diff --git a/src/smolagents/tools.py b/src/smolagents/tools.py
index 15275e7..2e35bcb 100644
--- a/src/smolagents/tools.py
+++ b/src/smolagents/tools.py
@@ -221,7 +221,7 @@ class Tool:
 
             class {class_name}(Tool):
                 name = "{self.name}"
-                description = "{self.description}"
+                description = {json.dumps(textwrap.dedent(self.description).strip())}
                 inputs = {json.dumps(self.inputs, separators=(",", ":"))}
                 output_type = "{self.output_type}"
             """
diff --git a/src/smolagents/utils.py b/src/smolagents/utils.py
index b9868dc..3f7219b 100644
--- a/src/smolagents/utils.py
+++ b/src/smolagents/utils.py
@@ -299,10 +299,12 @@ def instance_to_source(instance, base_cls=None):
 
     for name, value in class_attrs.items():
         if isinstance(value, str):
+            # multiline value
             if "\n" in value:
-                class_lines.append(f'    {name} = """{value}"""')
+                escaped_value = value.replace('"""', r"\"\"\"")  # Escape triple quotes
+                class_lines.append(f'    {name} = """{escaped_value}"""')
             else:
-                class_lines.append(f'    {name} = "{value}"')
+                class_lines.append(f"    {name} = {json.dumps(value)}")
         else:
             class_lines.append(f"    {name} = {repr(value)}")
 
diff --git a/tests/test_tools.py b/tests/test_tools.py
index fcc05d5..cb8a8ee 100644
--- a/tests/test_tools.py
+++ b/tests/test_tools.py
@@ -12,6 +12,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import os
 import tempfile
 import unittest
 from pathlib import Path
@@ -437,6 +438,46 @@ class ToolTests(unittest.TestCase):
         assert get_weather.inputs["locations"]["type"] == "array"
         assert get_weather.inputs["months"]["type"] == "array"
 
+    def test_saving_tool_produces_valid_pyhon_code_with_multiline_description(self):
+        @tool
+        def get_weather(location: Any) -> None:
+            """
+            Get weather in the next days at given location.
+            And works pretty well.
+
+            Args:
+                location: The location to get the weather for.
+            """
+            return
+
+        with tempfile.TemporaryDirectory() as tmp_dir:
+            get_weather.save(tmp_dir)
+            with open(os.path.join(tmp_dir, "tool.py"), "r", encoding="utf-8") as f:
+                source_code = f.read()
+                compile(source_code, f.name, "exec")
+
+    def test_saving_tool_produces_valid_python_code_with_complex_name(self):
+        # Test one cannot save tool with additional args in init
+        class FailTool(Tool):
+            name = 'spe"\rcific'
+            description = """test \n\r
+            description"""
+            inputs = {"string_input": {"type": "string", "description": "input description"}}
+            output_type = "string"
+
+            def __init__(self):
+                super().__init__(self)
+
+            def forward(self, string_input):
+                return "foo"
+
+        fail_tool = FailTool()
+        with tempfile.TemporaryDirectory() as tmp_dir:
+            fail_tool.save(tmp_dir)
+            with open(os.path.join(tmp_dir, "tool.py"), "r", encoding="utf-8") as f:
+                source_code = f.read()
+                compile(source_code, f.name, "exec")
+
 
 @pytest.fixture
 def mock_server_parameters():