diff --git a/src/llama_index_cloud_sql_pg/async_vector_store.py b/src/llama_index_cloud_sql_pg/async_vector_store.py
index c2c75a2..64b0910 100644
--- a/src/llama_index_cloud_sql_pg/async_vector_store.py
+++ b/src/llama_index_cloud_sql_pg/async_vector_store.py
@@ -598,7 +598,7 @@ def __parse_metadata_filters_recursively(
     def __parse_metadata_filter(
         self, filter: MetadataFilter, bind_params: dict[str, Any]
     ) -> str:
-        key = self.__to_postgres_key(filter.key)
+        key = self.__to_postgres_key(filter.key, bind_params)
         op = self.__to_postgres_operator(filter.operator)
         param_name = f"param_{len(bind_params)}"
         if filter.operator == FilterOperator.IS_EMPTY:
@@ -617,7 +617,7 @@ def __parse_metadata_filter(
                     Value -> '{filter.value}'"""
                 )
                 return ""
-            bind_params[param_name] = f'["{filter.value}"]'
+            bind_params[param_name] = json.dumps([filter.value])
             return f"({key})::jsonb {op} :{param_name} "
         if filter.operator == FilterOperator.TEXT_MATCH:
             bind_params[param_name] = f"%{filter.value}%"
@@ -698,12 +698,14 @@ def __to_postgres_operator(self, operator: FilterOperator) -> str:
             warnings.warn(f"Unknown operator: {operator}, fallback to '='")
             return "="
 
-    def __to_postgres_key(self, key: str) -> str:
+    def __to_postgres_key(self, key: str, bind_params: dict[str, Any]) -> str:
         if key in [
             *self._metadata_columns,
             self._id_column,
             self._ref_doc_id_column,
             self._text_column,
         ]:
-            return key
-        return f"{self._metadata_json_column}->>'{key}'"
+            return f'"{key}"'
+        key_param = f"key_{len(bind_params)}"
+        bind_params[key_param] = key
+        return f"{self._metadata_json_column}->>:{key_param}"
diff --git a/tests/test_async_vector_store.py b/tests/test_async_vector_store.py
index 9a07d51..b5bc845 100644
--- a/tests/test_async_vector_store.py
+++ b/tests/test_async_vector_store.py
@@ -467,3 +467,54 @@ async def test_delete_nodes(self, vs):
     async def test_clear(self, vs):
         with pytest.raises(Exception, match=sync_method_exception_str):
             vs.clear()
+
+    async def test_parse_metadata_filters_parameterizes_key_and_value(
+        self, engine, custom_vs
+    ):
+        injected_key = "k' IS NULL OR 1=1 OR li_metadata->>'k"
+        injected_value = "x') OR 1=1;--"
+
+        bind_params: dict[str, Any] = {}
+        filters = MetadataFilters(
+            filters=[
+                MetadataFilter(
+                    key=injected_key,
+                    value=injected_value,
+                    operator=FilterOperator.EQ,
+                ),
+                MetadataFilter(
+                    key="len",
+                    value=3,
+                    operator=FilterOperator.EQ,
+                ),
+                MetadataFilter(
+                    key="tags",
+                    value='a"b',
+                    operator=FilterOperator.CONTAINS,
+                ),
+            ],
+            condition=FilterCondition.AND,
+        )
+
+        clause = (
+            custom_vs._AsyncPostgresVectorStore__parse_metadata_filters_recursively(
+                filters, bind_params
+            )
+        )
+
+        assert injected_key not in clause
+        assert injected_value not in clause
+        assert (
+            clause
+            == 'li_metadata->>:key_0 = :param_1 and "len"::float = :param_2 and (li_metadata->>:key_3)::jsonb @> :param_4 '
+        )
+        assert bind_params == {
+            "key_0": injected_key,
+            "param_1": injected_value,
+            "param_2": 3,
+            "key_3": "tags",
+            "param_4": '["a\\"b"]',
+        }
+
+        results = await run_on_background(engine, custom_vs.aget_nodes(filters=filters))
+        assert len(results) == 0