dify

dify/api/tests/integration_tests/vdb/milvus/test_milvus.py

@@ -0,0 +1,32 @@
+from core.rag.datasource.vdb.milvus.milvus_vector import MilvusConfig, MilvusVector
+from tests.integration_tests.vdb.test_vector_store import (
+    AbstractVectorTest,
+    get_example_text,
+    setup_mock_redis,
+)
+
+
+class MilvusVectorTest(AbstractVectorTest):
+    def __init__(self):
+        super().__init__()
+        self.vector = MilvusVector(
+            collection_name=self.collection_name,
+            config=MilvusConfig(
+                uri="http://localhost:19530",
+                user="root",
+                password="Milvus",
+            ),
+        )
+
+    def search_by_full_text(self):
+        # milvus support BM25 full text search after version 2.5.0-beta
+        hits_by_full_text = self.vector.search_by_full_text(query=get_example_text())
+        assert len(hits_by_full_text) >= 0
+
+    def get_ids_by_metadata_field(self):
+        ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
+        assert len(ids) == 1
+
+
+def test_milvus_vector(setup_mock_redis):
+    MilvusVectorTest().run_all_tests()