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https://docs.pipenv.org/ #Pipenv — the officially recommended #Python#packaging tool from Python.org, free (as in freedom). Pipenv is a tool that aims to bring the best of all packaging worlds (#bundler, #composer, #npm, #cargo, #yarn, etc.) to the Python world. #Windows is a first–class citizen, in our world. It automatically creates and manages a #virtualenv for your projects, as well as adds/removes #packages from your #Pipfile as you install/uninstall packages. It also generates the ever–important Pipfile.lock, which is used to produce deterministic builds.

http://www.jaggedverge.com/2017/11/how-a-web-page-request-makes-it-down-to-the-metal/ How a web page request makes it down to the metal by : Janis Posted in : Tutorials, work-in-progess Tags : #NGINX, #Python No Comments The other day I was interested in how many steps occur between sending a #POST or #GET#request from a website to the actual processing that happens on the CPU of the #server. I figured that I knew bits and pieces of the puzzle but I wanted to see the complete path from the highest levels of abstraction all the way to the lowest without missing anything too big in-between. It turns out that in a modern web system there are a lot of steps. I have been really fascinated by this much like the explorer that wants to find a path from one known place to another. If you are interested in better understanding how your computer works you might find walking along this path with your tech stack helpful. Frontend prelude: GET request Browser page #rendering POST request sidenote: #CSRF#token Network stack sidenote: The Internet #TCP sidenote: more comprehensive treatment of network stack Backend Handling web request #WSGI #Django Django URL routing Django views Python implementations #CPython CPython bytecode CPython bytecode execution details Machine Code CPython to machine code Machine code execution Hardware implementation details Microcode Processor #pipeline Silicon implementation of addition Silicon adder unit AND gate Transistor

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

#cplusplus#apple_silicon#bsd#c_plus_plus#cmake#floss#game#gplv2#json#linux#lua#macos_app#python#strategy#windows Widelands is a free, open-source real-time strategy game like Settlers II, where you lead a small clan to build roads, gather resources like wood and gold, manage four unique tribes, trade, or fight in single-player campaigns and multiplayer. Download it easily for Windows, Mac, or Linux, or compile from source with simple scripts and tools like CMake on various systems. This lets you enjoy deep, replayable empire-building fun at no cost, anytime with friends or AI. https://github.com/widelands/widelands

酷儿影视频道消息标签解释与索引 （原标签解释自行废止） #影视 表示该条目与影视相关 #影视资讯#影讯 泛资讯 #预告 预告片 #影评 正经或不正经的影评 #电影#剧集 分别表示单片和剧集 #修复 表示影片经过官方修复 #洗版 表示影片经过高清洗版，影片质量超过过去网络流传的资源或者超过频道过去上传的资源 #纪录#动画#综艺#舞台剧#短片 分别表示不同类别的影视 #原创 上传的资源包含频道智慧劳动成果，网络上独一无二 #自制 上传的资源包含频道劳动成果，网络上独一无二 #独家 上传的资源在发布时暂时在网络上找不到比频道发布的更好的 #基地限定 仅面向基地群群友开放的资源 #共建 资源由参与酷儿影视库共建计划的网友上传 #应求 群友求片 #新片 最近一年内释出中字资源的也可以被认为是新片 #暂无中字 暂时未发现有带中文字幕版本 #可洗版 可洗版为更好画质或更好中文字幕但是缺人手来干活儿（来OCR字幕） #追更中 剧集追更中 #佳作提醒 值得一看，不看甚是遗憾的佳片 #必看经典 比佳作提醒还要好的影片 #烂片预警 看之前我提醒你看了后很有可能浪费时间的影片 #官方中字 影片中字来自官方或流媒体 #个人译者 影片中字来自个人译者 如果译者组团，则是附字幕组标签 字幕组标签和地区标签不定，例如有 #弯弯字幕组#大陆#台湾#香港#世界 等 #非酷儿影视 影片为非酷儿影视但我就是想要分享 #专题 是指一组以专题形式分享的影片 #未记录 指的是在Letterboxd上没有条目的影片和电视剧，所以无法收录到Letterboxd片单中。 #书籍 书籍相关资源或讯息 #电子书 电子书资源 #漫画 视觉类故事书 #虚构 一般是小说等 #非虚构 一般是除了小说之外的其他 #音乐 音乐相关资源或讯息 #无损 无损音乐资源 #原声 影视原声带或BGM #专辑 已发行的专辑歌曲打包 #好歌分享 希望有更多人欣赏的歌曲 #思考 提出一些有关酷儿的问题，探讨它们有助于我们认识这个世界 #讨论 尝试引起一场讨论（虽然很少有人参与） #线下活动 酷儿相关的中国线下活动 #招募 频道急缺志愿者来参与内容制作和数据整理，招募各类人才 #求助 一般是频道找不到年久失效的过往资源、或者缺少流媒体会员等需要网友帮忙的情况 #求片 有此标签者，说明是频道需要该片源但是找不到，一旦您提供了有效片源给我们，您就可以进入基地群并获得数据库权限。请联系管理：请直接进任意本频道的群组（建议基地申请群）发言，或者使用TG的频道私信功能来联系。 #FUN 乐子或笑话 #NEWS 新闻资讯 #转载 转载自他处 #Tips 一般是一些知识科普 #深度 深度或不深度的好文 #碎碎念 频道管理的私人吐槽，不代表频道态度哦 #频道事务 本消息是在说有关本频道自己的事 #黑名单 频道公开记录的黑名单，虽然说也有不公开记录的

#python#data_analysis#dingtalk_robot#docker#feishu_robot#hot_news#mail#mcp#mcp_server#news#ntfy#python#telegram_bot#trending_topics#wechat_robot TrendRadar is a lightweight, easy-to-deploy tool that gathers trending topics from 11+ major platforms like Zhihu, Douyin, and Baidu in just 30 seconds. It lets you set custom keywords to filter only news you care about, eliminating information overload. The tool offers three smart notification modes—daily summaries, current rankings, or incremental alerts—and supports multiple channels including WeChat Work, Feishu, DingTalk, Telegram, and email. You can customize how trends are ranked using a personalized algorithm that weighs ranking position, frequency, and hotness. With GitHub Pages for web reports, Docker support, and AI-powered analysis through MCP protocol, TrendRadar transforms scattered platform algorithms into one unified, user-controlled news feed tailored to your interests. https://github.com/sansan0/TrendRadar

#python#agent#agentic#agentic_ai#agents#agents_sdk#ai#ai_agents#aiagentframework#genai#genai_chatbot#llm#llms#multi_agent#multi_agent_systems#multi_agents#multi_agents_collaboration The Agent Development Kit (ADK) is an open-source Python toolkit that helps you easily build, test, and deploy smart AI agents, from simple helpers to complex multi-agent systems. It lets you write agent logic in Python, use many built-in or custom tools, and organize multiple agents to work together. You can deploy agents anywhere, including Google Cloud, and evaluate their performance with built-in tools. ADK supports flexible workflows and works with various AI models, not just Google’s. This means you get full control and flexibility to create powerful AI applications that fit your needs, speeding up development and making it easier to manage AI projects. https://github.com/google/adk-python

#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

#javascript#ai#algorithm#artificial_intelligence#chatgpt#claude#cursor#deep_learning#deepseek#gemini#generative_ai#gpt#llm#mcp#openai#python#rag#vibe_coding#vibecoding#vue#vuepress 鱼皮的 AI知识库 offers a free Vibe Coding tutorial for beginners, teaching AI-powered programming with natural language prompts to build and monetize apps fast—no coding skills needed. It covers tools, projects, tips, and paths like making your first work in 10 minutes, plus AI guides on DeepSeek, Cursor, and more. You benefit by quickly creating profitable products, breaking tech barriers, and enjoying AI perks to improve life and work. Start at ai.codefather.cn/vibe. https://github.com/liyupi/ai-guide

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

#rust#ai#ai_engineering#anthropic#artificial_intelligence#deep_learning#genai#generative_ai#gpt#large_language_models#llama#llm#llmops#llms#machine_learning#ml#ml_engineering#mlops#openai#python#rust TensorZero is a free, open-source tool that helps you build and improve large language model (LLM) applications by using real-world data and feedback. It gives you one simple API to connect with all major LLM providers, collects data from your app’s use, and lets you easily test and improve prompts, models, and strategies. You can see how your LLMs perform, compare different options, and make them smarter, faster, and cheaper over time—all while keeping your data private and under your control. This means you get better results with less effort and cost, and your apps keep improving as you use them[1][2][3]. https://github.com/tensorzero/tensorzero

#python#agent_skills#ai_agents#antigravity#automation#claude#claude_code#codex#composio#cursor#gemini_cli#mcp#rube#saas#skill#workflow_automation Claude Skills are customizable workflows that boost productivity on Claude.ai, Claude Code, and API by handling tasks like document editing, code development, data analysis, app automation (emails, Slack, GitHub via Composio's 500+ integrations), and more. Install the connect-apps plugin, add your free Composio API key, and restart to enable real actions across 1000+ apps. This saves time, automates repetitive work, and lets you focus on high-value tasks for faster, consistent results everywhere you use Claude. https://github.com/ComposioHQ/awesome-claude-skills