head to head · open source
generative-ai-for-beginners vs agency-agents-zh
generative-ai-for-beginners has 122,853 GitHub stars, 65,741 forks, 23 open issues and last shipped yesterday. agency-agents-zh has 21,802 stars, 3,504 forks, 1 open issues and last shipped 7 days ago. generative-ai-for-beginners leads on adoption by 463% (122,853 vs 21,802 stars). generative-ai-for-beginners is written in Jupyter Notebook under MIT; agency-agents-zh is written in Shell under MIT. generative-ai-for-beginners has attracted 54% as many forks as stars, agency-agents-zh 16%. generative-ai-for-beginners was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| generative-ai-for-beginners | agency-agents-zh | |
|---|---|---|
| GitHub stars | ★ 123K | ★ 22K |
| License | MIT | MIT |
| Written in | Jupyter Notebook | Shell |
| Last push | 2026-11-02 | 2026-10-27 |
| Forks | ⑂ 66K | ⑂ 3.5K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick generative-ai-for-beginners if
- You weight community size — 123K stars and counting
- You want the MIT license terms
- Your stack matches Jupyter Notebook
- You value the larger contributor base for long-term maintenance
pick agency-agents-zh if
- You want the agency-agents-zh feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Shell
- You evaluated both and agency-agents-zh fits your workflow better
About generative-ai-for-beginners
21 Lessons teaching everything you need to know to start building Generative AI applications 🌐 Multi Language Support Supported via GitHub Action (Automated & Always Up to Date) Arabic Bengali Bulgarian Burmese (Myanmar) Chinese (Simplified) Chinese (Traditional, Hong Kong) Chinese (Traditional, Macau) Chinese (Traditional, Taiwan) Croatian Czech Danish Dutch Estonian Finnish French German Greek Hebrew Hindi Hungarian Indonesian Italian Japanese Kannada Khmer Korean Lithuanian Malay Malayalam Marathi Nepali Nigerian Pidgin Norwegian Persian (Farsi) Polish Portuguese (Brazil) Portuguese (Portugal) Punjabi…
read the full generative-ai-for-beginners overview →
About agency-agents-zh
agency agents 中文版（AI 智能体专家团队） 🌐 简体中文 繁體中文 English (upstream) 277 个即插即用的 AI 专家角色 — 覆盖公司经营（CEO/CTO/CMO/COO/CPO/CFO）、工程、设计、营销、产品、游戏、安全、GIS、金融等 20 个部门。不是通用提示词模板，每个智能体都有独立的人设、专业流程和可交付成果。支持 Claude Code / Cursor / Copilot 等 20 种 AI 编程工具。 agency agents 的中文社区版。在完整翻译上游的基础上，新增了 63 个中国市场原创智能体（小红书、抖音、微信、B站、飞书、钉钉等平台运营，以及跨境电商、政务ToG、医疗合规、Qt 工业上位机、机械设计、畜禽养殖档案核对等垂直领域）。 想更好地用起来，或想给团队打造统一的智能体工作台？下载桌面客户端（原生 App，免装 Node，macOS / Windows / Linux），或在线体验 ao.aiolaola.com/experts。 📊 项目规模 📖 官方配套课程 → AI 专家团队实战（35 节，免费）：手把手把这仓 277 位专家用成一支团队——单兵点名、自动组队、一人公司全流程，桌面端零代码教学。另有 从零学会 AI 编程（182 节）＋ 从零构建 AI 智能体（40 节）（站上共 13 门课、648 节， 全部 ¥0 ——另有 AI…
read the full agency-agents-zh overview →
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Frequently asked questions
Is generative-ai-for-beginners or agency-agents-zh more popular?
generative-ai-for-beginners has 122,853 GitHub stars and agency-agents-zh has 21,802. generative-ai-for-beginners has the larger community by that measure.
Are generative-ai-for-beginners and agency-agents-zh free?
Both are open source. generative-ai-for-beginners is licensed under MIT and agency-agents-zh under MIT. Neither carries a licence fee.
What is the difference between generative-ai-for-beginners and agency-agents-zh?
generative-ai-for-beginners is written in Jupyter Notebook and agency-agents-zh in Shell. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, generative-ai-for-beginners or agency-agents-zh?
Choose generative-ai-for-beginners if you want the larger community (122,853 stars) or its MIT licence terms. Choose agency-agents-zh if its feature set, stack or MIT licence fits better. Both are self-hostable.