Milvus vs Lucene Note Solr-alt Toshi
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
Lucene Note Solr-alt Toshi
Full-text search server built on the Tantivy engine
| Feature | Milvus | Lucene Note Solr-alt Toshi |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | MIT |
| Language | Go | Rust |
| Setup difficulty | Hard | Medium |
| Min. RAM | 4,096 MB | 256 MB |
| Deployment | docker, kubernetes, helm | docker, binary |
| GitHub stars | ★ 45,556 | ★ 4,256 |
| First released | 2019 | 2018 |
| Replaces | Pinecone, Elasticsearch | Elasticsearch |
Why pick each one
Choose Lucene Note Solr-alt Toshi if…
- Lightweight search server
- Familiar API style
Frequently asked questions
Is Milvus or Lucene Note Solr-alt Toshi better?
Neither is universally better. Milvus has the larger community, while Lucene Note Solr-alt Toshi is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.
Are Milvus and Lucene Note Solr-alt Toshi free and open-source?
Yes. Milvus is licensed under Apache-2.0 and Lucene Note Solr-alt Toshi under MIT. Both can be self-hosted at no software cost.
Can I run Milvus and Lucene Note Solr-alt Toshi with Docker?
Milvus: yes. Lucene Note Solr-alt Toshi: yes.