diff --git a/GPT_PROJET/codeur_gpt.html b/GPT_PROJET/codeur_gpt.html
index 6aa2ed1b0f628e3fa50997f3c7b3fc0183022acc..afb1ef8fb727a736ec5f7f0a7e4948f29b114cae 100644
--- a/GPT_PROJET/codeur_gpt.html
+++ b/GPT_PROJET/codeur_gpt.html
@@ -9,7 +9,7 @@
         Quelle fonction voulez-vous que je crée ?
          <br>
          <textarea rows = "5" cols = "60" name = "description">
-A function to solve a quadratic equation
+Résolution d'une équation du second degré
          </textarea><br>
          Avec combien de tests ? 
          <input type="number" id="test_quantity" name="test_quantity" value="5" min="1" max="5">
@@ -19,32 +19,17 @@ A function to solve a quadratic equation
         <h2>Programme en langage Python</h2>
         <form action="">
         <textarea name="program" id="program" cols="70" rows="20">
-def quadratic_equation(a, b, c):
-  """
-  Solves a quadratic equation of the form ax^2 + bx + c = 0
-  Parameters
-  ----------
-  a : float
-      Coefficient of x^2
-  b : float
-      Coefficient of x
-  c : float
-      Constant term
-  Returns
-  -------
-  x1 : float
-      First solution
-  x2 : float
-      Second solution
-  """
-  # Compute the discriminant
-  discriminant = (b**2) - (4*a*c)
-
-  # Compute the two solutions
-  x1 = (-b + discriminant**0.5) / (2*a)
-  x2 = (-b - discriminant**0.5) / (2*a)
-
-  return x1, x2
+#Fonction qui calcule les solutions d'une équation du second degré
+def equation_second_degre(a,b,c):
+    delta = b**2 - 4*a*c
+    if delta < 0:
+        return None
+    elif delta == 0:
+        return -b/(2*a)
+    else:
+        x1 = (-b + delta**0.5)/(2*a)
+        x2 = (-b - delta**0.5)/(2*a)
+        return x1,x2
     
         </textarea><br>
         <input type="submit" value="Compile et teste !" />
@@ -55,26 +40,20 @@ def quadratic_equation(a, b, c):
         <h2>Voici cinq tests unitaires</h2>
         <form action="">
         <textarea name="tests" id="tests" cols="70" rows="20">
-import unittest
-
-class TestQuadraticEquation(unittest.TestCase):
-    def test_quadratic_equation_1(self):
-        self.assertEqual(quadratic_equation(1, 0, -4), (2+0j, -2+0j))
-
-    def test_quadratic_equation_2(self):
-        self.assertEqual(quadratic_equation(2, -3, 1), (1+0j, 0.5+0j))
+#Test unitaire 1
+assert equation_second_degre(1,2,1) == (-1.0,)
 
-    def test_quadratic_equation_3(self):
-        self.assertEqual(quadratic_equation(1, -2, -3), (3+0j, -1+0j))
+#Test unitaire 2
+assert equation_second_degre(1,2,-3) == (1.0, -3.0)
 
-    def test_quadratic_equation_4(self):
-        self.assertEqual(quadratic_equation(1, -4, 4), (2+0j, 2+0j))
+#Test unitaire 3
+assert equation_second_degre(1,0,1) == None
 
-    def test_quadratic_equation_5(self):
-        self.assertEqual(quadratic_equation(2, -7, 3), (3+0j, 0.5+0j))
+#Test unitaire 4
+assert equation_second_degre(1,-4,4) == (2.0,)
 
-if __name__ == '__main__':
-    unittest.main()
+#Test unitaire 5
+assert equation_second_degre(2,3,1) == (-0.5, -1.0)
         </textarea><br>
         <input type="submit" value="Teste à nouveau !" />
     </form>
diff --git a/GPT_PROJET/mini_projet.md b/GPT_PROJET/mini_projet.md
index d76a4a1ee1b04465bed0082be65fedec7af94881..a6ab3ccc32afcf601f32962a8f6102c7fdb702d9 100644
--- a/GPT_PROJET/mini_projet.md
+++ b/GPT_PROJET/mini_projet.md
@@ -12,6 +12,8 @@ Langage de développement : au choix
 Framework Web : au choix
 Dépôt GIT : https://gitlab.univ-lorraine.fr 
 
+Peut-être qe que pour le framework, une bonne idée serait d'utiliser Laravel en partant du modèle de projet GitLab : https://gitlab.com/gitlab-org/project-templates/laravel
+
 ## Langages cibles
 **Groupe 1** : Python / Prolog