Fun fact: We've implemented binary embedding search [1] without the need for a specialized vector database. Instead, we create dimensional tokens like 'embedding_0_0', 'embedding_1_0', and so on, and we harness the robust capabilities of Tantivy [2]. We're really satisfied with the exceptional quality and performance this approach yields. Moreover, Tabby remains a single binary, integrating all these components... - Source: Hacker News / 17 days ago

| Hm, I am interested, but I would love to use it as a rust lib and just have rust types instead of some json config... Yes that's how you use tantivy normally, not sure which json config you mean. `tantivy-cli` is more like a showcase, https://github.com/quickwit-oss/tantivy is the actual project. - Source: Hacker News / about 1 month ago

Tantivy - a full-text indexing library written in Rust. Has a great Performance and featureset. - Source: dev.to / 5 months ago

By this I presume you mean build a search index that can retrieve results based on keywords? I know certain databases use Lucene to build a keyword-based index on top of unstructured blobs of data. Another alternative is to use Tantivy (https://github.com/quickwit-oss/tantivy), a Rust version of Lucene, if building search indices via Java isn't your cup of tea... - Source: Hacker News / 5 months ago

We also implemented our schemaless columnar storage optimized for object storage. The inverted index and columnar storage are part of tantivy [0], which is the fastest search library out there. We maintain it and we decided to build the distributed engine on top of it. [0] tantivy github repo: https://github.com/quickwit-oss/tantivy. - Source: Hacker News / 6 months ago

There are already many project about search: - https://www.marginalia.nu/ - https://searchmysite.net/ - https://lucene.apache.org/ - elastic search - https://presearch.com/ - https://stract.com/ - https://wiby.me/ I think that all project are fun. I would like to see one succeeding at reaching mainstream level of attention. I have also been gathering links meta data for some time. Maybe I will use them to feed any... - Source: Hacker News / 4 months ago

Elasticsearch is based on Lucene and is used by various companies and developers across the world to build custom search solutions. - Source: dev.to / 5 months ago

Elastic search is kinda heavyweight infra for a small project. Its built on top of apache lucene (https://lucene.apache.org), which you can use directly. Source: 12 months ago

Elasticsearch is based on Lucene, which is built in Java. This means that monitoring the Java Virtual Machine (JVM) memory is crucial to understand the current usage of the whole system. - Source: dev.to / about 1 year ago

Apache Lucene which seems to have a lot more features than Elasticsearch. Source: about 1 year ago