Apps similar to Toshi include Meilisearch, which is open source but paid. Apache Solr and Carrot2 are free. Other options are Elasticsearch, Chroma DB, Qdrant and Milvus. In total there are nine Search Servers like Toshi for Linux, the web, self-hosting, Mac and Windows.
Meilisearch helps you shape a delightful search experience in a snap, offering features that work out-of-the-box to speed up your workflow.
France
EU
Unmatched relevance. Real-time insights. Anything is possible — when the precision of search meets the intelligence of AI.
NetherlandsEU
Solr is an open source enterprise search server based on Lucene search library, with XML/HTTP and JSON APIs. Its major features include powerful full-text search, hit highlighting, faceted search, dynamic clustering, database integration, and rich document handling.
United States
Carrot2 organizes your search results into topics. With an instant overview of what's available, you will quickly find what you're looking for.
PolandEU
United States
Qdrant (read: quadrant) is a vector similarity search engine and vector database. It provides a production-ready service with a convenient API to store, search, and manage points—vectors with an additional payload Qdrant is tailored to extended filtering support.
Milvus is an open-source vector database built to power embedding similarity search and AI applications. Milvus makes unstructured data search more accessible, and provides a consistent user experience regardless of the deployment environment.
United States
Elasticsearch client with query console, field-aware autocomplete, saved queries, and multi-cluster support. For ES 6.x-9.x.
ParadeDB is a modern Elasticsearch alternative built on Postgres. Built for real-time, update-heavy workloads.
United States
Germany
