head to head · open source
generative-ai-for-beginners vs Envoy AI Gateway
generative-ai-for-beginners has 119,956 GitHub stars, 63,149 forks, 23 open issues and last shipped yesterday. Envoy AI Gateway has 2,115 stars, 378 forks, 285 open issues and last shipped yesterday. generative-ai-for-beginners leads on adoption by 5,572% (119,956 vs 2,115 stars). generative-ai-for-beginners is written in Jupyter Notebook under MIT; Envoy AI Gateway is written in Go under Apache-2.0. generative-ai-for-beginners has attracted 53% as many forks as stars, Envoy AI Gateway 18%. Envoy AI Gateway was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai), so they are genuine substitutes rather than adjacent tools.
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 | Envoy AI Gateway | |
|---|---|---|
| GitHub stars | ★ 120K | ★ 2.1K |
| License | MIT | Apache-2.0 |
| Written in | Jupyter Notebook | Go |
| Last push | 2026-09-17 | 2026-09-17 |
| Forks | ⑂ 63K | ⑂ 378 |
| 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 Envoy AI Gateway if
- You want the Envoy AI Gateway feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Go
- You evaluated both and Envoy AI Gateway 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 Envoy AI Gateway
Envoy AI Gateway is an open source control plane for AI and agent traffic, powered by Envoy. The README says the project is now Agent Router, an Agentic AI Foundation project, while the directory entry still uses the Envoy AI Gateway name. It lives in the Envoy, Envoy Gateway, Kubernetes, API gateway, LLM, and AI gateway ecosystem.
read the full Envoy AI Gateway overview →
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Frequently asked questions
Is generative-ai-for-beginners or Envoy AI Gateway more popular?
generative-ai-for-beginners has 119,956 GitHub stars and Envoy AI Gateway has 2,115. generative-ai-for-beginners has the larger community by that measure.
Are generative-ai-for-beginners and Envoy AI Gateway free?
Both are open source. generative-ai-for-beginners is licensed under MIT and Envoy AI Gateway under Apache-2.0. Neither carries a licence fee.
What is the difference between generative-ai-for-beginners and Envoy AI Gateway?
generative-ai-for-beginners is written in Jupyter Notebook and Envoy AI Gateway in Go. 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 Envoy AI Gateway?
Choose generative-ai-for-beginners if you want the larger community (119,956 stars) or its MIT licence terms. Choose Envoy AI Gateway if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.