diff --git a/cognee/tests/test_search_db.py b/cognee/tests/test_search_db.py
index 8a99ebd8f..21dc1d3bf 100644
--- a/cognee/tests/test_search_db.py
+++ b/cognee/tests/test_search_db.py
@@ -4,6 +4,7 @@ import pathlib
 from dns.e164 import query
 
 import cognee
+from cognee.infrastructure.databases.graph import get_graph_engine
 from cognee.modules.graph.cognee_graph.CogneeGraphElements import Edge
 from cognee.modules.retrieval.graph_completion_retriever import GraphCompletionRetriever
 from cognee.modules.retrieval.graph_completion_context_extension_retriever import (
@@ -18,6 +19,7 @@ from cognee.modules.users.methods import get_default_user
 from cognee.shared.logging_utils import get_logger
 from cognee.modules.search.types import SearchType
 from cognee.modules.engine.models import NodeSet
+from collections import Counter
 
 logger = get_logger()
 
@@ -112,18 +114,33 @@ async def main():
     completion_gk = await cognee.search(
         query_type=SearchType.GRAPH_COMPLETION,
         query_text="Next to which country is Germany located?",
+        save_interaction=True,
     )
     completion_cot = await cognee.search(
         query_type=SearchType.GRAPH_COMPLETION_COT,
         query_text="Next to which country is Germany located?",
+        save_interaction=True,
     )
     completion_ext = await cognee.search(
         query_type=SearchType.GRAPH_COMPLETION_CONTEXT_EXTENSION,
         query_text="Next to which country is Germany located?",
+        save_interaction=True,
     )
+
+    feedback_sum_1 = await cognee.search(
+        query_type=SearchType.FEEDBACK, query_text="This was not the best answer", last_k=1
+    )
+
     completion_sum = await cognee.search(
         query_type=SearchType.GRAPH_SUMMARY_COMPLETION,
         query_text="Next to which country is Germany located?",
+        save_interaction=True,
+    )
+
+    feedback_sum_2 = await cognee.search(
+        query_type=SearchType.FEEDBACK,
+        query_text="This answer was great",
+        last_k=1,
     )
 
     for name, completion in [
@@ -141,6 +158,71 @@ async def main():
             f"{name}: expected 'netherlands' in result, got: {text!r}"
         )
 
+    graph_engine = await get_graph_engine()
+    graph = await graph_engine.get_graph_data()
+
+    type_counts = Counter(node_data[1].get("type", {}) for node_data in graph[0])
+
+    edge_type_counts = Counter(edge_type[2] for edge_type in graph[1])
+
+    # Assert there are exactly 4 CogneeUserInteraction nodes.
+    assert type_counts.get("CogneeUserInteraction", 0) == 4, (
+        f"Expected exactly four DCogneeUserInteraction nodes, but found {type_counts.get('CogneeUserInteraction', 0)}"
+    )
+
+    # Assert there is exactly two CogneeUserFeedback nodes.
+    assert type_counts.get("CogneeUserFeedback", 0) == 2, (
+        f"Expected exactly two CogneeUserFeedback nodes, but found {type_counts.get('CogneeUserFeedback', 0)}"
+    )
+
+    # Assert there is exactly two NodeSet.
+    assert type_counts.get("NodeSet", 0) == 2, (
+        f"Expected exactly two NodeSet nodes, but found {type_counts.get('NodeSet', 0)}"
+    )
+
+    # Assert that there are at least 10 'used_graph_element_to_answer' edges.
+    assert edge_type_counts.get("used_graph_element_to_answer", 0) >= 10, (
+        f"Expected at least ten 'used_graph_element_to_answer' edges, but found {edge_type_counts.get('used_graph_element_to_answer', 0)}"
+    )
+
+    # Assert that there are exactly 2 'gives_feedback_to' edges.
+    assert edge_type_counts.get("gives_feedback_to", 0) == 2, (
+        f"Expected exactly two 'gives_feedback_to' edges, but found {edge_type_counts.get('gives_feedback_to', 0)}"
+    )
+
+    # Assert that there are at least 6 'belongs_to_set' edges.
+    assert edge_type_counts.get("belongs_to_set", 0) == 6, (
+        f"Expected at least six 'belongs_to_set' edges, but found {edge_type_counts.get('belongs_to_set', 0)}"
+    )
+
+    nodes = graph[0]
+
+    required_fields_user_interaction = {"question", "answer", "context"}
+    required_fields_feedback = {"feedback", "sentiment"}
+
+    for node_id, data in nodes:  # nodes = your list
+        if data.get("type") == "CogneeUserInteraction":
+            assert required_fields_user_interaction.issubset(data.keys()), (
+                f"Node {node_id} is missing fields: {required_fields_user_interaction - set(data.keys())}"
+            )
+
+            for field in required_fields_user_interaction:
+                value = data[field]
+                assert isinstance(value, str) and value.strip(), (
+                    f"Node {node_id} has invalid value for '{field}': {value!r}"
+                )
+
+        if data.get("type") == "CogneeUserFeedback":
+            assert required_fields_feedback.issubset(data.keys()), (
+                f"Node {node_id} is missing fields: {required_fields_feedback - set(data.keys())}"
+            )
+
+            for field in required_fields_feedback:
+                value = data[field]
+                assert isinstance(value, str) and value.strip(), (
+                    f"Node {node_id} has invalid value for '{field}': {value!r}"
+                )
+
 
 if __name__ == "__main__":
     import asyncio