Quivr vs SurfSense
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
| Feature | Quivr | SurfSense |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 84 · Excellent | 95 · Excellent |
| Category | Self-Hosted AI | Self-Hosted AI |
| License | Apache-2.0 | Apache-2.0 |
| Language | Python | Python |
| Setup difficulty | Medium | Medium |
| Min. RAM | 2,048 MB | 2,048 MB |
| Deployment | docker, bare-metal | docker, source |
| GitHub stars | ★ 39,553 | ★ 16,255 |
| First released | 2023 | 2024 |
| Replaces | NotebookLM | NotebookLM, Perplexity |
What are Quivr and SurfSense?
Quivr
Quivr is an open-source RAG framework that helps developers build personal knowledge assistants over documents. It focuses on making retrieval-augmented generation simple and embeddable into products.
- RAG framework
- Document ingestion
- Embeddable into apps
- Many file types
SurfSense
SurfSense is a self-hosted AI research assistant that connects to your documents, browser history, and external sources to answer questions with citations. It functions as a private alternative to NotebookLM and Perplexity.
- Cited research answers
- Connectors for many sources
- Local and cloud LLM support
- Podcast generation
Quivr vs SurfSense: key differences
Both projects are written in Python. Quivr has the considerably larger community, at 39,553 GitHub stars versus 16,255.
Why pick each one
Choose Quivr if…
- Developer-friendly RAG core
- Embeds into products
- Many file formats
Watch out for
- Requires LLM API keys
- Project scope shifted often
Choose SurfSense if…
- Answers with citations
- Many source connectors
- Private NotebookLM alternative
Watch out for
- Young project
- Multi-service stack
Frequently asked questions
Is Quivr or SurfSense better?
Neither is universally better. Quivr has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are Quivr and SurfSense free and open-source?
Yes. Quivr is licensed under Apache-2.0 and SurfSense under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Quivr and SurfSense with Docker?
Quivr: yes. SurfSense: yes.