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5 self-hosted Qdrant Cloud alternatives

Managed cloud service for Qdrant, an open-source vector database. Stores and indexes embedding vectors to provide fast nearest-neighbor retrieval for semantic search, recommendations, and RAG/LLM applications. Offers hosted clusters, APIs, scaling, and managed maintenance.

Alternatives to Qdrant Cloud

Meilisearch is a lightning-fast search engine API for apps and websites, offering typo-tolerant full-text search plus vector and AI-ready hybrid retrieval.

Meilisearch screenshot

59.2k stars2.7k forkslast commit Actively maintained

Typesense is a developer-friendly search engine for instant, typo-tolerant search-as-you-type with faceting, filtering, geo search, and vector/semantic search APIs.

Typesense screenshot

26.5k stars968 forksGPL-3.0last commit Actively maintained

OpenSearch is an Apache 2.0 open source distributed search and analytics engine for indexing, querying, and analyzing large-scale data with REST APIs.

13.7k stars2.9k forksApache-2.0last commit Actively maintained

Scalable enterprise search platform supporting full-text, vector, faceted and geospatial search with SolrCloud clustering and a web admin UI.

Apache Solr screenshot

1.7k stars861 forksApache-2.0last commit Actively maintained

What replacing Qdrant Cloud actually involves

Every option on this page is open source and free to run on your own hardware, so you own the data and there is no subscription to cancel. 5 of 5 shipped a commit in the last six months. Licences in this list: GPL-3.0, Apache-2.0. In exchange you take on hosting, backups and updates yourself.

Browse everything in Search & Indexing Engines.

Other tools people replace alongside Qdrant Cloud