diff --git a/data_chain/stores/database/database.py b/data_chain/stores/database/database.py
index d0cd3961d26281fa4a6b9cc586369df078b779fe..f0b67f0737de3ff8d2481c977d2c9ec808f749a6 100644
--- a/data_chain/stores/database/database.py
+++ b/data_chain/stores/database/database.py
@@ -366,7 +366,8 @@ class DocumentEntity(Base):
         server_default=func.current_timestamp(),
         onupdate=func.current_timestamp()
     )
-    __table_args__ = (
+    if config['DATABASE_TYPE'].lower() == 'postgres':
+        __table_args__ = (
         Index('abstract_ts_vector_index',
               abstract_ts_vector, postgresql_using='gin'),
         Index(
@@ -375,9 +376,21 @@ class DocumentEntity(Base):
             postgresql_using='hnsw',
             postgresql_with={'m': 32, 'ef_construction': 200},
             postgresql_ops={'abstract_vector': 'vector_cosine_ops'}
-        ),
-        Index('abstract_bm25_index', abstract, postgresql_using='bm25')
-    )
+        )
+    )
+    else:   
+        __table_args__ = (
+            Index('abstract_ts_vector_index',
+                abstract_ts_vector, postgresql_using='gin'),
+            Index(
+                'abstract_vector_index',
+                abstract_vector,
+                postgresql_using='hnsw',
+                postgresql_with={'m': 32, 'ef_construction': 200},
+                postgresql_ops={'abstract_vector': 'vector_cosine_ops'}
+            ),
+            Index('abstract_bm25_index', abstract, postgresql_using='bm25')
+        )
 
 
 class ChunkEntity(Base):
@@ -411,7 +424,8 @@ class ChunkEntity(Base):
         TIMESTAMP(timezone=True),
         server_default=func.current_timestamp(),
         onupdate=func.current_timestamp())
-    __table_args__ = (
+    if config['DATABASE_TYPE'].lower() == 'postgres':
+        __table_args__ = (
         Index('text_ts_vector_index', text_ts_vector, postgresql_using='gin'),
         Index(
             'text_vector_index',
@@ -419,9 +433,20 @@ class ChunkEntity(Base):
             postgresql_using='hnsw',
             postgresql_with={'m': 32, 'ef_construction': 200},
             postgresql_ops={'text_vector': 'vector_cosine_ops'}
-        ),
-        Index('text_bm25_index', text, postgresql_using='bm25')
+        )
     )
+    else:
+        __table_args__ = (
+            Index('text_ts_vector_index', text_ts_vector, postgresql_using='gin'),
+            Index(
+                'text_vector_index',
+                text_vector,
+                postgresql_using='hnsw',
+                postgresql_with={'m': 32, 'ef_construction': 200},
+                postgresql_ops={'text_vector': 'vector_cosine_ops'}
+            ),
+            Index('text_bm25_index', text, postgresql_using='bm25')
+        )
 
 
 class ImageEntity(Base):