head to head · open source
generative-ai-for-beginners vs cli
generative-ai-for-beginners has 119,980 GitHub stars, 63,157 forks, 23 open issues and last shipped 2 days ago. cli has 31,040 stars, 1,840 forks, 131 open issues and last shipped 2 days ago. generative-ai-for-beginners leads on adoption by 287% (119,980 vs 31,040 stars). generative-ai-for-beginners is written in Jupyter Notebook under MIT; cli is written in Rust under Apache-2.0. generative-ai-for-beginners has attracted 53% as many forks as stars, cli 6%. cli 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 | cli | |
|---|---|---|
| GitHub stars | ★ 120K | ★ 31K |
| License | MIT | Apache-2.0 |
| Written in | Jupyter Notebook | Rust |
| Last push | 2026-09-17 | 2026-09-17 |
| Forks | ⑂ 63K | ⑂ 1.8K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick generative-ai-for-beginners if
- You weight community size — 120K 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 cli if
- You want the cli feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Rust
- You evaluated both and cli fits your workflow better
About generative-ai-for-beginners
Generative AI for Beginners is Microsoft's free, MIT licensed curriculum of 21 Jupyter Notebook lessons that teaches developers how to start building generative AI applications, aimed at newcomers who want a structured, self paced path instead of scattered documentation.
read the full generative-ai-for-beginners overview →
About cli
gws is a command line tool for Google Workspace, written in Rust and released under the Apache 2.0 license. It provides a single interface for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and the wider set of Workspace APIs. Rather than shipping a fixed list of commands, it reads Google's own Discovery Service at runtime and builds its entire command surface dynamically, so new API endpoints and methods appear without a CLI release. The project lives in the Google Workspace ecosystem and is explicitly not an officially supported Google product.
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Frequently asked questions
Is generative-ai-for-beginners or cli more popular?
generative-ai-for-beginners has 119,980 GitHub stars and cli has 31,040. generative-ai-for-beginners has the larger community by that measure.
Are generative-ai-for-beginners and cli free?
Both are open source. generative-ai-for-beginners is licensed under MIT and cli under Apache-2.0. Neither carries a licence fee.
What is the difference between generative-ai-for-beginners and cli?
generative-ai-for-beginners is written in Jupyter Notebook and cli in Rust. 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 cli?
Choose generative-ai-for-beginners if you want the larger community (119,980 stars) or its MIT licence terms. Choose cli if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.