Milvus vs Morphik
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Milvus
Open-source vector database built for scalable similarity search
VS
Morphik
Multimodal search and RAG over documents and images
| Feature | Milvus | Morphik |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | MIT |
| Language | Go | Python |
| Setup difficulty | Hard | Medium |
| Min. RAM | 4,096 MB | 2,048 MB |
| Deployment | docker, kubernetes, helm | docker |
| GitHub stars | ★ 45,556 | ★ 3,704 |
| First released | 2019 | 2024 |
| Replaces | Pinecone, Elasticsearch | Glean |
Why pick each one
Choose Morphik if…
- Released under the MIT license
- First-class Docker support for quick deployment
- Active community (3.7k GitHub stars)
- Written in Python
Frequently asked questions
Is Milvus or Morphik better?
Neither is universally better. Milvus has the larger community, while Morphik is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.
Are Milvus and Morphik free and open-source?
Yes. Milvus is licensed under Apache-2.0 and Morphik under MIT. Both can be self-hosted at no software cost.
Can I run Milvus and Morphik with Docker?
Milvus: yes. Morphik: yes.