diff --git a/libs/community/langchain_community/retrievers/embedchain.py b/libs/community/langchain_community/retrievers/embedchain.py
index 0fae1b0f65a..9c64f628e1e 100644
--- a/libs/community/langchain_community/retrievers/embedchain.py
+++ b/libs/community/langchain_community/retrievers/embedchain.py
@@ -65,7 +65,10 @@ class EmbedchainRetriever(BaseRetriever):
             docs.append(
                 Document(
                     page_content=r["context"],
-                    metadata={"source": r["source"], "document_id": r["document_id"]},
+                    metadata={
+                        "source": r["metadata"]["url"],
+                        "document_id": r["metadata"]["doc_id"],
+                    },
                 )
             )
         return docs
diff --git a/libs/community/tests/integration_tests/retrievers/test_embedchain.py b/libs/community/tests/integration_tests/retrievers/test_embedchain.py
index 1049616ef21..dc58938db17 100644
--- a/libs/community/tests/integration_tests/retrievers/test_embedchain.py
+++ b/libs/community/tests/integration_tests/retrievers/test_embedchain.py
@@ -19,8 +19,10 @@ os.environ["OPENAI_API_KEY"] = "sk-xxxx"
 context_value = [
     {
         "context": "this document is about John",
-        "source": "source#1",
-        "document_id": 123,
+        "metadata": {
+            "source": "source#1",
+            "doc_id": 123,
+        },
     },
 ]