diff --git a/jedi/api/__init__.py b/jedi/api/__init__.py
index 22a417d1..a84fb2bb 100644
--- a/jedi/api/__init__.py
+++ b/jedi/api/__init__.py
@@ -133,12 +133,12 @@ class Script(object):
         def get_completions(user_stmt, bs):
             if user_stmt is None:
                 module = self._parser.module()
-                importer = helpers.check_error_statements(
+                importer, only_modules = helpers.check_error_statements(
                     self._evaluator, module, self._pos
                 )
                 #print(importer.completion_names(self._evaluator, True))
                 if importer is not None:
-                    names = importer.completion_names(self._evaluator, True)
+                    names = importer.completion_names(self._evaluator, only_modules)
                     return [(name, module) for name in names]
             elif isinstance(user_stmt, pr.Import):
                 # TODO this paragraph is necessary, but not sure it works.
diff --git a/jedi/api/helpers.py b/jedi/api/helpers.py
index c69fd1ca..a1b004a8 100644
--- a/jedi/api/helpers.py
+++ b/jedi/api/helpers.py
@@ -50,6 +50,7 @@ def importer_from_error_statement(evaluator, module, error_statement, pos):
 
     names = []
     level = 0
+    only_modules = True
     for typ, nodes in error_statement.stack:
         if typ == 'dotted_name':
             names += check_dotted(nodes)
@@ -61,5 +62,7 @@ def importer_from_error_statement(evaluator, module, error_statement, pos):
                     level += len(node.value)
                 elif isinstance(node, pt.Name) and node.end_pos < pos:
                     names.append(node)
+                elif node == 'import' and node.end_pos < pos:
+                    only_modules = False
 
-    return imports.get_importer(evaluator, names, module, level)
+    return imports.get_importer(evaluator, names, module, level), only_modules