diff --git a/integrations/jina/pyproject.toml b/integrations/jina/pyproject.toml
index 0fa01a7ab..1136db797 100644
--- a/integrations/jina/pyproject.toml
+++ b/integrations/jina/pyproject.toml
@@ -31,6 +31,9 @@ Documentation = "https://github.com/deepset-ai/haystack-core-integrations/tree/m
 Issues = "https://github.com/deepset-ai/haystack-core-integrations/issues"
 Source = "https://github.com/deepset-ai/haystack-core-integrations/tree/main/integrations/jina"
 
+[tool.hatch.build.targets.wheel]
+packages = ["src/haystack_integrations"]
+
 [tool.hatch.version]
 source = "vcs"
 tag-pattern = 'integrations\/jina-v(?P<version>.*)'
@@ -67,7 +70,7 @@ dependencies = [
   "ruff>=0.0.243",
 ]
 [tool.hatch.envs.lint.scripts]
-typing = "mypy --install-types --non-interactive {args:src/jina_haystack tests}"
+typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
   "ruff {args:.}",
   "black --check --diff {args:.}",
@@ -133,7 +136,7 @@ unfixable = [
 known-first-party = ["jina_haystack"]
 
 [tool.ruff.flake8-tidy-imports]
-ban-relative-imports = "all"
+ban-relative-imports = "parents"
 
 [tool.ruff.per-file-ignores]
 # Tests can use magic values, assertions, and relative imports
@@ -143,12 +146,9 @@ ban-relative-imports = "all"
 source_pkgs = ["jina_haystack", "tests"]
 branch = true
 parallel = true
-omit = [
-  "src/jina_haystack/__about__.py",
-]
 
 [tool.coverage.paths]
-jina_haystack = ["src/jina_haystack", "*/jina-haystack/src/jina_haystack"]
+jina_haystack = ["src"]
 tests = ["tests", "*/jina-haystack/tests"]
 
 [tool.coverage.report]
@@ -161,6 +161,7 @@ exclude_lines = [
 [[tool.mypy.overrides]]
 module = [
   "haystack.*",
+  "haystack_integrations.*",
   "pytest.*"
 ]
 ignore_missing_imports = true
diff --git a/integrations/jina/src/jina_haystack/__init__.py b/integrations/jina/src/haystack_integrations/components/embedders/jina/__init__.py
similarity index 57%
rename from integrations/jina/src/jina_haystack/__init__.py
rename to integrations/jina/src/haystack_integrations/components/embedders/jina/__init__.py
index 581b23df5..c98f63398 100644
--- a/integrations/jina/src/jina_haystack/__init__.py
+++ b/integrations/jina/src/haystack_integrations/components/embedders/jina/__init__.py
@@ -1,8 +1,7 @@
 # SPDX-FileCopyrightText: 2023-present deepset GmbH <info@deepset.ai>
 #
 # SPDX-License-Identifier: Apache-2.0
-
-from jina_haystack.document_embedder import JinaDocumentEmbedder
-from jina_haystack.text_embedder import JinaTextEmbedder
+from .document_embedder import JinaDocumentEmbedder
+from .text_embedder import JinaTextEmbedder
 
 __all__ = ["JinaDocumentEmbedder", "JinaTextEmbedder"]
diff --git a/integrations/jina/src/jina_haystack/document_embedder.py b/integrations/jina/src/haystack_integrations/components/embedders/jina/document_embedder.py
similarity index 100%
rename from integrations/jina/src/jina_haystack/document_embedder.py
rename to integrations/jina/src/haystack_integrations/components/embedders/jina/document_embedder.py
diff --git a/integrations/jina/src/jina_haystack/text_embedder.py b/integrations/jina/src/haystack_integrations/components/embedders/jina/text_embedder.py
similarity index 100%
rename from integrations/jina/src/jina_haystack/text_embedder.py
rename to integrations/jina/src/haystack_integrations/components/embedders/jina/text_embedder.py
diff --git a/integrations/jina/tests/test_document_embedder.py b/integrations/jina/tests/test_document_embedder.py
index 43b6930c5..4dd91860e 100644
--- a/integrations/jina/tests/test_document_embedder.py
+++ b/integrations/jina/tests/test_document_embedder.py
@@ -7,8 +7,7 @@
 import pytest
 import requests
 from haystack import Document
-
-from jina_haystack import JinaDocumentEmbedder
+from haystack_integrations.components.embedders.jina import JinaDocumentEmbedder
 
 
 def mock_session_post_response(*args, **kwargs):  # noqa: ARG001
@@ -65,7 +64,7 @@ def test_to_dict(self):
         component = JinaDocumentEmbedder(api_key="fake-api-key")
         data = component.to_dict()
         assert data == {
-            "type": "jina_haystack.document_embedder.JinaDocumentEmbedder",
+            "type": "haystack_integrations.components.embedders.jina.document_embedder.JinaDocumentEmbedder",
             "init_parameters": {
                 "model": "jina-embeddings-v2-base-en",
                 "prefix": "",
@@ -90,7 +89,7 @@ def test_to_dict_with_custom_init_parameters(self):
         )
         data = component.to_dict()
         assert data == {
-            "type": "jina_haystack.document_embedder.JinaDocumentEmbedder",
+            "type": "haystack_integrations.components.embedders.jina.document_embedder.JinaDocumentEmbedder",
             "init_parameters": {
                 "model": "model",
                 "prefix": "prefix",
diff --git a/integrations/jina/tests/test_text_embedder.py b/integrations/jina/tests/test_text_embedder.py
index e2b68603d..a4f6fd934 100644
--- a/integrations/jina/tests/test_text_embedder.py
+++ b/integrations/jina/tests/test_text_embedder.py
@@ -6,8 +6,7 @@
 
 import pytest
 import requests
-
-from jina_haystack import JinaTextEmbedder
+from haystack_integrations.components.embedders.jina import JinaTextEmbedder
 
 
 class TestJinaTextEmbedder:
@@ -39,7 +38,7 @@ def test_to_dict(self):
         component = JinaTextEmbedder(api_key="fake-api-key")
         data = component.to_dict()
         assert data == {
-            "type": "jina_haystack.text_embedder.JinaTextEmbedder",
+            "type": "haystack_integrations.components.embedders.jina.text_embedder.JinaTextEmbedder",
             "init_parameters": {
                 "model": "jina-embeddings-v2-base-en",
                 "prefix": "",
@@ -56,7 +55,7 @@ def test_to_dict_with_custom_init_parameters(self):
         )
         data = component.to_dict()
         assert data == {
-            "type": "jina_haystack.text_embedder.JinaTextEmbedder",
+            "type": "haystack_integrations.components.embedders.jina.text_embedder.JinaTextEmbedder",
             "init_parameters": {
                 "model": "model",
                 "prefix": "prefix",