RediSearch vs Vespa

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?
FeatureRediSearchVespa
CategorySearch EnginesSearch Engines
LicenseRSALv2Apache-2.0
LanguageRustJava
Setup difficultyMediumHard
Min. RAM512 MB4,096 MB
Deploymentdocker, kubernetes, binarydocker, kubernetes, bare-metal
GitHub stars★ 6,205★ 7,043
First released20172017
ReplacesElasticsearch, AlgoliaElasticsearch, Algolia

Why pick each one

Choose RediSearch if…

  • Very fast, in-memory
  • Reuses existing Redis
RediSearch details

Choose Vespa if…

  • Extremely powerful and scalable
  • Built-in ML ranking
Vespa details

Frequently asked questions

Is RediSearch or Vespa better?

Neither is universally better. Vespa has the larger community, while RediSearch is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.

Are RediSearch and Vespa free and open-source?

Yes. RediSearch is licensed under RSALv2 and Vespa under Apache-2.0. Both can be self-hosted at no software cost.

Can I run RediSearch and Vespa with Docker?

RediSearch: yes. Vespa: yes.

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