gemini-web2apiは確かに便利で、OpenAI SDK互換で使えるとFunction CallingやSSEも標準的に動くのが良いですね。実装観点では、プロキシ層で仕様差分を吸収する工夫が大事ですが、その辺りの解説は実際に試す人にとって価値あると思います。

LLM開発まわりで試してみたいOSS！ GeminiのWeb UIをOpenAI互換APIとして扱える「gemini-web2api」について、SALT2テックブログで紹介されています。 OpenAI互換APIとして既存の開発ワークフローに組み込める点が面白いです。

【SALT2テックブログ更新！】 GeminiのWeb UIをOpenAI互換APIとして使えるOSSプロキシ、知っていますか？🤔 今回は「gemini-web2api」を紹介しました⚡ OpenAI SDK / Function Calling / SSEストリーミング / Gemini CLI連携まで、AI開発で試したくなるポイントを実装目線で整理しています💡 ▼こんな人におすすめ 👀 ・Geminiを開発ワークフローに組み込みたい人 ・OpenAI互換APIまわりに関心がある人 ・LLMツールやAI Agent開発をしているエンジニア 出典：Sophomoresty/gemini-web2api（GitHub） 👇記事はこちら🏃‍♂️💨 zenn.dev/salt2/articles/gemi…

Gemini 终于能当 OpenAI 用，而且还是免费零认证！ 以前想用 Gemini 多痛苦？ 官方 API 要钥匙、要配额、要钱，Cursor / Claude Code / Aider / LangChain 这些工具又只认 OpenAI 格式，来回折腾配置头都要炸。想白嫖 Gemini 的强大能力？只能手动复制粘贴，效率直接归零。 现在好了，Sophomoresty 直接甩出一个单文件神器 ；gemini-web2api！ 它就是一个纯 Python 单文件 HTTP 服务器，把 Google Gemini 网页版直接包装成完整的 OpenAI 兼容 API（/v1/chat/completions streaming tool calling 全支持）。你本地跑起来，把 base_url 改成 http://localhost:8081/v1，所有支持 OpenAI 格式的工具立刻就能直接调用 Gemini（Flash、Pro、Thinking 模式随便切），零认证、零费用、零配置。 这已经不是普通的反向代理了，这是把 Gemini 网页版直接变成你本地 OpenAI 后端的降维打击方案。以后 Cursor，Aider、LangChain、自定义 Agent 想用 Gemini 的顶级推理能力，再也不用折腾官方 API 了，直接本地起一个 server 就行。 目前 716 stars，极简主义爱好者和重度本地 Agent 玩家都在狂冲。 冲就完了！ 👉 github.com/Sophomoresty/gemi…

一早发现一个项目：gemini-web2api，把Google Gemini网页直接包装成OpenAI兼容API。 原来还能这样做——反向工程网页端的StreamGenerate协议，单Python文件，零依赖，零认证。 这意味着任何OpenAI客户端都能直接调用Gemini模型，包括能输出2万字符的Flash Thinking，还支持function calling和深度调节。不需要付费，不需要API key。 github.com/Sophomoresty/gemi…

Birisi, Gemini web sürümünü doğrudan OpenAI uyumlu bir API'ye dönüştüren bir Python aracı yazdı ve sadece iki günde 400 yıldız kazandı. Hala Gemini API'ye ayda 20 dolar ödüyor veya çeşitli aracı hizmetler kullanıyor olabilirsiniz. Ancak birisi, Gemini web sürümünün kendisinin tüm yeteneklere sahip olduğunu; sadece istekleri standart arayüzlere dönüştürmek için bir "çeviri katmanına" ihtiyaç duyduğunu keşfetti. gemini-web2api tek bir şey yapıyor: Gemini web sürümünü OpenAI API uyumlu bir sunucuya dönüştürüyor. 🔧 Kullanım: ① Depoyu klonlayın; tamamen Python tek dosya, sıfır üçüncü taraf bağımlılığı. ② Hizmeti `python gemini_web2api.py` ile başlatın. ③ İstemciyi yapılandırın: `base_url=http://localhost:8081/v1`. ④ OpenAI SDK kullanarak Gemini Flash/Flash Thinking/Pro/Auto/Lite'ı doğrudan çağırın. En şaşırtıcı şey ne? • Akış çıktısını destekler ve OpenAI arayüzüyle tamamen uyumludur. • Fonksiyon Çağrısı Araç Çağrısını destekler; Agent'ınız içinde doğrudan Gemini API'si olarak kullanılabilir. • Flash Thinking, 20.000'den fazla token içeren uzun bağlamları destekler. • Anahtar yapılandırılmadığında varsayılan olarak kimlik doğrulaması gerekmez; kutudan çıkar çıkmaz kullanıma hazırdır. • Tek tıklamayla Docker dağıtımı; platformlar arası uyumluluk. Yapay zeka yan iş araçları yazanlar, toplu metin oluşturanlar veya otomatikleştirilmiş işlem hatları oluşturanlar için bu proje, API ücretlerinde ayda en az 20-50 dolar tasarruf sağlayabilir. Yer imlerine eklemediğinize pişman olacaksınız. Kaynak: GitHub trendleri, 2 gün önce yayınlandı, 389 yıldız, Python github.com/Sophomoresty/gemi…

有人用 Python 写了个工具，把 Gemini 网页版直接变成 OpenAI 兼容 API，2天飙到400星 你可能还在每个月交 $20 给 Gemini API 或者用各种中转服务。但有人发现——Gemini 网页版本身就自带所有能力，只是缺一个"翻译层"把请求转成标准接口。 gemini-web2api，做了一件事： 把 Gemini 网页版变成 OpenAI API 兼容的服务器端。 🔧 用法： ① 克隆仓库，纯 Python 单文件，零第三方依赖 ② python gemini_web2api.py 启动服务 ③ 客户端配置 base_url=http://localhost:8081/v1 ④ 用 OpenAI SDK 直接调 Gemini Flash / Flash Thinking / Pro / Auto / Lite 最离谱的是什么？ · 支持流式输出（Streaming），和 OpenAI 接口完全兼容 · 支持 Function Calling Tool Calling，写在 Agent 里直接当 Gemini API 用 · Falsh Thinking 支持 20k tokens 长上下文 · 没配密钥时默认无需鉴权，开箱即用 · Docker 一键部署，跨平台 写 AI 副业工具、批量生成文案、搭自动化管道的，这个项目帮你省下每月至少 $20-50 的 API 费用。 不收藏你亏了。 🔗 GitHub: github.com/Sophomoresty/gemi… 来源: GitHub trending, 2 days old, 389 stars, Python

48-hour challenge started. Goal: make $1,000 in revenue, We're testing 3 paths fast: - Tune8n - Web2API - MerchBanao Also scanning Superteam bounties jobs as fallback cashflow. Not attached to one idea. Attached to getting paid. @noicedotso @localhosthq

传统rpa或者浏览器自动化工具或插件大多基于坐标 视觉 其他兜底方案，这套东西基于无障碍访问的语义树，且是二机制分发和部署，相当于一个基座。如果你wrapper的话做个toB的工具非常好，不考虑反爬，比如企业内部老旧系统的 web2api ai处理，根本不需要去二开项目的接口。当然要能好好用起来，场景很多

What happens if a #BitVote system extends past just accrued time as sole check for vote power, to user engagement with the entity raising the poll? W/ @FlareNetworks #FDC protocol, indexes for activity can be fetched from a Web2API. Attempting it w/ number of github commits.

🛠️ DevLog – New /create Endpoint for Router Node API Per feedback from @beranalpagion, the new /api/v1/create endpoint is now live - enabling session creation via Web2 API, just like Web3 SDK already supports. 🔹 Why It Matters - Flexible session creation per user or per app - Supports both shared and isolated session models - Simplifies onboarding for REST-based apps and bots Node Installer: 🔗 github.com/cortensor/install… #Cortensor #DevLog #RouterNode #Web2API #Web3SDK #SessionManagement #AIInfra #DePIN

🛠️ DevLog: Week’s Focus – Phase #3 Wrap, DevNet5 Scaling, DevNet6 Debugging Here’s what we’re focused on across the Cortensor stack this week: 🔹 Finalize Phase #3 Rewards • Snapshot taken using the Rank Table • Still working on eligibility cleanup publishing top 150 list • Prize distribution will follow once finalized 🔹 DevNet4 → DevNet5 Migration • All miners moving to DevNet5 for Phase #4 testing • Node Pool Agents & Oracle Nodes adjusted accordingly • Node selection logic now uses dynamic shuffling via NodeUtils 🔹 DevNet6 Debugging • Smaller miner set used to isolate & fix Web2 streaming issues (multi-miner sessions) • Setup continues for dedicated Web2 iteration & edge-case testing Phase #4 is underway - now tuning & scaling what we’ve built. #Cortensor #DevLog #Phase4 #DePIN #DevNet5 #AIInfra #Web2API #NodeOps

🛠️ DevLog: Reverse Proxy SSL for Router Node We’ve completed reverse proxy setup using Nginx SSL for the Cortensor Router Node. 🔹 Reverse Proxy for Router Node installer script now automates: • Nginx install & config • Certbot SSL setup • Domain binding (e.g. router-dev-0.cortensor.netwo…) 🔹 Flow: Client → Cloudflare → Nginx → Router Node → Session Queue → Miners This makes Web2 REST API flow more secure & production-grade. Screenshot: curl works cleanly via Nginx HTTPS endpoint. #Cortensor #RouterNode #DevLog #Web2API #ReverseProxy #Nginx

🛠️ DevLog: Reverse Proxy for Router Node (Web2 API) To make the Web2 REST API production-ready, we’ve added NGINX reverse proxy support for Router Node: 🔗 github.com/cortensor/install… Why it matters: • Handles concurrent requests better • Manages CORS, timeouts, & load balancing • Enables secure, scalable REST endpoints This setup was running locally - now it’s added to the installer repo so anyone can run it in production environments. #Cortensor #RouterNode #Web2API #DevLog #DePIN #NGINX #Infra

🛠️ DevLog: Web2 REST API Refinement & Update (Router Node) We've refined non-completion endpoints on the Router Node API - as shown in the screenshots - for better Web2 DX. These include /info, /status, /miners, and /sessions. Identified Issue: Web2 flow breaks when multiple miners stream back on the same session - the router can’t yet determine which stream to forward to the client request. Post–Phase #3 Snapshot Plan: We'll debug this on DevNet6 with small test miner sets, then implement logic to deterministically select the correct stream. This is part of Phase #4’s goal: production-ready Web2 Web3 API parity. #Cortensor #RouterNode #Web2API #DecentralizedAI #DevNet5 #DevLog

🛠️ DevLog: Web2 REST API Preview API Key Auth Demo We’ve started testing our REST API from the browser using example dialogs inside the Dashboard. With this, developers can interact with router node endpoints like /completions and /info using static API keys. ✅ Basic API key auth is live ✅ Dialog supports cURL preview in-browser run ✅ Powered by real session inference via router → miner This enables the full Web2 pipeline: web browser → REST API → router node → session module → miner → response (WebSocket) → router → browser. Still early—only /info and /completions are functional—but it marks the first full e2e Web2 flow. 📌 Note: Dev-only for now, but an exciting milestone for future Web2 integrations. #Cortensor #DePIN #AI #DeveloperTools #Web2API

【第三页（4/5）】 这也是想要更加方便的去让大家去自己探索与发现，NFT-F从不限制用户与开发者的想象力，用这样自由组合搭建，去轻松链接各种其他web3协议，预言机与web2API接口，来产生无限多的可能性。比如可以使职位，特许经营权，或是金融产品NFT化，来极大的拓展目前NFT的应用场景。