Showing posts with label AI. Show all posts
Showing posts with label AI. Show all posts

Tuesday, 9 December 2025

LLM+FLUX.2! AI Art Secret, Secure & Free to Beat MJ | LLM+FLUX.2! AI作图秘籍,安全免费赢MJ 🖼️

Ditch the "Jade Arm Rest" Misery, Let AI Create | Slogan: 拒绝玉臂搁的卑微,让AI替你创作

Did you hear that ancient scholars used beautiful maids as a “Jade Arm Rest” while writing, just to feel that soft support? That humbling act of treating flesh and blood as a mere tool—doesn't that sound like you, manually tweaking images and editing assets for a marketing campaign? 😭

Stop being the human tool! Today, I’ll show you how to build a safe and hyper-efficient AIGC backend flow using a free AI "bundle," turning email inspiration into a viral illustration instantly!

The Beginner-Friendly AI Creative Backend Pipeline:

  1. Secure Input (Gmail Privacy) 🔒
    Inspiration comes from emails, but data leaks are treason! Our backend must first ensure: Gmail explicitly confirms your email content will NOT be used to train Gemini AI! This Data Isolation/Privacy Protection is the essential Security Gate for the whole Tooling process.

  2. Committee Orchestration (Karpathy Vibe Code) 🧠
    Raw inspiration is not enough! We adopt Andrej Karpathy's "Vibe Code" concept by establishing an AI Committee. Orchestrate multiple LLMs (e.g., let Claude Opus 4.5 suggest strategy, another suggest angles) to provide Critiques and collaboratively refine the initial idea into the most precise, eye-catching Prompt. This is the missing layer of Enterprise AI Orchestration!

  3. Free Output, Midjourney Challenger (FLUX.2) 🎨
    With the golden Prompt ready, why pay? Directly call German Black Forest Labs' FLUX.2 AI Image Model! Its performance reportedly challenges Nano Banana Pro and Midjourney, but it is free and Open Source! Through a backend API Call, it instantly generates your high-quality marketing visual or performs the Editing System task perfectly!

Summary:

From secure inspiration to precise strategy and free, high-quality output, the flow is seamless. Let Free AI be your creative backend—you just enjoy the results! 🎉


听说古代文人写字时,不用冰冷的木头,而是用年轻貌美的婢女做**“玉臂搁”**,只为求那一点温软的支撑。这种将血肉之躯当成工具支撑的卑微,像不像还在手动抠图、为一张营销素材图反复修改的你?😭

别当人肉工具了!今天教你用免费的AI“全家桶”搭建一个安全又高效AIGC后台流程,一键把邮件里的灵感变成爆款插画!

小白也能上手的AI创作后台流程:

  1. 安全输入,确保隐私 (Gmail Privacy) 🔒
    灵感源于邮件,但泄密是大忌!我们后端首先要确认,Gmail已明确承诺,你的邮件内容不会用于训练 Gemini AI!这个数据隔离/隐私保护是整个 AIGC Tooling 的安全底座。

  2. AI委员会,精准提炼 (Karpathy Vibe Code) 🧠
    光有原始灵感不够!我们模仿 Andrej Karpathy 的 “Vibe Code” 概念,建立一个AI委员会。让多个 LLMs 互相 Critiques(比如让一个Claude Opus 4.5提策略,一个Gemini 3提角度),通过Enterprise AI Orchestration,帮你从模糊的邮件内容中提炼出最精准、最有“Vibe”的 Prompt!

  3. 免费出图,挑战Midjourney (FLUX.2) 🎨
    有了黄金 Prompt,谁还用付费工具?直接调用德国 Black Forest Labs 发布的 FLUX.2 AI Image Model!它性能号称能挑战 Nano Banana Pro 和 Midjourney,但它对开发者是免费且 Open Source 的!通过后台 API调用,瞬间生成完美符合你需求的营销大图或进行 Editing System 处理!

总结:

从安全的灵感到委员会的精准策略,再到免费的高质量输出,整个流程行云流水。让免费AI成为你的创作后台,你只需负责享受成果!🎉


Monday, 8 December 2025

Free Backend AI Tools+Code Dev: Newbies Master in Mins | 免费后端 AI 工具 + 代码开发 小白秒上手

Tang lantern maids served all night? Modern AI guards your code 24/7 | 唐代捧烛宫女彻夜侍奉?现代AI为你24小时守护代码🤖

Heard about Tang Dynasty "lantern maids" who served through the night? These 5 AIs are your "digital lantern squad" — zero experience needed to illuminate your code path!🕯️✨


🕯️ Tech Night Watch (Free! Follow the Watch Order)

1️⃣ Qwen3-Brumby: Power Retention keeps attention "awake"

2️⃣ C++ LDA: Stochastic Variational Inference for precise topic tracking

3️⃣ OpenAI Aardvark: GPT-5 security agent like night patrol

4️⃣ Moonshot Kimi K2: Open-source "eternal light" benchmark leader

5️⃣ Deterministic CPU: Rock-solid performance guardian




听说唐代宫廷有"捧烛宫女"彻夜持烛侍奉?现在这五款AI就是你的「数字捧烛团」——零基础就能让代码在黑暗中也有光明指引!🕯️✨


🕯️ 技术守夜人(全免费!按值守顺序)

1️⃣ Qwen3-Brumby:Power Retention技术让注意力机制永不"打瞌睡"

2️⃣ C++ LDA:随机变分推理像宫女精准记录每个谈话主题

3️⃣ OpenAI Aardvark:GPT-5安全代理堪比彻夜巡逻的禁军

4️⃣ Moonshot Kimi K2:开源AI中的"长明灯"基准王者

5️⃣ 确定性CPU:如磐石般稳定的性能守护



Monday, 1 December 2025

Free AI Tools+Job Resume: Newbies Win Interviews in 3 Steps | 免费 AI 工具 + 求职简历 小白 3 步躺赢面试👰✨

No-Code Beat HR! AI Handles PDF+Matching+Documents | 零代码卷赢 HR!AI 替你搞定 PDF + 匹配 + 文书🤖



Heard about Qing Dynasty "test-marriage maids" who evaluated grooms for princesses? These 3 AIs are your "digital test-marriage maids" — **no coding needed to pre-check your resume's compatibility**!👰✨  


🛠️ Tech Trio (Free! Follow the Order)

1️⃣ Databricks PDF Parser: Single function deconstructs PDF→JSON  

2️⃣ MiniMax-M2: Open-source LLM calls job APIs→roasts match score  

3️⃣ Cursor Composer: 4x faster coding LLM→auto-generates visual reports  





听说清朝"试婚格格"要替公主提前测试驸马?现在这三款AI就是你的「数字试婚格格」——**零代码就能先替HR验验你的简历配不配**!👰✨  


🛠️ 技术三件套(全免费!使用顺序不能乱)

1️⃣ Databricks PDF解析:单函数拆解简历PDF→结构化JSON(像试婚格格记录驸马细节)  

2️⃣ MiniMax-M2:开源LLM调用招聘API→毒舌点评匹配度(Agentic工具调用精准评估)  

3️⃣ Cursor Composer:4倍速代码生成LLM→自动生成可视化报告(把"检验结果"写成奏折)



Tuesday, 25 November 2025

PSA: I just found the perfect tool to bring old photos back to life! |发现一个让老照片起死回生的魔法工具箱!🎞️✨

First OpenCV Adventure: How I Became a Photo Wizard in 10 Minutes | 技术小白的OpenCV初体验:原来谁都能轻松玩转AI修图

Just used OpenCV to colorize my grandma's old photo

When I saw her youthful smile in vibrant color

I literally got chills😭


🔧 What is this magic?


Free open-source computer vision library


Specializes in image & video processing


Can recognize faces, track objects, restore photos


💻 Installation is laughably easy:


brew install opencv

pip install opencv-python


Two commands and you're done!


🎨 Most heartwarming demo:

Used Python+OpenCV to auto-colorize black & white photos

Grandma's 1950 wedding photo came to life instantly

Even the lace details on her dress were perfect


📸 What it can do for you:

✅ Restore & colorize old photos

✅ Smart face recognition

✅ Real-time object tracking

✅ Video content analysis

✅ Image filtering


🌟 What won me over:


Completely free & open-source


Installs in seconds


Results will wow your friends


Pro tip: Skip Netflix this weekend

Restore your family old photos with OpenCV

The satisfaction is unreal!


刚学会用OpenCV给奶奶的老照片上色

看到她年轻时的笑容重现色彩

差点泪崩了😭


🔧 这是什么神仙工具?


免费开源的计算机视觉库


专门处理图像和视频


能识别人脸、追踪物体、修复照片


💻 安装简单到笑出声:


brew install opencv

pip install opencv-python


两行命令搞定,小白也能秒上手!


🎨 亲测超感人的例子:

用Python+OpenCV给黑白照自动上色

奶奶1950年的结婚照瞬间鲜活起来

连婚纱的蕾丝细节都完美还原


📸 它能帮你做什么:

✅ 老照片修复与上色

✅ 智能人脸识别

✅ 实时物体追踪

✅ 视频内容分析

✅ 图像滤镜处理


🌟 最打动我的三点:


完全免费,良心开源


安装简单,有手就会


效果专业,惊艳朋友圈


悄悄告诉你:这个周末别刷剧了

试试用OpenCV修复家族老照片

保证让你成就感爆棚!


Saturday, 22 November 2025

3 Steps to AI Video Fame✨WebSocket+Copilot Auto-Update, Newbies Win Too | 3 步 AI 视频封神✨WebSocket+Copilot 自动更,小白也能卷赢

Granite Runs Locally + OpenCV Generates Videos, Real-Time Sync Latest Version, Easy for Anyone! | Granite 本地跑 + OpenCV 生视频,实时同步最新版,有手就会!

Content creators going crazy over human-centric videos🤯 Scriptwriting fries your brain, editing cramps your hands, and you can never keep up with tool updates? Lifesaver! These 3 steps string 4 techs into a foolproof workflow—auto-pull latest version, easy for anyone, no coding needed~


🤖 Step 1: Call Copilot’s new BFF Mico for help!🫶 Microsoft’s 12 major updates are no joke. Type “Write a makeup review human video script”, Mico auto-syncs the latest compliance template and directly calls IBM Granite 4.0 Nano—this lightweight open-source model is amazing! No downloads, no heavy computing, runs locally in your browser, auto-verifies script logic, and even optimizes “speech rhythm”. Newbies will scream “Wow”!

🔌 Step 2: Enable WebSocket real-time boost!📡 Don’t think it’s only for programmers~ Copy-paste ready-made config to link Copilot, Granite, and OpenCV founders’ AI video tool in real-time. Script edits and materials sync instantly, and it auto-pulls the latest model version. No more manual file transfers or loading waits—smooth like using a speed booster!

🎥 Step 3: OpenCV AI Video Tool seals the deal!👑 With the groundwork laid, just relax~ The tool automatically receives the optimized script via WebSocket, uses the latest generation engine to create 3-minute HD human-centric videos. Expressions and movements are so natural they don’t look AI-generated. Content creators can add BGM and post directly—traffic hack unlocked!

Summary: Copilot as strategist + Granite as brain + WebSocket as signal carrier + OpenCV as finisher. Auto-update latest version throughout, 3 steps to create viral human videos. Newbies rush blindly—no more envying others’ AI tools! How many viral videos have you made with this trick? Share in comments!👇


自媒体肝人像视频真的要疯🤯 写脚本脑壳痛,剪视频手抽筋,还总跟不上工具更新?救大命!这 3 步把四大黑科技串成傻瓜流程,自动拉最新版,有手就会,全程不用懂代码~


🤖 第一步:喊 Copilot 新宠 Mico 救命!🫶 微软 12 大更新不是盖的,输入 “帮我写美妆测评人像脚本”,Mico 自动同步最新合规模板,还能直接调用 IBM Granite 4.0 Nano—— 这轻量开源模型绝了,不用下载不用大算力,浏览器里直接本地跑,自动校验脚本逻辑,连 “口播节奏” 都帮你优化,小白看了都直呼 “哇塞”!

🔌 第二步:开 WebSocket 实时挂 buff!📡 别以为这是程序员专属~ 复制粘贴现成配置,就能让 Copilot、Granite 和 OpenCV 团队的 AI 视频工具实时联动,素材、脚本修改秒同步,还能自动拉取最新模型版本,再也不用手动传文件、等加载,丝滑到像开了加速器!

🎥 第三步:OpenCV AI 视频工具收尾封神!👑 前面铺垫好,这里直接躺赢~ 工具自动接收 WebSocket 传来的优化脚本,调用最新版生成引擎,生成长达 3 分钟的高清人像视频,表情、动作自然到不像 AI 做的,自媒体直接配个 BGM 就能发,流量密码拿捏了!

总结:Copilot 当军师 + Granite 做大脑 + WebSocket 传信号 + OpenCV 出成品,全程自动更最新版,3 步搞定爆款人像视频,新手闭眼冲,再也不用羡慕别人的 AI 神器啦~ 你们用这招出过多少爆款?评论区晒图!👇


AI Anti-Hustle! Siri+Canva More Necessary Than ChatGPT? | AI 反卷!Siri+Canva 竟比 ChatGPT 更刚需?💥

Gemini x Canva x OpenAI: 2025 AI Trends You Can’t Miss! | 苹果 Gemini 炸场 + 企业 AI 落地,这波不看血亏!

AI circle was wilder than my love life this week!💥 All are auto-update latest version, super easy tools—regret missing them!

🍎 Apple Siri secretly got Gemini core! It used to be useless—ask for weather and it’d recommend pizza! Now with end-cloud collaboration large-scale deployment, auto-pull latest model, even “order boba less sugar no ice” gets instant response, voice interaction is smooth enough to worship~

🤖 Microsoft dropped big money on OpenAI!💰 ChatGPT suddenly changed rules—no more random legal/medical advice (fully complies with EU AI Act), auto-sync compliance policies. Workers no longer fear pitfalls, safety level maxed!

💣 Enterprises don’t be silly! Used to chase big models but they just collect dust after landing? Turns out process intelligence + measurable ROI is key. Auto-generate landing results, no need to stay up late revising plans—easy for anyone!

⚠️ AI security double-edged sword alert! Landing speed like a rocket but risks doubled? Human oversight is a must! Lucky there’s auto-risk control now—no need to stare at screens scared of mistakes, workers can finally breathe~

🎨 Canva rocks the “Imagination Era”! Creativity no longer dies in your head—auto turns inspiration into deliverables. IT leaders copy blindly, easy to get results, no more arguing with designers~

✅ Summary: 6 major AI updates full of value! Auto-update latest version, super easy to use. Whether you’re a worker or ITer, just rush! Which one do you think is the best? Chat in comments~


AI 圈这一周比我的恋爱还刺激!💥 全是自动更最新版、有手就会的黑科技,错过真的要拍大腿!

🍎 苹果 Siri 偷偷换 Gemini 芯啦!之前喊 Siri 查天气都能答非所问,现在端云协同大规模部署,自动拉取最新模型,连 “帮我订奶茶少糖去冰” 都秒响应,语音交互丝滑到想封神~

🤖 微软砸钱 OpenAI 藏大招!💰 ChatGPT 突然改规矩,法律 / 医疗建议再也不瞎给(完美贴合规 EU AI Act),自动同步合规政策,打工人用着再也不怕踩坑,安全感拉满!

💣 企业 AI 别当冤种老板!之前跟风冲大模型,结果落地即吃灰?原来 process intelligence + 可量化 ROI 才是王道,自动生成落地结果,不用熬夜改方案,有手就会~

⚠️ AI 安全双刃剑预警!落地速度堪比火箭,风险却翻倍?human oversight 真的不能少!还好现在有自动风控,不用盯着屏幕生怕出岔子,打工人终于能喘口气~

🎨 Canva 杀疯了 “想象力时代”!创意再也不用烂在脑子里,自动把灵感变成可交付产出,IT leader 闭眼抄作业,有手就会出成果,再也不用跟设计掰头~

✅ 总结:6 个 AI 重磅更新全是干货!自动更最新版、简单易用有手就会,不管是打工人还是 ITer 都能直接冲,你们觉得哪个最香?评论区聊聊~


Tuesday, 18 November 2025

No-Code, No BS—AI One-Click Full-Stack Go Live(websocket, maps-live,vibe-coding) | 零代码不扯!AI一键全栈上线💥

Ctrl+C/V is dead—Ctrl+AI is the real hack.   | Ctrl+C/V 已经过时,Ctrl+AI 才是真·效率外挂!

👭Friends still pulling all-nighters? I shipped a live-chat🎤 + maps📍 + gallery🖼️ combo app in 5 minutes—boss thought I hired外包!

🌟 “Zero-code” means AI writes, not you.

Steps:

1️⃣ npm i ws, server spins up.

2️⃣ 6-line Gemini Python, ask @google-maps “which bubble-tea is open?”—gets lat/lon + walk time.

3️⃣ One sentence in Google Vibe Coding → React gallery auto-deployed on Cloud Run.

Old way: 2 weeks. AI way: 5 min.

Tips: ping every 30 s, edge proxy for speed, export to GitHub Actions when free tier dies.

Ops👩‍💻, students🎓, PMs🕴️—everyone wins.


Remember: 

It won’t be AI that replaces you—it’ll be your colleague who can wield AI! Now copy the code above, and go make your life/work/side-hustle run on full autopilot!




小伙伴们👭,还在熬夜改需求?我今晚**5分钟**上线了一个**实时弹幕+地图+相册**三合一App,老板以为我偷偷请了外包!  


🌟 “零代码”不是不写代码,而是**让AI替你写**!  


实操步骤:

1️⃣ 打开终端,npm i ws → 弹幕服务器跑起来!

2️⃣ 复制Gemini 6行Python,@google-maps直接问“附近哪家奶茶店还开着?”——答案带经纬度+步行分钟,比男朋友还贴心❤️

3️⃣ 冲进Google Vibe Coding,一句人话生成React相册,Cloud Run自动部署,URL甩朋友圈秒变全栈工程师!

效率提升肉眼可见:

  • 旧方案:需求→PRD→前后端→测试→上线(2周)

  • AI方案:说一句→喝杯咖啡→done(5分钟)

小贴士:

  • WebSocket心跳包别忘了setInterval(ping,30s),不然断线到哭!

  • Gemini国内拉取地图慢?挂个边缘代理,延迟直降200ms!

  • Vibe Coding免费额度用完?把项目导出来扔GitHub Actions,继续白嫖!

适合谁?

  • 运营小姐姐:活动页一句话生成,不再求技术排期

  • 学生党:毕业设计实时弹幕+地图定位,答辩老师直接给A!

  • 产品经理:原型可交互+可部署,投资人当场打钱!

搜这些关键词,马上学!

记住:

未来淘汰你的不是AI,而是**会用AI的同事**!现在**复制上面的代码**,去把**生活/工作/副业**统统自动化吧!🚀 

Monday, 10 November 2025

Ditch the video grind—data pipeline + genai, one-click viral vlogs | 别再当视频苦力!数据管道+AI一键爆款vlog💥

Your life data is the ultimate AI co-pilot! | 你的生活数据,才是AI创作的超强外挂!

💡 The Secret Skill Beating Your Colleagues with AI  

I spent 3 nights editing a report video, while my colleague Xiao Wang generated a polished short in 30 mins with AI! His secret? Feeding AI with machine data like step counts, calendar schedules, and food delivery records!



🚀 3 Steps to Build Your Personal AI Studio  

1️⃣ Unified Collection (Machine Data Pipeline)  

Use apps like IFTTT to auto-capture:  

- Network traffic (NetFlow)  

- App usage metrics (API metrics)  

- Location logs (Syslog)  

Encrypt and upload to the cloud (Security first!)


2️⃣ Context Tagging (Data Governance in Action)  

Label data with meaning:  

- "Fitness data + cloudy day" = indoor workout scene  

- "Hotpot delivery + weekend" = healing life moments  

Use edge computing for local processing—saves data and privacy!


3️⃣ AI Video Generation (Google Veo 3.1 in Action)  

Throw tagged data into Google Vertex AI:  

- Input prompt: "A productive weekend of an office worker"  

- Call Veo 3.1 model for 1080p 30s video  

- Use Imagen 3 for cover art, VideoFX for shot adjustment  

Pay-per-second API costs less than buying GPUs!



🎯 Real Results  

- Weekend vlog views doubled—platforms favor data-rich content  

- Monthly reports auto-generated as videos, praised for "data-driven thinking"  

- Deepfake concerns? Apply compliance watermarks for peace of mind!



✨ Pro Tips  

- Sync smartwatch heart rate data with video rhythm for auto-beat editing  

- Generate troubleshooting videos when NetFlow anomalies occur (IT folks cheer!)  

- Build a continuous feedback loop to train AI on your style—it gets smarter!



💡 普通人用AI卷翻同事的隐藏技能  

上次做汇报视频,我熬了3个夜剪片子,同事小王却用AI半小时生成质感短片!秘密竟是——他把手机步数、日历日程、外卖记录这些机器数据(Machine Data)全喂给了AI!



🚀 核心操作:三步打造个人AI制片厂  

1️⃣ 统一采集(机器数据管道)  

在手机装个自动化工具(如IFTTT),自动抓取:  

- 网络流量(NetFlow)  

- App使用时长(API指标)  

- 地理位置日志(Syslog)  

所有数据加密上传云端(安全合规第一!)


2️⃣ 上下文标注(数据治理实战)  

用标签工具给数据加戏:  

- “健身数据+阴天”=室内运动场景  

- “外卖火锅+周末”=生活治愈片段  

记得用边缘计算在手机预处理,省流量又护隐私!


3️⃣ AI视频生成(Google Veo 3.1发力)  

把标注好的数据丢进Google Vertex AI:  

- 输入文案:“打工人周末自律日记”  

- 调用Veo 3.1模型生成1080p 30秒视频  

- 用Imagen 3补张封面图,VideoFX调整镜头  

API按秒计费,比买显卡便宜多了!



🎯 亲测效果  

- 周末探店视频播放量翻倍,平台推荐算法更爱数据完整的作品  

- 月度复盘用AI自动生成视频报告,老板夸“有数据思维”  

- 深度伪造检测?提前用合规水印,安全感拉满!



✨ 进阶技巧  

- 把智能手环心率数据绑定视频节奏,剪辑自动卡点  

- NetFlow流量异常时自动生成故障排查视频(IT人狂喜)  

- 用持续反馈闭环让AI学习你的审美,越用越懂你