diff --git a/.github/workflows/_publish-code.yml b/.github/workflows/_publish-code.yml
index 158c512b..23ae423e 100644
--- a/.github/workflows/_publish-code.yml
+++ b/.github/workflows/_publish-code.yml
@@ -20,7 +20,7 @@ jobs:
       matrix:
         variant: [ full, lite ]
     env:
-      PYTHON_VERSION: "3.13"
+      PYTHON_VERSION: "3.12"
     steps:
       - uses: actions/checkout@v6
 
diff --git a/.github/workflows/_publish-docs.yml b/.github/workflows/_publish-docs.yml
index 35bf98fa..084f03e2 100644
--- a/.github/workflows/_publish-docs.yml
+++ b/.github/workflows/_publish-docs.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
     steps:
     - uses: actions/checkout@v6
 
diff --git a/.github/workflows/_static-analysis.yml b/.github/workflows/_static-analysis.yml
index 92ce94d2..2131052b 100644
--- a/.github/workflows/_static-analysis.yml
+++ b/.github/workflows/_static-analysis.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
     steps:
     - uses: actions/checkout@v6
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 00f10042..2867f26e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: v0.15.17
+    rev: v0.15.18
     hooks:
       - id: ruff-check
         args: [ --fix, --exit-non-zero-on-fix]
diff --git a/docs/v2/parsing/search.rst b/docs/v2/parsing/search.rst
index 565c8f3a..f220952e 100644
--- a/docs/v2/parsing/search.rst
+++ b/docs/v2/parsing/search.rst
@@ -11,7 +11,7 @@ Model Webhook
 
 Pagination
 ##########
-.. autoclass:: mindee.v2.parsing.search.pagination.Pagination
+.. autoclass:: mindee.v2.parsing.search.pagination_metadata.PaginationMetadata
     :members:
     :inherited-members:
 
diff --git a/mindee/v2/parsing/search/__init__.py b/mindee/v2/parsing/search/__init__.py
index e69de29b..50de5d6d 100644
--- a/mindee/v2/parsing/search/__init__.py
+++ b/mindee/v2/parsing/search/__init__.py
@@ -0,0 +1,13 @@
+from mindee.v2.parsing.search.model_webhook import ModelWebhook
+from mindee.v2.parsing.search.pagination_metadata import PaginationMetadata
+from mindee.v2.parsing.search.search_model import SearchModel
+from mindee.v2.parsing.search.search_models import SearchModels
+from mindee.v2.parsing.search.search_response import SearchResponse
+
+__all__ = [
+    "ModelWebhook",
+    "PaginationMetadata",
+    "SearchModel",
+    "SearchModels",
+    "SearchResponse",
+]
diff --git a/mindee/v2/parsing/search/paginationmetadata.py b/mindee/v2/parsing/search/pagination_metadata.py
similarity index 100%
rename from mindee/v2/parsing/search/paginationmetadata.py
rename to mindee/v2/parsing/search/pagination_metadata.py
diff --git a/mindee/v2/parsing/search/search_response.py b/mindee/v2/parsing/search/search_response.py
index a2be2b66..93a0facc 100644
--- a/mindee/v2/parsing/search/search_response.py
+++ b/mindee/v2/parsing/search/search_response.py
@@ -1,6 +1,6 @@
 from mindee.parsing.common.common_response import CommonResponse
 from mindee.parsing.common.string_dict import StringDict
-from mindee.v2.parsing.search.paginationmetadata import PaginationMetadata
+from mindee.v2.parsing.search.pagination_metadata import PaginationMetadata
 from mindee.v2.parsing.search.search_models import SearchModels
 
 
diff --git a/pyproject.toml b/pyproject.toml
index ee47cb48..e14520ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ Changelog = "https://github.com/mindee/mindee-api-python/blob/main/CHANGELOG.md"
 lint = [
     "pylint==4.0.6",
     "pre-commit~=4.6.0",
-    "pip-audit>=2.10.0",
+    "pip-audit==2.10.1",
 ]
 test = [
     "toml~=0.10.2",
diff --git a/tests/v2/product/extraction/test_extraction_response.py b/tests/v2/product/extraction/test_extraction_response.py
index 4db69bcb..6fbfb55b 100644
--- a/tests/v2/product/extraction/test_extraction_response.py
+++ b/tests/v2/product/extraction/test_extraction_response.py
@@ -2,7 +2,7 @@
 
 import pytest
 
-from mindee import ExtractionResponse
+from mindee.v2 import ExtractionResponse
 from mindee.v2.parsing.inference.field import (
     FieldConfidence,
     InferenceFields,