diff --git a/integrations/chroma/example/example.py b/integrations/chroma/example/example.py
index 1e6a7e402..d9b0f414e 100644
--- a/integrations/chroma/example/example.py
+++ b/integrations/chroma/example/example.py
@@ -7,7 +7,7 @@
 from haystack.components.writers import DocumentWriter
 
 from haystack_integrations.document_stores.chroma import ChromaDocumentStore
-from haystack_integrations.components.retrievers.chroma import ChromaQueryRetriever
+from haystack_integrations.components.retrievers.chroma import ChromaQueryTextRetriever
 
 HERE = Path(__file__).resolve().parent
 file_paths = [HERE / "data" / Path(name) for name in os.listdir("data")]
@@ -22,7 +22,7 @@
 indexing.run({"converter": {"sources": file_paths}})
 
 querying = Pipeline()
-querying.add_component("retriever", ChromaQueryRetriever(document_store))
+querying.add_component("retriever", ChromaQueryTextRetriever(document_store))
 results = querying.run({"retriever": {"query": "Variable declarations", "top_k": 3}})
 
 for d in results["retriever"]["documents"]:
diff --git a/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py
index d02300de2..53120c97c 100644
--- a/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py
+++ b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/__init__.py
@@ -1,3 +1,3 @@
-from .retriever import ChromaEmbeddingRetriever, ChromaQueryRetriever
+from .retriever import ChromaEmbeddingRetriever, ChromaQueryTextRetriever
 
-__all__ = ["ChromaQueryRetriever", "ChromaEmbeddingRetriever"]
+__all__ = ["ChromaQueryTextRetriever", "ChromaEmbeddingRetriever"]
diff --git a/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
index 55ae23e64..2712f8c17 100644
--- a/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
+++ b/integrations/chroma/src/haystack_integrations/components/retrievers/chroma/retriever.py
@@ -8,16 +8,16 @@
 
 
 @component
-class ChromaQueryRetriever:
+class ChromaQueryTextRetriever:
     """
     A component for retrieving documents from an ChromaDocumentStore using the `query` API.
     """
 
     def __init__(self, document_store: ChromaDocumentStore, filters: Optional[Dict[str, Any]] = None, top_k: int = 10):
         """
-        Create an ExampleRetriever component. Usually you pass some basic configuration
-        parameters to the constructor.
+        Create a ChromaQueryTextRetriever component.
 
+        :param document_store: An instance of ChromaDocumentStore.
         :param filters: A dictionary with filters to narrow down the search space (default is None).
         :param top_k: The maximum number of documents to retrieve (default is 10).
         """
@@ -54,14 +54,14 @@ def to_dict(self) -> Dict[str, Any]:
         return d
 
     @classmethod
-    def from_dict(cls, data: Dict[str, Any]) -> "ChromaQueryRetriever":
+    def from_dict(cls, data: Dict[str, Any]) -> "ChromaQueryTextRetriever":
         document_store = ChromaDocumentStore.from_dict(data["init_parameters"]["document_store"])
         data["init_parameters"]["document_store"] = document_store
         return default_from_dict(cls, data)
 
 
 @component
-class ChromaEmbeddingRetriever(ChromaQueryRetriever):
+class ChromaEmbeddingRetriever(ChromaQueryTextRetriever):
     @component.output_types(documents=List[Document])
     def run(
         self,
diff --git a/integrations/chroma/tests/test_retriever.py b/integrations/chroma/tests/test_retriever.py
index 780b4144a..88969d725 100644
--- a/integrations/chroma/tests/test_retriever.py
+++ b/integrations/chroma/tests/test_retriever.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: Apache-2.0
 import pytest
-from haystack_integrations.components.retrievers.chroma import ChromaQueryRetriever
+from haystack_integrations.components.retrievers.chroma import ChromaQueryTextRetriever
 from haystack_integrations.document_stores.chroma import ChromaDocumentStore
 
 
@@ -11,9 +11,9 @@ def test_retriever_to_json(request):
     ds = ChromaDocumentStore(
         collection_name=request.node.name, embedding_function="HuggingFaceEmbeddingFunction", api_key="1234567890"
     )
-    retriever = ChromaQueryRetriever(ds, filters={"foo": "bar"}, top_k=99)
+    retriever = ChromaQueryTextRetriever(ds, filters={"foo": "bar"}, top_k=99)
     assert retriever.to_dict() == {
-        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryRetriever",
+        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryTextRetriever",
         "init_parameters": {
             "filters": {"foo": "bar"},
             "top_k": 99,
@@ -29,7 +29,7 @@ def test_retriever_to_json(request):
 @pytest.mark.integration
 def test_retriever_from_json(request):
     data = {
-        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryRetriever",
+        "type": "haystack_integrations.components.retrievers.chroma.retriever.ChromaQueryTextRetriever",
         "init_parameters": {
             "filters": {"bar": "baz"},
             "top_k": 42,
@@ -40,7 +40,7 @@ def test_retriever_from_json(request):
             },
         },
     }
-    retriever = ChromaQueryRetriever.from_dict(data)
+    retriever = ChromaQueryTextRetriever.from_dict(data)
     assert retriever.document_store._collection_name == request.node.name
     assert retriever.document_store._embedding_function == "HuggingFaceEmbeddingFunction"
     assert retriever.document_store._embedding_function_params == {"api_key": "1234567890"}