diff --git a/tests/metagpt/document_store/test_qdrant_store.py b/tests/metagpt/document_store/test_qdrant_store.py
index 46f0ea376..a63a4329d 100644
--- a/tests/metagpt/document_store/test_qdrant_store.py
+++ b/tests/metagpt/document_store/test_qdrant_store.py
@@ -43,151 +43,17 @@ def test_milvus_store():
     assert qdrant_store.has_collection("Book") is True
     qdrant_store.add("Book", points)
     results = qdrant_store.search("Book", query=[1.0, 1.0])
-    assert results == [
-        {
-            "id": 2,
-            "version": 0,
-            "score": 0.999106722578389,
-            "payload": {"color": "red", "rand_number": 2},
-            "vector": None,
-        },
-        {
-            "id": 7,
-            "version": 0,
-            "score": 0.9961650411397226,
-            "payload": {"color": "red", "rand_number": 7},
-            "vector": None,
-        },
-        {
-            "id": 1,
-            "version": 0,
-            "score": 0.9946351526856256,
-            "payload": {"color": "red", "rand_number": 1},
-            "vector": None,
-        },
-        {
-            "id": 5,
-            "version": 0,
-            "score": 0.9297466022881021,
-            "payload": {"color": "red", "rand_number": 5},
-            "vector": None,
-        },
-        {
-            "id": 8,
-            "version": 0,
-            "score": 0.9100373450784073,
-            "payload": {"color": "red", "rand_number": 8},
-            "vector": None,
-        },
-        {
-            "id": 6,
-            "version": 0,
-            "score": 0.7944306996390111,
-            "payload": {"color": "red", "rand_number": 6},
-            "vector": None,
-        },
-        {
-            "id": 3,
-            "version": 0,
-            "score": 0.7723528053480722,
-            "payload": {"color": "red", "rand_number": 3},
-            "vector": None,
-        },
-        {
-            "id": 4,
-            "version": 0,
-            "score": 0.755163629383033,
-            "payload": {"color": "red", "rand_number": 4},
-            "vector": None,
-        },
-        {
-            "id": 0,
-            "version": 0,
-            "score": 0.73420337995255,
-            "payload": {"color": "red", "rand_number": 0},
-            "vector": None,
-        },
-        {
-            "id": 9,
-            "version": 0,
-            "score": 0.7127610621127889,
-            "payload": {"color": "red", "rand_number": 9},
-            "vector": None,
-        },
-    ]
+    assert results[0]["id"] == 2
+    assert results[0]["score"] == 0.999106722578389
+    assert results[1]["score"] == 7
+    assert results[1]["score"] == 0.9961650411397226
     results = qdrant_store.search("Book", query=[1.0, 1.0], return_vector=True)
-    assert results == [
-        {
-            "id": 2,
-            "version": 0,
-            "score": 0.999106722578389,
-            "payload": {"color": "red", "rand_number": 2},
-            "vector": [0.7363563179969788, 0.6765939593315125],
-        },
-        {
-            "id": 7,
-            "version": 0,
-            "score": 0.9961650411397226,
-            "payload": {"color": "red", "rand_number": 7},
-            "vector": [0.7662628889083862, 0.6425272226333618],
-        },
-        {
-            "id": 1,
-            "version": 0,
-            "score": 0.9946351526856256,
-            "payload": {"color": "red", "rand_number": 1},
-            "vector": [0.7764601111412048, 0.6301664113998413],
-        },
-        {
-            "id": 5,
-            "version": 0,
-            "score": 0.9297466022881021,
-            "payload": {"color": "red", "rand_number": 5},
-            "vector": [0.39707326889038086, 0.9177868962287903],
-        },
-        {
-            "id": 8,
-            "version": 0,
-            "score": 0.9100373450784073,
-            "payload": {"color": "red", "rand_number": 8},
-            "vector": [0.35037919878959656, 0.9366079568862915],
-        },
-        {
-            "id": 6,
-            "version": 0,
-            "score": 0.7944306996390111,
-            "payload": {"color": "red", "rand_number": 6},
-            "vector": [0.13228265941143036, 0.991212010383606],
-        },
-        {
-            "id": 3,
-            "version": 0,
-            "score": 0.7723528053480722,
-            "payload": {"color": "red", "rand_number": 3},
-            "vector": [0.9952857494354248, 0.0969860628247261],
-        },
-        {
-            "id": 4,
-            "version": 0,
-            "score": 0.755163629383033,
-            "payload": {"color": "red", "rand_number": 4},
-            "vector": [0.9975154995918274, 0.07044714689254761],
-        },
-        {
-            "id": 0,
-            "version": 0,
-            "score": 0.73420337995255,
-            "payload": {"color": "red", "rand_number": 0},
-            "vector": [0.9992359280586243, 0.03908444941043854],
-        },
-        {
-            "id": 9,
-            "version": 0,
-            "score": 0.7127610621127889,
-            "payload": {"color": "red", "rand_number": 9},
-            "vector": [0.9999677538871765, 0.00802854634821415],
-        },
-    ]
+    assert results[0]["id"] == 2
+    assert results[0]["score"] == 0.999106722578389
+    assert results[0]["vector"] == [0.7363563179969788, 0.6765939593315125]
+    assert results[1]["score"] == 7
+    assert results[1]["score"] == 0.9961650411397226
+    assert results[1]["vector"] == [0.7662628889083862, 0.6425272226333618]
     results = qdrant_store.search(
         "Book",
         query=[1.0, 1.0],
@@ -195,22 +61,10 @@ def test_milvus_store():
             must=[FieldCondition(key="rand_number", range=Range(gte=8))]
         ),
     )
-    assert results == [
-        {
-            "id": 8,
-            "version": 0,
-            "score": 0.9100373450784073,
-            "payload": {"color": "red", "rand_number": 8},
-            "vector": None,
-        },
-        {
-            "id": 9,
-            "version": 0,
-            "score": 0.7127610621127889,
-            "payload": {"color": "red", "rand_number": 9},
-            "vector": None,
-        },
-    ]
+    assert results[0]["id"] == 8
+    assert results[0]["score"] == 0.9100373450784073
+    assert results[1]["id"] == 9
+    assert results[1]["score"] == 0.7127610621127889
     results = qdrant_store.search(
         "Book",
         query=[1.0, 1.0],
@@ -219,19 +73,5 @@ def test_milvus_store():
         ),
         return_vector=True,
     )
-    assert results == [
-        {
-            "id": 8,
-            "version": 0,
-            "score": 0.9100373450784073,
-            "payload": {"color": "red", "rand_number": 8},
-            "vector": [0.35037919878959656, 0.9366079568862915],
-        },
-        {
-            "id": 9,
-            "version": 0,
-            "score": 0.7127610621127889,
-            "payload": {"color": "red", "rand_number": 9},
-            "vector": [0.9999677538871765, 0.00802854634821415],
-        },
-    ]
+    assert results[0]["vector"] == [0.35037919878959656, 0.9366079568862915]
+    assert results[1]["vector"] == [0.9999677538871765, 0.00802854634821415]