Cline vs RAGFlow
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?
Cline
Autonomous coding agent for your editor
VS
RAGFlow
RAG engine with deep document understanding
| Feature | Cline | RAGFlow |
|---|---|---|
| Category | Self-Hosted AI | Self-Hosted AI |
| License | Apache-2.0 | Apache-2.0 |
| Language | TypeScript | Go |
| Setup difficulty | Easy | Medium |
| Min. RAM | 512 MB | 8,192 MB |
| Deployment | source, binary | docker, kubernetes |
| GitHub stars | ★ 65,848 | ★ 87,057 |
| First released | 2024 | 2024 |
| Replaces | GitHub Copilot, Cursor | NotebookLM |
Why pick each one
Choose Cline if…
- Released under the Apache-2.0 license
- Easy to set up — beginner-friendly
- Mature project with 65.8k GitHub stars
- Written in TypeScript
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
Frequently asked questions
Is Cline or RAGFlow better?
Neither is universally better. RAGFlow has the larger community, while Cline is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are Cline and RAGFlow free and open-source?
Yes. Cline is licensed under Apache-2.0 and RAGFlow under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Cline and RAGFlow with Docker?
Cline: check the project docs for container support. RAGFlow: yes.