From 3bcf3f44ab837ad96240afe29b77c97ffc5c9648 Mon Sep 17 00:00:00 2001 From: Laurent Provot Date: Sun, 1 Sep 2024 16:21:28 +0200 Subject: [PATCH] Ajout projet Chat2test --- Projets/Projet_05.md | 30 ++++++++++++++++++++++++++++++ Projets/img/Projet_05_img1.webp | Bin 0 -> 7610 bytes Projets/img/Projet_05_img2.png | Bin 0 -> 54020 bytes README.md | 2 +- 4 files changed, 31 insertions(+), 1 deletion(-) create mode 100644 Projets/Projet_05.md create mode 100644 Projets/img/Projet_05_img1.webp create mode 100644 Projets/img/Projet_05_img2.png diff --git a/Projets/Projet_05.md b/Projets/Projet_05.md new file mode 100644 index 0000000..27193f5 --- /dev/null +++ b/Projets/Projet_05.md @@ -0,0 +1,30 @@ +# Chat2test + +![](img/Projet_05_img1.webp)![](img/Projet_05_img2.png) + +Contact : [Sébastien SALVA](mailto:sebastien.salva@uca.fr) + +# Description + +Des outils, tels que Selenium Driver ou Robot Framework, existent depuis longtemps pour effectuer des tests fonctionnels (conformité, robustesse, sécurité) à partir d'interfaces d'applications (GUI). Cela amène une grande simplicité et souplesse pour contrôler des aspects métiers dans certaines applications. Si, si, vous le verrez en cours cette année. + +Mais à chaque fois que l'interface change, ou est mise à jour, il faut revoir les tests. +Et vint le jour où l'homme créa le LLM. Et si on pouvait simplement interroger le LLM pour faire un test adapté à notre place ? Et ce indépendamment de l'interface ? + +C'est ce que je vous demande de faire et mettre en place dans ce projet. Comment faire ? Dans le désordre : choisir le bon LLM, lui donner de bons prompts, lui dire comment faire pour générer du code Selenium et lui fournir le code de l'interface, lui permettre d'exécuter des bouts de test, lui dire quand un test est bon. +Nous nous limiterons à des applications Web, donc il suffira de lui fournir une page HTML+JS et un statut HTTP. + +#### Les verrous / fonctionnalités principales sont : + +- Donner de la connaissance au LLM via une technique simple type *few shoots* ou via un RAG sur Selenium Driver; +- Lui faire générer du code simple pour plusieurs actions de type (cliquer sur bouton, entrer data sur champ, entrer login et mot de passe, etc.) avec les prompts appropriés; +- Lui faire lire une page HTML pour cibler des éléments DOM ou lui faire exécuter des scripts Selenium qui le feront très bien; +- Interfacer le LLM avec des exécutables ou faire des scripts qui lancent le LLM et ensuite lancent du code. + +#### Si les premiers verrous sont simples et réalisés rapidement, ces fonctionnalités seront étudiées : + +- Calculer la confiance des résultats (je serai votre guide dans cette partie); +- Lui faire des tests de sécurité automatiquement ou presque. + + +Le sujet est exploratoire sur certains aspects. Si le projet n'arrive pas à terme, ce n'est pas grave en soit (don't panic). Ce qui compte c'est votre motivation, vos façons de contourner un problème et votre analyse du contexte pour réduire la part de risque. 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