head to head · open source
generative-ai-for-beginners vs Envoy AI Gateway
generative-ai-for-beginners has 122,853 GitHub stars, 65,741 forks, 23 open issues and last shipped yesterday. Envoy AI Gateway has 2,334 stars, 445 forks, 285 open issues and last shipped 5 days ago. generative-ai-for-beginners leads on adoption by 5,164% (122,853 vs 2,334 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 54% as many forks as stars, Envoy AI Gateway 19%. generative-ai-for-beginners 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 | ★ 123K | ★ 2.3K |
| License | MIT | Apache-2.0 |
| Written in | Jupyter Notebook | Go |
| Last push | 2026-11-02 | 2026-10-29 |
| Forks | ⑂ 66K | ⑂ 445 |
| 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 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
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 Envoy AI Gateway
The open source control plane for AI and agent traffic, powered by Envoy. An Agentic AI Foundation project. Formerly Envoy AI Gateway . Documentation · Quickstart · Blog · Release Notes · Talks Agent Router Agent Router gives application teams one consistent, OpenAI compatible API for every model and tool, from hosted providers to self hosted inference and MCP servers. Platform teams keep credentials, routing, quotas, failover, and usage attribution in one place, enforced by Envoy and Envoy Gateway. Agent Router controls. Envoy carries. Formerly Envoy AI Gateway Envoy AI Gateway is now Agent Router , an Agentic…
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 122,853 GitHub stars and Envoy AI Gateway has 2,334. 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 (122,853 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.