diff --git a/integrations/chroma/example/example.py b/integrations/chroma/example/example.py
index a1155b216..19763742d 100644
--- a/integrations/chroma/example/example.py
+++ b/integrations/chroma/example/example.py
@@ -6,8 +6,8 @@
 from haystack.components.converters import TextFileToDocument
 from haystack.components.writers import DocumentWriter
 
-from chroma_haystack import ChromaDocumentStore
-from chroma_haystack.retriever import ChromaQueryRetriever
+from haystack_integrations.document_stores.chroma import ChromaDocumentStore
+from haystack_integrations.components.retrievers.chroma import ChromaQueryRetriever
 
 HERE = Path(__file__).resolve().parent
 file_paths = [HERE / "data" / Path(name) for name in os.listdir("data")]
diff --git a/integrations/chroma/pyproject.toml b/integrations/chroma/pyproject.toml
index fdabcf245..2e531005b 100644
--- a/integrations/chroma/pyproject.toml
+++ b/integrations/chroma/pyproject.toml
@@ -32,6 +32,9 @@ 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/chroma"
 
+[tool.hatch.build.targets.wheel]
+packages = ["src/haystack_integrations"]
+
 [tool.hatch.version]
 source = "vcs"
 tag-pattern = 'integrations\/chroma-v(?P<version>.*)'
@@ -69,7 +72,7 @@ dependencies = [
   "numpy",  # we need the stubs from the main package
 ]
 [tool.hatch.envs.lint.scripts]
-typing = "mypy --install-types --non-interactive {args:src/chroma_haystack tests}"
+typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
 style = [
   "ruff {args:.}",
   "black --check --diff {args:.}",
@@ -141,26 +144,25 @@ unfixable = [
 exclude = ["example"]
 
 [tool.ruff.isort]
-known-first-party = ["chroma_haystack"]
+known-first-party = ["src"]
 
 [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
 "tests/**/*" = ["PLR2004", "S101", "TID252"]
 
 [tool.coverage.run]
-source_pkgs = ["chroma_haystack", "tests"]
+source_pkgs = ["src", "tests"]
 branch = true
 parallel = true
 omit = [
-  "src/chroma_haystack/__about__.py",
   "example"
 ]
 
 [tool.coverage.paths]
-chroma_haystack = ["src/chroma_haystack", "*/chroma-haystack/src/chroma_haystack"]
+chroma_haystack = ["src/haystack_integrations", "*/chroma-haystack/src/chroma_haystack"]
 tests = ["tests"]
 
 [tool.coverage.report]
@@ -181,6 +183,7 @@ markers = [
 module = [
   "chromadb.*",
   "haystack.*",
+  "haystack_integrations.*",
   "pytest.*"
 ]
 ignore_missing_imports = true
diff --git a/integrations/chroma/src/chroma_haystack/__init__.py b/integrations/chroma/src/chroma_haystack/__init__.py
deleted file mode 100644
index b3581e87f..000000000
--- a/integrations/chroma/src/chroma_haystack/__init__.py
+++ /dev/null
@@ -1,6 +0,0 @@
-# SPDX-FileCopyrightText: 2023-present John Doe <jd@example.com>
-#
-# SPDX-License-Identifier: Apache-2.0
-from chroma_haystack.document_store import ChromaDocumentStore
-
-__all__ = ["ChromaDocumentStore"]
diff --git a/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py
new file mode 100644
index 000000000..e449f0067
--- /dev/null
+++ b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py
@@ -0,0 +1,3 @@
+from .retriever import ChromaEmbeddingRetriever, ChromaQueryRetriever, ChromaSingleQueryRetriever
+
+__all__ = ["ChromaQueryRetriever", "ChromaEmbeddingRetriever", "ChromaSingleQueryRetriever"]
diff --git a/integrations/chroma/src/chroma_haystack/retriever.py b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
similarity index 97%
rename from integrations/chroma/src/chroma_haystack/retriever.py
rename to integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
index 70dae7a6d..f4b3909c6 100644
--- a/integrations/chroma/src/chroma_haystack/retriever.py
+++ b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
@@ -4,8 +4,7 @@
 from typing import Any, Dict, List, Optional
 
 from haystack import Document, component, default_from_dict, default_to_dict
-
-from chroma_haystack import ChromaDocumentStore
+from haystack_integrations.document_stores.chroma import ChromaDocumentStore
 
 
 @component
diff --git a/integrations/chroma/src/haystack_integrations/document_stores/chroma/__init__.py b/integrations/chroma/src/haystack_integrations/document_stores/chroma/__init__.py
new file mode 100644
index 000000000..c3a69fb17
--- /dev/null
+++ b/integrations/chroma/src/haystack_integrations/document_stores/chroma/__init__.py
@@ -0,0 +1,3 @@
+from .document_store import ChromaDocumentStore
+
+__all__ = ["ChromaDocumentStore"]
diff --git a/integrations/chroma/src/chroma_haystack/document_store.py b/integrations/chroma/src/haystack_integrations/document_stores/chroma/document_store.py
similarity index 98%
rename from integrations/chroma/src/chroma_haystack/document_store.py
rename to integrations/chroma/src/haystack_integrations/document_stores/chroma/document_store.py
index ad4777856..1b11d047c 100644
--- a/integrations/chroma/src/chroma_haystack/document_store.py
+++ b/integrations/chroma/src/haystack_integrations/document_stores/chroma/document_store.py
@@ -9,10 +9,10 @@
 import numpy as np
 from chromadb.api.types import GetResult, QueryResult, validate_where, validate_where_document
 from haystack.dataclasses import Document
-from haystack.document_stores.protocol import DuplicatePolicy
+from haystack.document_stores.types import DuplicatePolicy
 
-from chroma_haystack.errors import ChromaDocumentStoreFilterError
-from chroma_haystack.utils import get_embedding_function
+from .errors import ChromaDocumentStoreFilterError
+from .utils import get_embedding_function
 
 logger = logging.getLogger(__name__)
 
diff --git a/integrations/chroma/src/chroma_haystack/errors.py b/integrations/chroma/src/haystack_integrations/document_stores/chroma/errors.py
similarity index 100%
rename from integrations/chroma/src/chroma_haystack/errors.py
rename to integrations/chroma/src/haystack_integrations/document_stores/chroma/errors.py
diff --git a/integrations/chroma/src/chroma_haystack/utils.py b/integrations/chroma/src/haystack_integrations/document_stores/chroma/utils.py
similarity index 95%
rename from integrations/chroma/src/chroma_haystack/utils.py
rename to integrations/chroma/src/haystack_integrations/document_stores/chroma/utils.py
index b4c683590..b1a354af4 100644
--- a/integrations/chroma/src/chroma_haystack/utils.py
+++ b/integrations/chroma/src/haystack_integrations/document_stores/chroma/utils.py
@@ -15,7 +15,7 @@
     Text2VecEmbeddingFunction,
 )
 
-from chroma_haystack.errors import ChromaDocumentStoreConfigError
+from .errors import ChromaDocumentStoreConfigError
 
 FUNCTION_REGISTRY = {
     "default": DefaultEmbeddingFunction,
diff --git a/integrations/chroma/tests/test_document_store.py b/integrations/chroma/tests/test_document_store.py
index 90761f2e5..506920ac2 100644
--- a/integrations/chroma/tests/test_document_store.py
+++ b/integrations/chroma/tests/test_document_store.py
@@ -14,8 +14,7 @@
     DeleteDocumentsTest,
     LegacyFilterDocumentsTest,
 )
-
-from chroma_haystack.document_store import ChromaDocumentStore
+from haystack_integrations.document_stores.chroma import ChromaDocumentStore
 
 
 class _TestEmbeddingFunction(EmbeddingFunction):
@@ -42,7 +41,9 @@ def document_store(self) -> ChromaDocumentStore:
         This is the most basic requirement for the child class: provide
         an instance of this document store so the base class can use it.
         """
-        with mock.patch("chroma_haystack.document_store.get_embedding_function") as get_func:
+        with mock.patch(
+            "haystack_integrations.document_stores.chroma.document_store.get_embedding_function"
+        ) as get_func:
             get_func.return_value = _TestEmbeddingFunction()
             return ChromaDocumentStore(embedding_function="test_function", collection_name=str(uuid.uuid1()))
 
diff --git a/integrations/chroma/tests/test_retriever.py b/integrations/chroma/tests/test_retriever.py
index c82b8ee0b..780b4144a 100644
--- a/integrations/chroma/tests/test_retriever.py
+++ b/integrations/chroma/tests/test_retriever.py
@@ -2,9 +2,8 @@
 #
 # SPDX-License-Identifier: Apache-2.0
 import pytest
-
-from chroma_haystack.document_store import ChromaDocumentStore
-from chroma_haystack.retriever import ChromaQueryRetriever
+from haystack_integrations.components.retrievers.chroma import ChromaQueryRetriever
+from haystack_integrations.document_stores.chroma import ChromaDocumentStore
 
 
 @pytest.mark.integration
@@ -14,7 +13,7 @@ def test_retriever_to_json(request):
     )
     retriever = ChromaQueryRetriever(ds, filters={"foo": "bar"}, top_k=99)
     assert retriever.to_dict() == {
-        "type": "chroma_haystack.retriever.ChromaQueryRetriever",
+        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryRetriever",
         "init_parameters": {
             "filters": {"foo": "bar"},
             "top_k": 99,
@@ -30,7 +29,7 @@ def test_retriever_to_json(request):
 @pytest.mark.integration
 def test_retriever_from_json(request):
     data = {
-        "type": "chroma_haystack.retriever.ChromaQueryRetriever",
+        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryRetriever",
         "init_parameters": {
             "filters": {"bar": "baz"},
             "top_k": 42,