Cheshire Cat AI vs Dify
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
Dify
Open-source platform for building production LLM apps
| Feature | Cheshire Cat AI | Dify |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 85 · Excellent | 100 · Excellent |
| Category | Self-Hosted AI | Self-Hosted AI |
| License | GPL-3.0 | Apache-2.0 |
| Language | Python | TypeScript |
| Setup difficulty | Medium | Medium |
| Min. RAM | 2,048 MB | 4,096 MB |
| Deployment | docker | docker, kubernetes, helm |
| GitHub stars | ★ 3,090 | ★ 157,021 |
| First released | 2023 | 2023 |
| Replaces | OpenAI Assistants | OpenAI Assistants, Vertex AI Agent Builder |
What are Cheshire Cat AI and Dify?
Cheshire Cat AI
Cheshire Cat AI is a framework for developing custom AI agents on top of any language model. It provides conversational memory, a plugin system, and a ready-to-use admin panel for building production assistants.
- Long-term memory
- Plugin marketplace
- Model-agnostic
- Admin dashboard
Dify
Dify is an LLM application development platform that combines workflow orchestration, RAG pipelines, agent capabilities, and observability. It lets teams build and operate generative AI applications with a visual interface.
- Visual workflow builder
- Built-in RAG engine
- Agent and tool support
- Prompt and dataset management
Cheshire Cat AI vs Dify: key differences
Cheshire Cat AI is written in Python, while Dify is built with TypeScript. Licensing differs — GPL-3.0 for Cheshire Cat AI versus Apache-2.0 for Dify. Cheshire Cat AI is the lighter option, starting around 2,048 MB of RAM against 4,096 MB for Dify. Dify has the considerably larger community, at 157,021 GitHub stars versus 3,090.
Why pick each one
Choose Cheshire Cat AI if…
- Released under the GPL-3.0 license
- First-class Docker support for quick deployment
- Active community (3.1k GitHub stars)
- Written in Python
Watch out for
- Plugin docs still maturing
- Requires LLM backend
Choose Dify if…
- Visual workflow builder
- Built-in RAG pipelines
- Growing plugin ecosystem
Watch out for
- Heavy multi-container stack
- Enterprise features paid
Frequently asked questions
Is Cheshire Cat AI or Dify better?
Neither is universally better. Dify has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are Cheshire Cat AI and Dify free and open-source?
Yes. Cheshire Cat AI is licensed under GPL-3.0 and Dify under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Cheshire Cat AI and Dify with Docker?
Cheshire Cat AI: yes. Dify: yes.
Which is lighter on resources, Cheshire Cat AI or Dify?
Cheshire Cat AI has the smaller minimum footprint at 2,048 MB of RAM, compared to about 4,096 MB for Dify. Real-world usage depends on library size, user count, and enabled features.