dify

dify/api/tests/integration_tests/vdb/qdrant/test_qdrant.py

@@ -0,0 +1,32 @@
+from core.rag.datasource.vdb.qdrant.qdrant_vector import QdrantConfig, QdrantVector
+from core.rag.models.document import Document
+from tests.integration_tests.vdb.test_vector_store import (
+    AbstractVectorTest,
+    setup_mock_redis,
+)
+
+
+class QdrantVectorTest(AbstractVectorTest):
+    def __init__(self):
+        super().__init__()
+        self.attributes = ["doc_id", "dataset_id", "document_id", "doc_hash"]
+        self.vector = QdrantVector(
+            collection_name=self.collection_name,
+            group_id=self.dataset_id,
+            config=QdrantConfig(
+                endpoint="http://localhost:6333",
+                api_key="difyai123456",
+            ),
+        )
+
+    def search_by_vector(self):
+        super().search_by_vector()
+        # only test for qdrant, may not work on other vector stores
+        hits_by_vector: list[Document] = self.vector.search_by_vector(
+            query_vector=self.example_embedding, score_threshold=1
+        )
+        assert len(hits_by_vector) == 0
+
+
+def test_qdrant_vector(setup_mock_redis):
+    QdrantVectorTest().run_all_tests()