#typescript#ci#ci_cd#cicd#evaluation#evaluation_framework#llm#llm_eval#llm_evaluation#llm_evaluation_framework#llmops#pentesting#prompt_engineering#prompt_testing#prompts#rag#red_teaming#testing#vulnerability_scanners
Promptfoo is a tool that helps developers test and improve AI applications using Large Language Models (LLMs). It allows you to **test prompts and models** automatically, **secure your apps** by finding vulnerabilities, and **compare different models** side-by-side. You can use it on your computer or integrate it into your development workflow. This tool helps you make sure your AI apps work well and are secure before you release them. It saves time and ensures quality by using data instead of guessing.
https://github.com/promptfoo/promptfoo
https://wxpython.org/what.php
#wxPython is a #GUI toolkit for the Python programming language. It allows Python programmers to create programs with a robust, highly functional graphical user interface, simply and easily. It is implemented as a Python extension module (native code) that wraps the popular wxWidgets cross platform GUI library, which is written in C++.
https://www.eduonix.com/blog/software-development/learn-the-basics-of-gui-programming-in-python/
Learn the basics of #GUI Programming in Python
#tkinter
https://wiki.python.org/moin/GuiProgramming
#GUI Programming in Python
Python has a huge number of GUI frameworks (or toolkits) available for it, from #TkInter (traditionally bundled with Python, using Tk) to a number of other cross-platform solutions, as well as bindings to platform-specific (also known as "native") technologies.
GUI Programming in Python is a similar page whose content could arguably complement this page with some editing.
https://wiki.python.org/moin/GUI%20Programming%20in%20Python
This page provides some brief descriptive information on a number of #GUI toolkits available for Python. For a full list of of toolkits with more in-depth information, see #GuiProgramming.
GuiProgramming is a similar page whose content complements this page.
🆕 Новый сильный GUI-агент: UI-Ins от TongyiLab и RUC
Это модель, которая уверенно работает с мобильными интерфейсами и лучше понимает намерения пользователя.
Она рассматривает команду как цепочку рассуждений, а не как одно действие, поэтому справляется со сложными задачами стабильнее.
Результаты
UI-Ins показал 74.1% успешных действий в AndroidWorld. Для сравнения: Gemini 2.5 Computer Use - 69.7%. То есть модель чаще правильно выполняет задачи в реальных интерфейсах.
Модель:
- пытается понять цель, а не только текст команды
- строит несколько вариантов рассуждений
- выбирает подходящую стратегию перед действием
- адаптируется, если состояние приложения меняется
Идет в двух версиях: 7B и 32B.
Если вы работаете над агентами, которые должны нажимать кнопки, заполнять формы, открывать приложения и следовать шагам в интерфейсе - UI-Ins стоит добавить в список моделей для тестов.
🤖 UI-Ins-7B: https://modelscope.cn/models/Tongyi-MiA/UI-Ins-7B
UI-Ins-32B: https://modelscope.cn/models/Tongyi-MiA/UI-Ins-32B
📄arXiv: https://modelscope.cn/papers/2510.20286
@ai_machinelearning_big_data
#AI#Agents#GUI#MobileAgents#AndroidWorld#LLM
http://wxglade.sourceforge.net/
Description
#wxGlade is a #GUI#designer written in Python with the popular GUI toolkit #wxPython, that helps you create wxWidgets/wxPython user interfaces. At the moment it can generate Python, C++, Perl, Lisp and XRC (wxWidgets' XML resources) code.
As you can guess by the name, its model is Glade, the famous GTK+/GNOME GUI builder, with which wxGlade shares the philosophy and the look & feel (but not a line of code).
It is not (and will never be) a full featured IDE, but simply a "designer": the generated code does nothing apart from displaying the created widgets. If you are looking for a complete IDE, maybe Eric Python IDE, PyCharm, Code::Blocks or one of the many other IDE is the right tool.
News
#visual_basic_.net #dism#gui#sysadmin#windows
DISMTools is a free, open-source graphical tool that simplifies managing Windows images and installations using DISM commands. It offers project-based workflows, online/offline modes, AppX handling, ISO creation, and repairs without reinstalling Windows, working on Windows 8.1+ with great speed. You benefit by easily customizing, fixing, and optimizing systems or creating automated setups, saving time over complex command lines and avoiding paid tools.
https://github.com/CodingWonders/DISMTools
https://pybee.org/news/buzz/2017-google-summer-of-code-final-report-dayanne-fernandes/
After almost 4 months of work on Google Summer of Code 2017, finally I'm completing my proposal. Every widget migration and every commit/PR/issue/discussion with my mentors about Cricket , Toga and rubicon-objc were detailed on the Issue 58.
"Eating your own dog food"
The best way to show that a product is reliable to the customers is use it. So, the way to show that #Toga is an effective tool to build a #GUI is to build a complete application using it.
#Cricket is a graphical tool that helps you run your #test suites. Its current version is implemented using #Tkinter as the main GUI framework. So, why not test Toga inside of another product from #BeeWare? That's what I have acomplished during my GSoC work.
https://wiki.python.org/moin/PyQt
#PyQt is one of the two most popular Python bindings for the #Qt cross-platform #GUI/#XML/#SQL#C++ framework (another binding is #PySide).