diff --git a/README.md b/README.md
index 0ed5f2f..56b2f51 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,6 @@
-# millesima_projetS6
\ No newline at end of file
+# Millesima AI Engine 🍷
+
+> A **University of Paris-Est Créteil (UPEC)** Semester 6 project.
+
+[English Doc](./docs/README_EN.md)
+[French Doc](./docs/README_FR.md)
diff --git a/docs/README_EN.md b/docs/README_EN.md
new file mode 100644
index 0000000..e69de29
diff --git a/docs/README_FR.md b/docs/README_FR.md
new file mode 100644
index 0000000..e69de29
diff --git a/src/cleaning.py b/src/cleaning.py
index fed3b16..6c5a806 100755
--- a/src/cleaning.py
+++ b/src/cleaning.py
@@ -99,7 +99,11 @@ def main() -> None:
 
     filename = argv[1]
     cleaning: Cleaning = Cleaning(filename)
-    _ = cleaning.drop_empty_appellation().fill_missing_scores().encode_appellation()
+    cleaning.drop_empty_appellation()   \
+        .fill_missing_scores()          \
+        .encode_appellation()           \
+        .getVins()                      \
+        .to_csv("clean.csv", index=False)
 
 
 if __name__ == "__main__":