diff --git a/.github/workflows/anthropic.yml b/.github/workflows/anthropic.yml
index c4cdeb2d1..52ba5c9d4 100644
--- a/.github/workflows/anthropic.yml
+++ b/.github/workflows/anthropic.yml
@@ -15,7 +15,7 @@ defaults:
     working-directory: integrations/anthropic
 
 concurrency:
-  group: cohere-${{ github.head_ref }}
+  group: anthropic-${{ github.head_ref }}
   cancel-in-progress: true
 
 env:
diff --git a/integrations/amazon_bedrock/pyproject.toml b/integrations/amazon_bedrock/pyproject.toml
index f4a410dbd..1298abfab 100644
--- a/integrations/amazon_bedrock/pyproject.toml
+++ b/integrations/amazon_bedrock/pyproject.toml
@@ -67,7 +67,7 @@ typing = "mypy --install-types --non-interactive --explicit-package-bases {args:
 
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
 
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 
 all = ["style", "typing"]
 
@@ -79,6 +79,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -128,13 +130,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/amazon_sagemaker/pyproject.toml b/integrations/amazon_sagemaker/pyproject.toml
index f8050bb48..a25b806f6 100644
--- a/integrations/amazon_sagemaker/pyproject.toml
+++ b/integrations/amazon_sagemaker/pyproject.toml
@@ -70,7 +70,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -81,6 +81,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -131,13 +133,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/anthropic/pyproject.toml b/integrations/anthropic/pyproject.toml
index e1d3fa867..987f017be 100644
--- a/integrations/anthropic/pyproject.toml
+++ b/integrations/anthropic/pyproject.toml
@@ -67,7 +67,7 @@ typing = "mypy --install-types --non-interactive --explicit-package-bases {args:
 
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
 
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 
 all = ["style", "typing"]
 
@@ -79,6 +79,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -129,13 +131,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/astra/pyproject.toml b/integrations/astra/pyproject.toml
index 7d543ddc9..25bcf20b8 100644
--- a/integrations/astra/pyproject.toml
+++ b/integrations/astra/pyproject.toml
@@ -78,7 +78,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
-lint.select = [
+
+[tool.ruff.lint]
+select = [
   "A",
   "ARG",
   "B",
@@ -105,7 +107,7 @@ lint.select = [
   "W",
   "YTT",
 ]
-lint.ignore = [
+ignore = [
   # Allow non-abstract empty methods in abstract base classes
   "B027",
   # Allow boolean positional values in function calls, like `dict.get(... True)`
@@ -121,11 +123,10 @@ lint.ignore = [
   "PLR0913",
   "PLR0915",
 ]
-lint.unfixable = [
+unfixable = [
   # Don't touch unused imports
   "F401",
 ]
-lint.exclude = ["example"]
 
 [tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
diff --git a/integrations/chroma/pyproject.toml b/integrations/chroma/pyproject.toml
index cebfa1b9d..2bffabfd8 100644
--- a/integrations/chroma/pyproject.toml
+++ b/integrations/chroma/pyproject.toml
@@ -70,8 +70,8 @@ dependencies = [
 ]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -85,7 +85,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
-lint.select = [
+
+[tool.ruff.lint]
+select = [
   "A",
   "ARG",
   "B",
@@ -112,7 +114,7 @@ lint.select = [
   "W",
   "YTT",
 ]
-lint.ignore = [
+ignore = [
   # Allow non-abstract empty methods in abstract base classes
   "B027",
   # Allow boolean positional values in function calls, like `dict.get(... True)`
@@ -130,19 +132,19 @@ lint.ignore = [
   # Ignore unused params
   "ARG002",
 ]
-lint.unfixable = [
+unfixable = [
   # Don't touch unused imports
   "F401",
 ]
 exclude = ["example"]
 
-[tool.ruff.isort]
-known-first-party = ["src", "example", "tests"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 "example/**/*" = ["T201"]
diff --git a/integrations/chroma/tests/test_document_store.py b/integrations/chroma/tests/test_document_store.py
index 3a6952ff8..d33086945 100644
--- a/integrations/chroma/tests/test_document_store.py
+++ b/integrations/chroma/tests/test_document_store.py
@@ -3,10 +3,10 @@
 # SPDX-License-Identifier: Apache-2.0
 import logging
 import operator
+import sys
 import uuid
 from typing import List
 from unittest import mock
-import sys
 
 import numpy as np
 import pytest
diff --git a/integrations/cohere/pyproject.toml b/integrations/cohere/pyproject.toml
index add8dc150..d86165668 100644
--- a/integrations/cohere/pyproject.toml
+++ b/integrations/cohere/pyproject.toml
@@ -65,10 +65,10 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
-  "ruff check {args:. --exclude tests/}",
+  "ruff check {args:.}",
   "black --check --diff {args:.}",
 ]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -79,6 +79,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -127,13 +129,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/cohere/tests/test_cohere_chat_generator.py b/integrations/cohere/tests/test_cohere_chat_generator.py
index fe9b7f43e..175a6d14b 100644
--- a/integrations/cohere/tests/test_cohere_chat_generator.py
+++ b/integrations/cohere/tests/test_cohere_chat_generator.py
@@ -7,6 +7,7 @@
 from haystack.components.generators.utils import print_streaming_chunk
 from haystack.dataclasses import ChatMessage, ChatRole, StreamingChunk
 from haystack.utils import Secret
+
 from haystack_integrations.components.generators.cohere import CohereChatGenerator
 
 pytestmark = pytest.mark.chat_generators
diff --git a/integrations/cohere/tests/test_cohere_generator.py b/integrations/cohere/tests/test_cohere_generator.py
index 736b6bfbf..60ee6ac93 100644
--- a/integrations/cohere/tests/test_cohere_generator.py
+++ b/integrations/cohere/tests/test_cohere_generator.py
@@ -7,6 +7,7 @@
 from cohere.core import ApiError
 from haystack.components.generators.utils import print_streaming_chunk
 from haystack.utils import Secret
+
 from haystack_integrations.components.generators.cohere import CohereGenerator
 
 pytestmark = pytest.mark.generators
diff --git a/integrations/cohere/tests/test_cohere_ranker.py b/integrations/cohere/tests/test_cohere_ranker.py
index 670e662d4..ff861b39d 100644
--- a/integrations/cohere/tests/test_cohere_ranker.py
+++ b/integrations/cohere/tests/test_cohere_ranker.py
@@ -4,6 +4,7 @@
 import pytest
 from haystack import Document
 from haystack.utils.auth import Secret
+
 from haystack_integrations.components.rankers.cohere import CohereRanker
 
 pytestmark = pytest.mark.ranker
diff --git a/integrations/cohere/tests/test_document_embedder.py b/integrations/cohere/tests/test_document_embedder.py
index ffbf280e9..d69e1a5a2 100644
--- a/integrations/cohere/tests/test_document_embedder.py
+++ b/integrations/cohere/tests/test_document_embedder.py
@@ -6,6 +6,7 @@
 import pytest
 from haystack import Document
 from haystack.utils import Secret
+
 from haystack_integrations.components.embedders.cohere import CohereDocumentEmbedder
 
 pytestmark = pytest.mark.embedders
diff --git a/integrations/cohere/tests/test_text_embedder.py b/integrations/cohere/tests/test_text_embedder.py
index b4f3e234c..80f7c1a3e 100644
--- a/integrations/cohere/tests/test_text_embedder.py
+++ b/integrations/cohere/tests/test_text_embedder.py
@@ -5,6 +5,7 @@
 
 import pytest
 from haystack.utils import Secret
+
 from haystack_integrations.components.embedders.cohere import CohereTextEmbedder
 
 pytestmark = pytest.mark.embedders
diff --git a/integrations/deepeval/example/example.py b/integrations/deepeval/example/example.py
index e1265a739..97a26ef34 100644
--- a/integrations/deepeval/example/example.py
+++ b/integrations/deepeval/example/example.py
@@ -1,6 +1,7 @@
 # A valid OpenAI API key is required to run this example.
 
 from haystack import Pipeline
+
 from haystack_integrations.components.evaluators.deepeval import DeepEvalEvaluator, DeepEvalMetric
 
 QUESTIONS = [
diff --git a/integrations/deepeval/pyproject.toml b/integrations/deepeval/pyproject.toml
index 44d89cb11..5d81fa0a5 100644
--- a/integrations/deepeval/pyproject.toml
+++ b/integrations/deepeval/pyproject.toml
@@ -60,7 +60,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive {args:src/}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -71,6 +71,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+exclude = ["example", "tests"]
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -121,15 +124,14 @@ unfixable = [
   # Don't touch unused imports
   "F401",
 ]
-extend-exclude = ["tests", "example"]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "all"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/deepeval/tests/test_evaluator.py b/integrations/deepeval/tests/test_evaluator.py
index 7d1946185..24b9ba7ea 100644
--- a/integrations/deepeval/tests/test_evaluator.py
+++ b/integrations/deepeval/tests/test_evaluator.py
@@ -5,10 +5,10 @@
 from unittest.mock import patch
 
 import pytest
+from deepeval.evaluate import BaseMetric, TestResult
 from haystack import DeserializationError
 
 from haystack_integrations.components.evaluators.deepeval import DeepEvalEvaluator, DeepEvalMetric
-from deepeval.evaluate import TestResult, BaseMetric
 
 DEFAULT_QUESTIONS = [
     "Which is the most popular global sport?",
diff --git a/integrations/elasticsearch/pyproject.toml b/integrations/elasticsearch/pyproject.toml
index 4e13b1c23..47b168f30 100644
--- a/integrations/elasticsearch/pyproject.toml
+++ b/integrations/elasticsearch/pyproject.toml
@@ -65,8 +65,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -80,6 +80,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -128,13 +130,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/fastembed/pyproject.toml b/integrations/fastembed/pyproject.toml
index 4ebd765dd..69aba5562 100644
--- a/integrations/fastembed/pyproject.toml
+++ b/integrations/fastembed/pyproject.toml
@@ -66,8 +66,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243", "numpy"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -78,6 +78,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -128,13 +130,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # examples can contain "print" commands
diff --git a/integrations/google_ai/pyproject.toml b/integrations/google_ai/pyproject.toml
index db958a487..d06e0a53f 100644
--- a/integrations/google_ai/pyproject.toml
+++ b/integrations/google_ai/pyproject.toml
@@ -64,7 +64,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -75,6 +75,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -123,13 +125,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/google_vertex/pyproject.toml b/integrations/google_vertex/pyproject.toml
index 747bbecbf..a0cefbcd4 100644
--- a/integrations/google_vertex/pyproject.toml
+++ b/integrations/google_vertex/pyproject.toml
@@ -64,7 +64,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -75,6 +75,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -120,13 +122,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/instructor_embedders/pyproject.toml b/integrations/instructor_embedders/pyproject.toml
index 017062a47..458c0ae0c 100644
--- a/integrations/instructor_embedders/pyproject.toml
+++ b/integrations/instructor_embedders/pyproject.toml
@@ -88,8 +88,8 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.coverage.run]
@@ -105,6 +105,8 @@ exclude_lines = ["no cov", "if __name__ == .__main__.:", "if TYPE_CHECKING:"]
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -152,13 +154,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["instructor_embedders"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/jina/pyproject.toml b/integrations/jina/pyproject.toml
index 908633686..cbd8df479 100644
--- a/integrations/jina/pyproject.toml
+++ b/integrations/jina/pyproject.toml
@@ -62,8 +62,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -74,6 +74,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -119,13 +121,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["jina_haystack"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/langfuse/example/basic_rag.py b/integrations/langfuse/example/basic_rag.py
index 492a14d49..b1d5e620f 100644
--- a/integrations/langfuse/example/basic_rag.py
+++ b/integrations/langfuse/example/basic_rag.py
@@ -10,6 +10,7 @@
 from haystack.components.generators import OpenAIGenerator
 from haystack.components.retrievers import InMemoryEmbeddingRetriever
 from haystack.document_stores.in_memory import InMemoryDocumentStore
+
 from haystack_integrations.components.connectors.langfuse import LangfuseConnector
 
 
diff --git a/integrations/langfuse/pyproject.toml b/integrations/langfuse/pyproject.toml
index 6f9213be7..61de4596c 100644
--- a/integrations/langfuse/pyproject.toml
+++ b/integrations/langfuse/pyproject.toml
@@ -69,8 +69,8 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -84,7 +84,10 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
-lint.select = [
+exclude = ["example", "tests"]
+
+[tool.ruff.lint]
+select = [
   "A",
   "ARG",
   "B",
@@ -110,8 +113,7 @@ lint.select = [
   "W",
   "YTT",
 ]
-
-lint.ignore = [
+ignore = [
   # Allow non-abstract empty methods in abstract base classes
   "B027",
   # Ignore checks for possible passwords
@@ -127,14 +129,13 @@ lint.ignore = [
   # Asserts
   "S101",
 ]
-lint.unfixable = [
+unfixable = [
   # Don't touch unused imports
   "F401",
 ]
-extend-exclude = ["tests", "example"]
 
 [tool.ruff.lint.isort]
-known-first-party = ["src"]
+known-first-party = ["haystack_integrations"]
 
 [tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
diff --git a/integrations/langfuse/tests/test_langfuse_span.py b/integrations/langfuse/tests/test_langfuse_span.py
index a5a5f2c13..7ea82ba97 100644
--- a/integrations/langfuse/tests/test_langfuse_span.py
+++ b/integrations/langfuse/tests/test_langfuse_span.py
@@ -3,7 +3,9 @@
 os.environ["HAYSTACK_CONTENT_TRACING_ENABLED"] = "true"
 
 from unittest.mock import Mock
+
 from haystack.dataclasses import ChatMessage
+
 from haystack_integrations.tracing.langfuse.tracer import LangfuseSpan
 
 
diff --git a/integrations/langfuse/tests/test_tracer.py b/integrations/langfuse/tests/test_tracer.py
index 241581a72..c6bf4acdf 100644
--- a/integrations/langfuse/tests/test_tracer.py
+++ b/integrations/langfuse/tests/test_tracer.py
@@ -1,5 +1,5 @@
 import os
-from unittest.mock import Mock, MagicMock, patch
+from unittest.mock import MagicMock, Mock, patch
 
 from haystack_integrations.tracing.langfuse.tracer import LangfuseTracer
 
diff --git a/integrations/langfuse/tests/test_tracing.py b/integrations/langfuse/tests/test_tracing.py
index 05acf750e..936064e0a 100644
--- a/integrations/langfuse/tests/test_tracing.py
+++ b/integrations/langfuse/tests/test_tracing.py
@@ -1,16 +1,17 @@
 import os
 import random
 import time
-import pytest
 from urllib.parse import urlparse
+
+import pytest
 import requests
-from requests.auth import HTTPBasicAuth
 from haystack import Pipeline
 from haystack.components.builders import ChatPromptBuilder
-from haystack.dataclasses import ChatMessage
-from haystack_integrations.components.connectors.langfuse import LangfuseConnector
 from haystack.components.generators.chat import OpenAIChatGenerator
+from haystack.dataclasses import ChatMessage
+from requests.auth import HTTPBasicAuth
 
+from haystack_integrations.components.connectors.langfuse import LangfuseConnector
 from haystack_integrations.components.generators.anthropic import AnthropicChatGenerator
 from haystack_integrations.components.generators.cohere import CohereChatGenerator
 
diff --git a/integrations/llama_cpp/pyproject.toml b/integrations/llama_cpp/pyproject.toml
index 4fe0d82b0..673df575a 100644
--- a/integrations/llama_cpp/pyproject.toml
+++ b/integrations/llama_cpp/pyproject.toml
@@ -70,15 +70,15 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
 allow-direct-references = true
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
 [tool.black]
 target-version = ["py38"]
@@ -88,6 +88,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
     "A",
     "ARG",
@@ -133,10 +135,10 @@ unfixable = [
     "F401",
 ]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # Examples can print their output
diff --git a/integrations/mistral/pyproject.toml b/integrations/mistral/pyproject.toml
index 8e28c2c06..16f332331 100644
--- a/integrations/mistral/pyproject.toml
+++ b/integrations/mistral/pyproject.toml
@@ -65,10 +65,10 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
-  "ruff check {args:. --exclude tests/}",
+  "ruff check {args:}",
   "black --check --diff {args:.}",
 ]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -79,6 +79,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -127,13 +129,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/mistral/tests/test_mistral_chat_generator.py b/integrations/mistral/tests/test_mistral_chat_generator.py
index 181397c00..3c95f19db 100644
--- a/integrations/mistral/tests/test_mistral_chat_generator.py
+++ b/integrations/mistral/tests/test_mistral_chat_generator.py
@@ -7,11 +7,12 @@
 from haystack.components.generators.utils import print_streaming_chunk
 from haystack.dataclasses import ChatMessage, StreamingChunk
 from haystack.utils.auth import Secret
-from haystack_integrations.components.generators.mistral.chat.chat_generator import MistralChatGenerator
 from openai import OpenAIError
 from openai.types.chat import ChatCompletion, ChatCompletionMessage
 from openai.types.chat.chat_completion import Choice
 
+from haystack_integrations.components.generators.mistral.chat.chat_generator import MistralChatGenerator
+
 
 @pytest.fixture
 def chat_messages():
diff --git a/integrations/mistral/tests/test_mistral_document_embedder.py b/integrations/mistral/tests/test_mistral_document_embedder.py
index 6e5c11759..4e710e45d 100644
--- a/integrations/mistral/tests/test_mistral_document_embedder.py
+++ b/integrations/mistral/tests/test_mistral_document_embedder.py
@@ -6,6 +6,7 @@
 import pytest
 from haystack import Document
 from haystack.utils import Secret
+
 from haystack_integrations.components.embedders.mistral.document_embedder import MistralDocumentEmbedder
 
 pytestmark = pytest.mark.embedders
diff --git a/integrations/mistral/tests/test_mistral_text_embedder.py b/integrations/mistral/tests/test_mistral_text_embedder.py
index af004b022..175a96e0f 100644
--- a/integrations/mistral/tests/test_mistral_text_embedder.py
+++ b/integrations/mistral/tests/test_mistral_text_embedder.py
@@ -5,6 +5,7 @@
 
 import pytest
 from haystack.utils import Secret
+
 from haystack_integrations.components.embedders.mistral.text_embedder import MistralTextEmbedder
 
 pytestmark = pytest.mark.embedders
diff --git a/integrations/mongodb_atlas/pyproject.toml b/integrations/mongodb_atlas/pyproject.toml
index f8fcf4254..95ed6c03a 100644
--- a/integrations/mongodb_atlas/pyproject.toml
+++ b/integrations/mongodb_atlas/pyproject.toml
@@ -66,8 +66,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -78,6 +78,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -126,13 +128,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # examples can contain "print" commands
diff --git a/integrations/nvidia/pyproject.toml b/integrations/nvidia/pyproject.toml
index 82fb32b95..b5c6dd205 100644
--- a/integrations/nvidia/pyproject.toml
+++ b/integrations/nvidia/pyproject.toml
@@ -67,10 +67,10 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
-  "ruff check {args:. --exclude tests/}",
+  "ruff check {args:}",
   "black --check --diff {args:.}",
 ]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -81,6 +81,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -129,13 +131,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/ollama/pyproject.toml b/integrations/ollama/pyproject.toml
index 1174d3b78..bc8555140 100644
--- a/integrations/ollama/pyproject.toml
+++ b/integrations/ollama/pyproject.toml
@@ -71,15 +71,15 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/ }", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/ }", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
 allow-direct-references = true
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
 [tool.black]
 target-version = ["py38"]
@@ -89,6 +89,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
     "A",
     "ARG",
@@ -134,10 +136,10 @@ unfixable = [
     "F401",
 ]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # Examples can print their output
diff --git a/integrations/opensearch/pyproject.toml b/integrations/opensearch/pyproject.toml
index 6be86727e..24f1653bd 100644
--- a/integrations/opensearch/pyproject.toml
+++ b/integrations/opensearch/pyproject.toml
@@ -67,8 +67,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243", "boto3"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff check --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -82,6 +82,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -130,13 +132,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/optimum/example/example.py b/integrations/optimum/example/example.py
index 0d86ce99b..a1e22f575 100644
--- a/integrations/optimum/example/example.py
+++ b/integrations/optimum/example/example.py
@@ -3,10 +3,10 @@
 from haystack import Pipeline
 
 from haystack_integrations.components.embedders.optimum import (
-    OptimumTextEmbedder,
-    OptimumEmbedderPooling,
     OptimumEmbedderOptimizationConfig,
     OptimumEmbedderOptimizationMode,
+    OptimumEmbedderPooling,
+    OptimumTextEmbedder,
 )
 
 pipeline = Pipeline()
diff --git a/integrations/optimum/pyproject.toml b/integrations/optimum/pyproject.toml
index 2e0fb26a4..305af6042 100644
--- a/integrations/optimum/pyproject.toml
+++ b/integrations/optimum/pyproject.toml
@@ -82,14 +82,14 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
 allow-direct-references = true
 
 [tool.ruff.lint.isort]
-known-first-party = ["src"]
+known-first-party = ["haystack_integrations"]
 
 [tool.black]
 target-version = ["py38"]
@@ -99,6 +99,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+exclude = ["example", "tests"]
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -145,7 +148,6 @@ unfixable = [
   # Don't touch unused imports
   "F401",
 ]
-extend-exclude = ["tests", "example"]
 
 [tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
diff --git a/integrations/optimum/tests/test_optimum_document_embedder.py b/integrations/optimum/tests/test_optimum_document_embedder.py
index 9288bb688..7c8ca02e0 100644
--- a/integrations/optimum/tests/test_optimum_document_embedder.py
+++ b/integrations/optimum/tests/test_optimum_document_embedder.py
@@ -1,21 +1,22 @@
-from unittest.mock import MagicMock, patch
-import tempfile
 import copy
+import tempfile
+from unittest.mock import MagicMock, patch
 
 import pytest
 from haystack.dataclasses import Document
 from haystack.utils.auth import Secret
+from huggingface_hub.utils import RepositoryNotFoundError
+
 from haystack_integrations.components.embedders.optimum import OptimumDocumentEmbedder
-from haystack_integrations.components.embedders.optimum.pooling import OptimumEmbedderPooling
 from haystack_integrations.components.embedders.optimum.optimization import (
     OptimumEmbedderOptimizationConfig,
     OptimumEmbedderOptimizationMode,
 )
+from haystack_integrations.components.embedders.optimum.pooling import OptimumEmbedderPooling
 from haystack_integrations.components.embedders.optimum.quantization import (
     OptimumEmbedderQuantizationConfig,
     OptimumEmbedderQuantizationMode,
 )
-from huggingface_hub.utils import RepositoryNotFoundError
 
 
 @pytest.fixture
@@ -147,9 +148,7 @@ def test_to_and_from_dict(self, mock_check_valid_model, mock_get_pooling_mode):
         assert embedder._backend.parameters.optimizer_settings is None
         assert embedder._backend.parameters.quantizer_settings is None
 
-    def test_to_and_from_dict_with_custom_init_parameters(
-        self, mock_check_valid_model, mock_get_pooling_mode
-    ):  # noqa: ARG002
+    def test_to_and_from_dict_with_custom_init_parameters(self, mock_check_valid_model, mock_get_pooling_mode):
         component = OptimumDocumentEmbedder(
             model="sentence-transformers/all-minilm-l6-v2",
             token=Secret.from_env_var("ENV_VAR", strict=False),
diff --git a/integrations/optimum/tests/test_optimum_text_embedder.py b/integrations/optimum/tests/test_optimum_text_embedder.py
index ad0e7d800..db42ec26d 100644
--- a/integrations/optimum/tests/test_optimum_text_embedder.py
+++ b/integrations/optimum/tests/test_optimum_text_embedder.py
@@ -2,17 +2,18 @@
 
 import pytest
 from haystack.utils.auth import Secret
+from huggingface_hub.utils import RepositoryNotFoundError
+
 from haystack_integrations.components.embedders.optimum import OptimumTextEmbedder
-from haystack_integrations.components.embedders.optimum.pooling import OptimumEmbedderPooling
 from haystack_integrations.components.embedders.optimum.optimization import (
     OptimumEmbedderOptimizationConfig,
     OptimumEmbedderOptimizationMode,
 )
+from haystack_integrations.components.embedders.optimum.pooling import OptimumEmbedderPooling
 from haystack_integrations.components.embedders.optimum.quantization import (
     OptimumEmbedderQuantizationConfig,
     OptimumEmbedderQuantizationMode,
 )
-from huggingface_hub.utils import RepositoryNotFoundError
 
 
 @pytest.fixture
diff --git a/integrations/pgvector/pyproject.toml b/integrations/pgvector/pyproject.toml
index 8f4c2447b..014d163bc 100644
--- a/integrations/pgvector/pyproject.toml
+++ b/integrations/pgvector/pyproject.toml
@@ -66,8 +66,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -78,6 +78,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -128,13 +130,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # examples can contain "print" commands
diff --git a/integrations/pinecone/pyproject.toml b/integrations/pinecone/pyproject.toml
index 866385dd3..3f2e4d6bd 100644
--- a/integrations/pinecone/pyproject.toml
+++ b/integrations/pinecone/pyproject.toml
@@ -71,7 +71,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243", "numpy"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -85,6 +85,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -133,13 +135,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # examples can contain "print" commands
diff --git a/integrations/qdrant/pyproject.toml b/integrations/qdrant/pyproject.toml
index 225844f22..898fd2dcf 100644
--- a/integrations/qdrant/pyproject.toml
+++ b/integrations/qdrant/pyproject.toml
@@ -62,8 +62,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/, examples/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/, examples/}", "style"]
+style = ["ruff check {args:.}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -74,6 +74,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -125,10 +127,10 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 # examples can contain "print" commands
diff --git a/integrations/ragas/pyproject.toml b/integrations/ragas/pyproject.toml
index d9ae6ca02..dd56e35f6 100644
--- a/integrations/ragas/pyproject.toml
+++ b/integrations/ragas/pyproject.toml
@@ -66,7 +66,7 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive {args:src/}"
 style = ["ruff check {args:.}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:.}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:.}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -77,6 +77,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+exclude = ["example", "tests"]
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -128,15 +131,14 @@ unfixable = [
   # Don't touch unused imports
   "F401",
 ]
-extend-exclude = ["tests", "example"]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "all"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/ragas/tests/test_evaluator.py b/integrations/ragas/tests/test_evaluator.py
index fc8901c32..0f847ed0b 100644
--- a/integrations/ragas/tests/test_evaluator.py
+++ b/integrations/ragas/tests/test_evaluator.py
@@ -5,10 +5,11 @@
 import pytest
 from datasets import Dataset
 from haystack import DeserializationError
-from haystack_integrations.components.evaluators.ragas import RagasEvaluator, RagasMetric
 from ragas.evaluation import Result
 from ragas.metrics.base import Metric
 
+from haystack_integrations.components.evaluators.ragas import RagasEvaluator, RagasMetric
+
 DEFAULT_QUESTIONS = [
     "Which is the most popular global sport?",
     "Who created the Python language?",
diff --git a/integrations/snowflake/pyproject.toml b/integrations/snowflake/pyproject.toml
index 68f9ec477..355e9d090 100644
--- a/integrations/snowflake/pyproject.toml
+++ b/integrations/snowflake/pyproject.toml
@@ -62,8 +62,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -74,6 +74,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -123,13 +125,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["snowflake_haystack"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/snowflake/tests/test_snowflake_table_retriever.py b/integrations/snowflake/tests/test_snowflake_table_retriever.py
index 547f7e1b1..f5b8fee37 100644
--- a/integrations/snowflake/tests/test_snowflake_table_retriever.py
+++ b/integrations/snowflake/tests/test_snowflake_table_retriever.py
@@ -10,9 +10,9 @@
 import pytest
 from dateutil.tz import tzlocal
 from haystack import Pipeline
+from haystack.components.builders import PromptBuilder
 from haystack.components.converters import OutputAdapter
 from haystack.components.generators import OpenAIGenerator
-from haystack.components.builders import PromptBuilder
 from haystack.utils import Secret
 from openai.types.chat import ChatCompletion, ChatCompletionMessage
 from openai.types.chat.chat_completion import Choice
@@ -478,7 +478,10 @@ def test_to_dict_default(self, monkeypatch: MagicMock) -> None:
         data = component.to_dict()
 
         assert data == {
-            "type": "haystack_integrations.components.retrievers.snowflake.snowflake_table_retriever.SnowflakeTableRetriever",
+            "type": (
+                "haystack_integrations.components.retrievers.snowflake."
+                "snowflake_table_retriever.SnowflakeTableRetriever"
+            ),
             "init_parameters": {
                 "api_key": {
                     "env_vars": ["SNOWFLAKE_API_KEY"],
@@ -510,7 +513,10 @@ def test_to_dict_with_parameters(self, monkeypatch: MagicMock) -> None:
         data = component.to_dict()
 
         assert data == {
-            "type": "haystack_integrations.components.retrievers.snowflake.snowflake_table_retriever.SnowflakeTableRetriever",
+            "type": (
+                "haystack_integrations.components.retrievers.snowflake."
+                "snowflake_table_retriever.SnowflakeTableRetriever"
+            ),
             "init_parameters": {
                 "api_key": {
                     "env_vars": ["SNOWFLAKE_API_KEY"],
diff --git a/integrations/unstructured/pyproject.toml b/integrations/unstructured/pyproject.toml
index 6811753d9..88bd463b2 100644
--- a/integrations/unstructured/pyproject.toml
+++ b/integrations/unstructured/pyproject.toml
@@ -65,10 +65,10 @@ dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
-  "ruff check {args:. --exclude tests/}",
+  "ruff check {args:}",
   "black --check --diff {args:.}",
 ]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.hatch.metadata]
@@ -82,6 +82,8 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
+
+[tool.ruff.lint]
 select = [
   "A",
   "ARG",
@@ -130,13 +132,13 @@ unfixable = [
   "F401",
 ]
 
-[tool.ruff.isort]
-known-first-party = ["src"]
+[tool.ruff.lint.isort]
+known-first-party = ["haystack_integrations"]
 
-[tool.ruff.flake8-tidy-imports]
+[tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
diff --git a/integrations/unstructured/tests/test_converter.py b/integrations/unstructured/tests/test_converter.py
index 5d1a6c091..063289b07 100644
--- a/integrations/unstructured/tests/test_converter.py
+++ b/integrations/unstructured/tests/test_converter.py
@@ -2,6 +2,7 @@
 #
 # SPDX-License-Identifier: Apache-2.0
 import pytest
+
 from haystack_integrations.components.converters.unstructured import UnstructuredFileConverter
 
 
diff --git a/integrations/weaviate/pyproject.toml b/integrations/weaviate/pyproject.toml
index 624a06f1d..22d3a160d 100644
--- a/integrations/weaviate/pyproject.toml
+++ b/integrations/weaviate/pyproject.toml
@@ -65,8 +65,8 @@ detached = true
 dependencies = ["black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]
 [tool.hatch.envs.lint.scripts]
 typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
-style = ["ruff check {args:. --exclude tests/}", "black --check --diff {args:.}"]
-fmt = ["black {args:.}", "ruff --fix {args:. --exclude tests/}", "style"]
+style = ["ruff check {args:}", "black --check --diff {args:.}"]
+fmt = ["black {args:.}", "ruff check --fix {args:}", "style"]
 all = ["style", "typing"]
 
 [tool.black]
@@ -77,7 +77,9 @@ skip-string-normalization = true
 [tool.ruff]
 target-version = "py38"
 line-length = 120
-lint.select = [
+
+[tool.ruff.lint]
+select = [
   "A",
   "ARG",
   "B",
@@ -104,7 +106,7 @@ lint.select = [
   "W",
   "YTT",
 ]
-lint.ignore = [
+ignore = [
   # Allow non-abstract empty methods in abstract base classes
   "B027",
   # Allow boolean positional values in function calls, like `dict.get(... True)`
@@ -120,13 +122,13 @@ lint.ignore = [
   "PLR0913",
   "PLR0915",
 ]
-lint.unfixable = [
+unfixable = [
   # Don't touch unused imports
   "F401",
 ]
 
 [tool.ruff.lint.isort]
-known-first-party = ["src"]
+known-first-party = ["haystack_integrations"]
 
 [tool.ruff.lint.flake8-tidy-imports]
 ban-relative-imports = "parents"