dify

dify/api/tests/integration_tests/vdb/pgvecto_rs/test_pgvecto_rs.py

@@ -0,0 +1,35 @@
+from core.rag.datasource.vdb.pgvecto_rs.pgvecto_rs import PGVectoRS, PgvectoRSConfig
+from tests.integration_tests.vdb.test_vector_store import (
+    AbstractVectorTest,
+    get_example_text,
+    setup_mock_redis,
+)
+
+
+class PGVectoRSVectorTest(AbstractVectorTest):
+    def __init__(self):
+        super().__init__()
+        self.vector = PGVectoRS(
+            collection_name=self.collection_name.lower(),
+            config=PgvectoRSConfig(
+                host="localhost",
+                port=5431,
+                user="postgres",
+                password="difyai123456",
+                database="dify",
+            ),
+            dim=128,
+        )
+
+    def search_by_full_text(self):
+        # pgvecto rs only support english text search, So it’s not open for now
+        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_pgvecto_rs(setup_mock_redis):
+    PGVectoRSVectorTest().run_all_tests()