diff --git a/server/requirements.txt b/server/requirements.txt
index a578301..41c4142 100644
--- a/server/requirements.txt
+++ b/server/requirements.txt
@@ -1,4 +1,6 @@
-fastapi==0.128.6
+# X86_V2 arch :
+# numpy<2.4.0
+fastapi[standard]==0.128.6
 sqlmodel==0.0.32
 python-dotenv==1.2.1
 openai==2.21.0
@@ -8,3 +10,5 @@ PyJWT>=2.11.0
 # python -m spacy download fr_core_news_sm
 argon2-cffi>=25.1.0
 pydantic-settings==2.13.1
+gunicorn==25.1.0
+mariadb==1.1.14
\ No newline at end of file
diff --git a/server/src/app/services/__pycache__/language_generation.cpython-311.pyc b/server/src/app/services/__pycache__/language_generation.cpython-311.pyc
index e6d2898..8dd28b6 100644
Binary files a/server/src/app/services/__pycache__/language_generation.cpython-311.pyc and b/server/src/app/services/__pycache__/language_generation.cpython-311.pyc differ
diff --git a/user-interface/.env b/user-interface/.env
index e1dfa2d..ba83903 100644
--- a/user-interface/.env
+++ b/user-interface/.env
@@ -1 +1,3 @@
+# PROD
+# VITE_API_URL=http://127.0.0.1:8082/
 VITE_API_URL=http://127.0.0.1:8000/
\ No newline at end of file