diff --git a/openapi/tests/kb/collection_test.go b/openapi/tests/kb/collection_test.go
index a8980239..5d0055b2 100644
--- a/openapi/tests/kb/collection_test.go
+++ b/openapi/tests/kb/collection_test.go
@@ -45,13 +45,11 @@ func TestCreateCollection(t *testing.T) {
 				"created_by": "test_user",
 			},
 			"config": map[string]interface{}{
-				"collection_name": testCollectionID + "_vector", // Required: collection name
-				"embedding_model": "text-embedding-ada-002",
-				"chunk_size":      1000,
-				"chunk_overlap":   200,
-				"index_type":      "hnsw",   // Required: valid index type
-				"distance":        "cosine", // Required: distance metric
-				"dimension":       1536,     // Required: embedding dimensions (note: singular not plural)
+				"embedding_provider": "__yao.openai",           // Required: embedding provider ID
+				"embedding_option":   "text-embedding-3-small", // Required: embedding option value
+				"locale":             "en",                     // Optional: locale for provider reading
+				"index_type":         "hnsw",                   // Required: valid index type
+				"distance":           "cosine",                 // Required: distance metric
 			},
 		}
 
@@ -171,11 +169,11 @@ func TestRemoveCollection(t *testing.T) {
 				"category": "test_remove",
 			},
 			"config": map[string]interface{}{
-				"collection_name": testCollectionID + "_vector",
-				"embedding_model": "text-embedding-ada-002",
-				"index_type":      "hnsw",
-				"distance":        "cosine",
-				"dimension":       1536,
+				"embedding_provider": "__yao.openai",           // Required: embedding provider ID
+				"embedding_option":   "text-embedding-3-small", // Required: embedding option value
+				"locale":             "en",                     // Optional: locale for provider reading
+				"index_type":         "hnsw",                   // Required: valid index type
+				"distance":           "cosine",                 // Required: distance metric
 			},
 		}
 
@@ -503,13 +501,11 @@ func TestCollectionIntegration(t *testing.T) {
 				"purpose":  "full_lifecycle_test",
 			},
 			"config": map[string]interface{}{
-				"collection_name": testCollectionID + "_vector",
-				"embedding_model": "text-embedding-ada-002",
-				"chunk_size":      1000,
-				"chunk_overlap":   200,
-				"index_type":      "hnsw",
-				"distance":        "cosine",
-				"dimension":       1536,
+				"embedding_provider": "__yao.openai",           // Required: embedding provider ID
+				"embedding_option":   "text-embedding-3-small", // Required: embedding option value
+				"locale":             "en",                     // Optional: locale for provider reading
+				"index_type":         "hnsw",                   // Required: valid index type
+				"distance":           "cosine",                 // Required: distance metric
 			},
 		}