#python

This library helps you test and compare language models by running standard benchmarks like math, reading, coding, and general knowledge tasks. It uses simple, clear instructions to measure how well models perform without complicated prompts, reflecting real-world use better. You can evaluate many models, including OpenAI’s and others, to see their strengths and weaknesses on tasks like problem-solving and factual accuracy. This transparency helps you pick the best model for your needs and understand their capabilities. The library supports easy setup and running of tests via APIs, making it practical for developers and researchers to assess model quality quickly and reliably.

https://github.com/openai/simple-evals

#python #agents #knowledge_graph #llm #llm_agent #rag #search #search_agent #vector_database

Airweave is a tool that helps make information from apps and databases easily accessible to AI agents. It connects over 100 data sources with minimal coding, allowing for fast data synchronization and semantic search. This means you can quickly turn app data into useful knowledge for AI agents, making them smarter and more efficient. It's especially helpful for tasks like customer support or generating reports, as it ensures AI agents have the most accurate and up-to-date information.

https://github.com/airweave-ai/airweave

#roff

This project provides free access to Chinese textbooks, including math books from elementary to university levels. It helps people, especially overseas Chinese, access these resources easily. The project aims to promote equal education opportunities and reduce regional disparities. Users can download these textbooks for free, which is beneficial for those who cannot afford or access them otherwise. If files are split due to size limits, a tool is provided to merge them back together.

https://github.com/TapXWorld/ChinaTextbook

#python

fairchem is a centralized open-source library by FAIR Chemistry that provides advanced machine learning models, datasets, demos, and tools for materials science and quantum chemistry. You can install it via pip and use pretrained models through the FAIRChemCalculator with ASE, enabling tasks like catalysis, inorganic materials, molecules, MOFs, and molecular crystals. It supports simulations such as structure relaxation and molecular dynamics. Version 2 is a major update and not compatible with version 1 models. Using fairchem helps you quickly apply state-of-the-art AI models to accelerate research and discovery in chemistry and materials science[1][2][4][5].

https://github.com/facebookresearch/fairchem

#python #bilibili #bilibili_api #manga #tickets

biliTickerBuy is a free, open-source tool that helps you easily buy items on Bilibili’s member shop. You can quickly download and install it from the official releases page, and there’s a clear user guide available. If you have questions or find bugs, you can ask for help or report issues directly on the project’s page. The tool is supported by a community of contributors, and you can see how popular it is by checking its star history. Using biliTickerBuy makes shopping on Bilibili simpler and more convenient, and you can support the project with donations if you like it.

https://github.com/mikumifa/biliTickerBuy

#python

This tool helps you easily download PDF textbooks from the National Primary and Secondary School Smart Education Platform by extracting the book URLs and saving the files automatically with correct names. Since February 2025, the platform requires login, so you must set an Access Token (login credential) in the tool to download books. It supports batch downloads, shows progress, works on Windows, Linux, and macOS, and saves your token securely on your device. This makes getting and managing digital textbooks much faster and more convenient for study or teaching.

https://github.com/happycola233/tchMaterial-parser

#python #agent #ai_agent #apple #computer_use #cua #lume #macos #manus #operator #swift #virtualization #virtualization_framework

The information provided doesn't directly relate to Discord bots or their benefits. However, if we consider the broader context of automation and AI tools like those mentioned in the text, these technologies can enhance user experiences by automating tasks and providing interactive features. For example, AI agents can control virtual environments, which might be useful in various applications, including gaming or educational settings. This kind of automation can save time and increase efficiency, similar to how Discord bots automate tasks and engage communities[1][2].

https://github.com/trycua/cua

#php #calendar #contacts #crm #crm_platform #crm_system #customer_portal #customer_support #customizable #documents #email_marketing #kanban #leads #open_source #php #platform #sales_automation #single_page_application #support

EspoCRM is a free, open-source CRM tool that helps you manage customer relationships by organizing leads, contacts, sales, marketing, and support in one easy-to-use web app. It has a clean interface, customizable features, and a REST API for integration, making it flexible for startups, small businesses, and developers. It automates repetitive tasks, saving time and reducing errors, while providing detailed reports to improve decision-making. Being open-source, it’s cost-effective with no licensing fees, and supported by a helpful community. This means you get a powerful, adaptable CRM that boosts productivity and customer management without high costs[1][3][5].

https://github.com/espocrm/espocrm

#go #bugtracker #decentralized_application #distributed_systems #git #gitdb

git-bug is a powerful, decentralized issue tracker that stores issues, comments, and users directly inside a Git repository as versioned objects, not just files. This means you can manage your issues offline, sync them later, and keep everything clean and organized within your existing Git workflow. It’s very fast, supports syncing with platforms like GitHub and GitLab, and offers multiple ways to interact, including command line, text user interface, or web browser. This tool helps you track and manage project issues efficiently without needing a separate server or database, making collaboration and version control seamless.

https://github.com/git-bug/git-bug

#go #compression #decompression #deflate #go #golang #gzip #snappy #zip #zstandard #zstd

The "github.com/klauspost/compress" package offers many fast and efficient compression tools in pure Go, including zstandard, S2 (a faster Snappy replacement), optimized deflate for gzip/zip/zlib, and snappy with better compression and concurrency. It also provides entropy encoders (huff0, FSE), HTTP gzip handlers, and a parallel gzip implementation (pgzip). These tools are drop-in replacements for Go's standard libraries but run about twice as fast, saving time and resources. You can easily add it to your project with `go get`. It supports current and recent Go versions and offers options to disable unsafe code or assembly for compatibility. This package benefits you by improving compression speed and efficiency while maintaining compatibility with standard Go compression APIs, making your applications faster and more resource-friendly.

https://github.com/klauspost/compress

#python #ai #ai_art #art #asset_generator #chatbot #deep_learning #desktop_app #image_generation #mistral #multimodal #privacy #pygame #pyside6 #python #self_hosted #speech_to_text #stable_diffusion #text_to_image #text_to_speech #text_to_speech_app

AI Runner is a tool that lets you use AI on your own computer without needing the internet. It can do many things like **voice chatbots**, **text-to-image** generation, and **image editing**. You can also make AI personalities for more interesting conversations. It runs fast and securely, keeping your data private. To use AI Runner, you need a good computer with a strong GPU, like an NVIDIA RTX 3060 or better. This helps keep your data safe and makes AI tasks faster.

https://github.com/Capsize-Games/airunner

#shell

To install or update Podkop, you need to run a script. This is a beta version, so things might change often. When updating, make sure to clear your browser cache and check your settings because they might have changed. You need at least 15MB of free space on your router. If you have Getdomains installed, you should remove it. This setup helps manage your router's configuration and can improve how your network works. Always provide technical feedback if you encounter problems.

https://github.com/itdoginfo/podkop

#jupyter_notebook

Learning about Large Language Models (LLMs) can be very beneficial. You can build exciting projects over eight weeks, starting with simple tasks and moving to more complex ones. This journey helps you develop deep expertise in AI and LLMs. You'll learn by doing hands-on projects, which is a fun and effective way to understand how these models work. By the end, you'll have skills that can be used in real-world applications, making it a valuable learning experience.

https://github.com/ed-donner/llm_engineering

#javascript #font #iosevka #ligatures #monospace_font #opentype_features #programming_font #programming_ligatures #typeface

Iosevka is a versatile, open-source font family designed for coding and technical documents. It offers both sans-serif and slab-serif styles, with options for monospace and quasi-proportional layouts. The font includes various weights, widths, and slopes, making it highly customizable. It supports many languages and includes features like ligatures and character variants. This flexibility allows users to tailor the font to their preferences, enhancing readability and coding efficiency. Additionally, Iosevka is space-efficient, making it ideal for use in terminals and code editors[1][2][4].

https://github.com/be5invis/Iosevka

#c_lang

Using the Flipper Zero can be very helpful for people interested in cybersecurity and technology. It's a tool that helps with physical penetration testing and software-defined radio. You can find useful resources like infrared codes, tutorials, and guides on GitHub and other platforms. There are also communities like Discord and forums where you can get help and learn more about the device. This helps users learn and improve their skills in a fun and interactive way.

https://github.com/UberGuidoZ/Flipper

#cplusplus #firefox #firefox_based #firefox_browser #zen_browser

Zen Browser is designed to help you browse the internet with balance between speed, privacy, and productivity. It offers features like **workspaces** to organize your tabs, **compact mode** to reduce distractions, and **split views** to multitask. You can customize almost everything to fit your needs. Zen is built on Firefox, ensuring you get the latest security updates. It's available for Windows, macOS, and Linux, and is open-source, allowing community contributions. This means you can enjoy a fast, secure, and highly personalized browsing experience.

https://github.com/zen-browser/desktop

#python #cli #cti #cybersecurity #forensics #hacktoberfest #information_gathering #infosec #linux #osint #pentesting #python #python3 #reconnaissance #redteam #sherlock #tools

Sherlock is a powerful tool that helps you find social media accounts by username across over 400 networks. It's easy to use and works on many operating systems like macOS, Linux, and Windows. You can install it using methods like `pipx` or Docker, and then simply type the username you want to search for. Sherlock will show you where that username is used on different social media platforms. This tool is useful for gathering information quickly and can be run locally or even online through services like Apify. It saves time and effort in finding accounts across many platforms.

https://github.com/sherlock-project/sherlock

#python

Tinygrad is a simple deep learning framework that is easy to understand and use. It is designed to be lightweight and flexible, making it easy to add new hardware accelerators. Tinygrad supports various devices like GPUs and CPUs, and it can run models like LLaMA and Stable Diffusion. Its simplicity helps users learn how deep learning works by providing a clean and readable codebase. This makes it a great tool for learning and experimenting with deep learning concepts.

https://github.com/tinygrad/tinygrad

#go #anticensorship #dns #network #proxy #reality #shadowsocks #socks5 #tls #trojan #tunnel #utls #vision #vless #vmess #vpn #wireguard #xhttp #xray #xtls #xudp

Project X offers powerful network tools like Xray-core and REALITY, built on the efficient XTLS protocol that improves speed and security by reducing unnecessary encryption. It features advanced routing and fallback systems to keep your internet traffic safe and uninterrupted, ideal for streaming or video calls. The project is open-source under Mozilla Public License 2.0, encouraging community contributions to keep it evolving. You can easily install it on various platforms using official scripts, Docker, or one-click setups, and use many supported GUI clients on Windows, Linux, Android, iOS, and routers. This flexibility and strong security help you optimize and protect your network experience.

https://github.com/XTLS/Xray-core

#rust #code_quality #ide #language #language_server #lsp #python #rust #type_check #type_checker #typecheck #typechecker #types #typing

Pyrefly is a fast tool for checking Python code. It helps catch mistakes before you run your code, making it easier to write reliable programs. Pyrefly can work with both new and old Python projects, even if they don't have type information. It integrates well with editors like VSCode, providing features like auto-completion and code refactoring. This makes coding faster and more efficient, helping you avoid bugs and making your code easier to understand and maintain.

https://github.com/facebook/pyrefly

#scss

Odoo tutorials are hosted in a repository with three branches for each version. These branches contain the base code and solutions for different tutorials, like the JavaScript framework and Odoo web framework tutorials. This setup helps users by providing organized and version-specific code, making it easier to follow and learn from the tutorials. Users can access specific solutions based on their needs, which simplifies the learning process and helps them master Odoo development more efficiently.

https://github.com/odoo/tutorials