diff --git a/requirements.txt b/requirements.txt
index bab0d97..a7c609c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 click
 genanki
-pandas
+pandas==1.5.2
 pyyaml
 bullet
 nltk
diff --git a/src/ankimaker/config/configuration.py b/src/ankimaker/config/configuration.py
index 16125cf..ed32230 100644
--- a/src/ankimaker/config/configuration.py
+++ b/src/ankimaker/config/configuration.py
@@ -12,16 +12,20 @@ class AnkimakerConfig(yaml.YAMLObject):
     question_column = None
     answer_column = None
     separators = ','
+    input_language = None,
+    output_language = None,
     filters: List[List[FilterConfig]] = list()
 
     def __init__(
             self, separators=',', header=None, answer_column=None, question_column=None,
-            filters=tuple(), *args, **karhs
+            filters=tuple(), input_language=None, output_language=None, *args, **karhs
     ):
         self.answer_column = answer_column
         self.question_column = question_column
         self.header = header
         self.separators = separators
+        self.input_language = input_language
+        self.output_language = output_language
         self.filters = _conditionally_create_new_filters(filters)
 
     @staticmethod
@@ -34,6 +38,8 @@ class AnkimakerConfig(yaml.YAMLObject):
         AnkimakerConfig.question_column = content.question_column
         AnkimakerConfig.answer_column = content.answer_column
         AnkimakerConfig.separators = content.separators
+        AnkimakerConfig.input_language = content.input_language
+        AnkimakerConfig.output_language = content.output_language
         AnkimakerConfig.filters = _conditionally_create_new_filters(content.filters)
 
 
diff --git a/src/ankimaker/generator/__init__.py b/src/ankimaker/generator/__init__.py
index a25c744..26889fc 100644
--- a/src/ankimaker/generator/__init__.py
+++ b/src/ankimaker/generator/__init__.py
@@ -3,3 +3,5 @@ from . import (
 )
 from .card import create_note
 from .model import create_model
+from .translator_generator import TranslatorGenerator
+from .question_answer_generator import QuestionAnswerGenerator
diff --git a/src/ankimaker/generator/question_answer_generator.py b/src/ankimaker/generator/question_answer_generator.py
new file mode 100644
index 0000000..996f70d
--- /dev/null
+++ b/src/ankimaker/generator/question_answer_generator.py
@@ -0,0 +1,17 @@
+import genanki
+from typing import Collection, List
+
+from ankimaker import generator
+
+
+class QuestionAnswerGenerator:
+    def __init__(self):
+        self.__model = generator.create_model()
+
+    def get_cards(self, questions: Collection[str], answers: Collection[str]) -> List[genanki.Model]:
+        assert len(questions) == len(answers)
+        cards = list()
+        for content_fields in zip(questions, answers):
+            card = generator.create_note(self.__model, fields=content_fields)
+            cards.append(card)
+        return cards
diff --git a/src/ankimaker/generator/translator_generator.py b/src/ankimaker/generator/translator_generator.py
new file mode 100644
index 0000000..9fa9cab
--- /dev/null
+++ b/src/ankimaker/generator/translator_generator.py
@@ -0,0 +1,28 @@
+import genanki
+from translate import Translator
+from typing import Collection, List
+
+from ankimaker import generator
+
+
+class TranslatorGenerator:
+    def __init__(self, original_language, destination_language):
+        """
+        :param original_language: Language of the inserted text, following https://en.wikipedia.org/wiki/ISO_639-1
+        :param destination_language: Language you want to translate to, following https://en.wikipedia.org/wiki/ISO_639-1
+        """
+        self.__translator = Translator(from_lang=original_language, to_lang=destination_language)
+        self.__model = generator.model.create_model()
+
+    def get_cards(self, content_collection: Collection[str]) -> List[genanki.Model]:
+        cards = list()
+        for content in content_collection:
+            card = self._create_card(content)
+            cards.append(card)
+        return cards
+
+    def _create_card(self, content):
+        translation = self.__translator.translate(content)
+        fields = (content, translation)
+        card = generator.create_note(self.__model, fields)
+        return card
diff --git a/src/ankimaker/tasks/basic_csv_to_anki.py b/src/ankimaker/tasks/basic_csv_to_anki.py
index 8700669..cb629f6 100644
--- a/src/ankimaker/tasks/basic_csv_to_anki.py
+++ b/src/ankimaker/tasks/basic_csv_to_anki.py
@@ -18,14 +18,19 @@ def load_csv(path: str) -> pd.DataFrame:
 
 
 def add_df_to_deck(df: pd.DataFrame, deck: genanki.Deck) -> genanki.Deck:
-    model = generator.create_model()
-
-    for entry in df.to_dict('records'):
-        question = entry[Config.question_column]
-        answer = entry[Config.answer_column]
-        content_fields = (question, answer)
-        note = generator.create_note(model, fields=content_fields)
-        deck.add_note(note)
+    questions = df[Config.question_column].to_list()
+    if Config.answer_column is None:
+        generator_engine = generator.TranslatorGenerator(
+            original_language=Config.input_language,
+            destination_language=Config.output_language,
+        )
+        cards = generator_engine.get_cards(questions)
+    else:
+        answers = df[Config.answer_column]
+        generator_engine = generator.QuestionAnswerGenerator()
+        cards = generator_engine.get_cards(questions, answers)
+    for card in cards:
+        deck.add_note(card)
     return deck