diff --git a/langchain/tools/python/tool.py b/langchain/tools/python/tool.py
index 5cf91ad7..8f32643d 100644
--- a/langchain/tools/python/tool.py
+++ b/langchain/tools/python/tool.py
@@ -2,6 +2,7 @@
 
 import ast
 import sys
+from io import StringIO
 from typing import Dict, Optional
 
 from pydantic import Field, root_validator
@@ -77,8 +78,16 @@ class PythonAstREPLTool(BaseTool):
             try:
                 return eval(module_end_str, self.globals, self.locals)
             except Exception:
-                exec(module_end_str, self.globals, self.locals)
-                return ""
+                old_stdout = sys.stdout
+                sys.stdout = mystdout = StringIO()
+                try:
+                    exec(module_end_str, self.globals, self.locals)
+                    sys.stdout = old_stdout
+                    output = mystdout.getvalue()
+                except Exception as e:
+                    sys.stdout = old_stdout
+                    output = str(e)
+                return output
         except Exception as e:
             return str(e)
 
diff --git a/tests/unit_tests/test_python.py b/tests/unit_tests/test_python.py
index 9874a0e6..e133cd2f 100644
--- a/tests/unit_tests/test_python.py
+++ b/tests/unit_tests/test_python.py
@@ -22,6 +22,17 @@ multiply()
 ```
 """
 
+_AST_SAMPLE_CODE_EXECUTE = """
+```
+def multiply(a, b):
+    return(5*6)
+a = 5
+b = 6
+
+multiply(a, b)
+```
+"""
+
 
 def test_python_repl() -> None:
     """Test functionality when globals/locals are not provided."""
@@ -80,6 +91,16 @@ def test_python_ast_repl_multiline() -> None:
     assert output == 30
 
 
+def test_python_ast_repl_multi_statement() -> None:
+    """Test correct functionality for ChatGPT multi statement commands."""
+    if sys.version_info < (3, 9):
+        pytest.skip("Python 3.9+ is required for this test")
+    tool = PythonAstREPLTool()
+    output = tool.run(_AST_SAMPLE_CODE_EXECUTE)
+    print(output)
+    assert output == 30
+
+
 def test_function() -> None:
     """Test correct functionality."""
     chain = PythonREPL()