RAGFlow vs Willow
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
RAGFlow
RAG engine with deep document understanding
VS
Willow
Open-source privacy-focused voice assistant hardware platform
| Feature | RAGFlow | Willow |
|---|---|---|
| Category | Self-Hosted AI | Self-Hosted AI |
| License | Apache-2.0 | Apache-2.0 |
| Language | Go | C |
| Setup difficulty | Medium | Hard |
| Min. RAM | 8,192 MB | 4,096 MB |
| Deployment | docker, kubernetes | docker, bare-metal |
| GitHub stars | ★ 87,057 | ★ 3,086 |
| First released | 2024 | 2023 |
| Replaces | NotebookLM | Amazon Alexa, Google Assistant |
Why pick each one
Choose RAGFlow if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 87.1k GitHub stars
Choose Willow if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Active community (3.1k GitHub stars)
- Written in C
Frequently asked questions
Is RAGFlow or Willow better?
RAGFlow is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Willow if its specific feature set fits your needs better.
Are RAGFlow and Willow free and open-source?
Yes. RAGFlow is licensed under Apache-2.0 and Willow under Apache-2.0. Both can be self-hosted at no software cost.
Can I run RAGFlow and Willow with Docker?
RAGFlow: yes. Willow: yes.