Danswer vs Swirl
A side-by-side comparison of two self-hosted apps from related categories — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Danswer
AI assistant connected to your company's documents and apps
VS
Swirl
AI-powered metasearch across multiple data sources
| Feature | Danswer | Swirl |
|---|---|---|
| Category | Self-Hosted AI | Search Engines |
| License | MIT | Apache-2.0 |
| Language | Python | Python |
| Setup difficulty | Medium | Medium |
| Min. RAM | 4,096 MB | 2,048 MB |
| Deployment | docker, kubernetes | docker, source |
| GitHub stars | ★ 31,496 | ★ 3,040 |
| First released | 2023 | 2022 |
| Replaces | Glean, Guru | Glean |
Why pick each one
Choose Swirl if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Active community (3k GitHub stars)
- Written in Python
Frequently asked questions
Is Danswer or Swirl better?
Neither is universally better. Danswer has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are Danswer and Swirl free and open-source?
Yes. Danswer is licensed under MIT and Swirl under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Danswer and Swirl with Docker?
Danswer: yes. Swirl: yes.