context = stamina.retry_context
 
     def patched_retry_context(*args: Any, **kwargs: Any) -> _RetryContextIterator:
diff --git a/tests/core/test_config.py b/tests/core/test_config.py
index 879ce04..02666f8 100644
--- a/tests/core/test_config.py
+++ b/tests/core/test_config.py
@@ -1,4 +1,4 @@
-import pathlib
+from typing import TYPE_CHECKING
 
 import pytest
 from lightman_ai.constants import DEFAULT_CONFIG_FILE, DEFAULT_CONFIG_SECTION
@@ -7,6 +7,9 @@
 from pydantic import ValidationError
 from tests.conftest import patch_config_file
 
+if TYPE_CHECKING:
+    import pathlib
+
 
 class TestConfig:
     def test_get_from_file(self) -> None:
diff --git a/tests/utils.py b/tests/utils.py
index 9f17fda..365c760 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -1,9 +1,11 @@
-from collections.abc import Generator, Iterator
 from contextlib import contextmanager
-from typing import Any
+from typing import TYPE_CHECKING, Any
 from unittest.mock import AsyncMock, MagicMock, Mock, patch
 
-from lightman_ai.article.models import Article, SelectedArticlesList
+if TYPE_CHECKING:
+    from collections.abc import Generator, Iterator
+
+    from lightman_ai.article.models import Article, SelectedArticlesList
 
 
 @contextmanager
diff --git a/uv.lock b/uv.lock
index 7b2cfed..6d25551 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,6 @@
 version = 1
 revision = 2
-requires-python = ">=3.13, <4"
+requires-python = "==3.14.*"
 
 [[package]]
 name = "annotated-types"
@@ -13,24 +13,24 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.10.0"
+version = "4.11.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
     { name = "sniffio" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f1/b4/636b3b65173d3ce9a38ef5f0522789614e590dab6a8d505340a4efe4c567/anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6", size = 213252, upload-time = "2025-08-04T08:54:26.451Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" },
+    { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
 ]
 
 [[package]]
 name = "argcomplete"
-version = "3.6.2"
+version = "3.6.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/16/0f/861e168fc813c56a78b35f3c30d91c6757d1fd185af1110f1aec784b35d0/argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf", size = 73403, upload-time = "2025-04-03T04:57:03.52Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/38/61/0b9ae6399dd4a58d8c1b1dc5a27d6f2808023d0b5dd3104bb99f45a33ff6/argcomplete-3.6.3.tar.gz", hash = "sha256:62e8ed4fd6a45864acc8235409461b72c9a28ee785a2011cc5eb78318786c89c", size = 73754, upload-time = "2025-10-20T03:33:34.741Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/31/da/e42d7a9d8dd33fa775f467e4028a47936da2f01e4b0e561f9ba0d74cb0ca/argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591", size = 43708, upload-time = "2025-04-03T04:57:01.591Z" },
+    { url = "https://files.pythonhosted.org/packages/74/f5/9373290775639cb67a2fce7f629a1c240dce9f12fe927bc32b2736e16dfc/argcomplete-3.6.3-py3-none-any.whl", hash = "sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce", size = 43846, upload-time = "2025-10-20T03:33:33.021Z" },
 ]
 
 [[package]]
@@ -44,20 +44,20 @@ wheels = [
 
 [[package]]
 name = "cachetools"
-version = "5.5.2"
+version = "6.2.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6c/81/3747dad6b14fa2cf53fcf10548cf5aea6913e96fab41a3c198676f8948a5/cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4", size = 28380, upload-time = "2025-02-20T21:01:19.524Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cc/7e/b975b5814bd36faf009faebe22c1072a1fa1168db34d285ef0ba071ad78c/cachetools-6.2.1.tar.gz", hash = "sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201", size = 31325, upload-time = "2025-10-12T14:55:30.139Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/72/76/20fa66124dbe6be5cafeb312ece67de6b61dd91a0247d1ea13db4ebb33c2/cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a", size = 10080, upload-time = "2025-02-20T21:01:16.647Z" },
+    { url = "https://files.pythonhosted.org/packages/96/c5/1e741d26306c42e2bf6ab740b2202872727e0f606033c9dd713f8b93f5a8/cachetools-6.2.1-py3-none-any.whl", hash = "sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701", size = 11280, upload-time = "2025-10-12T14:55:28.382Z" },
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.8.3"
+version = "2025.10.5"
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