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Toshi Alternatives
Similar projects and alternatives to Toshi
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MeiliSearch
A lightning-fast search engine that fits effortlessly into your apps, websites, and workflow.
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sonic
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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lnx
⚡ Insanely fast, 🌟 Feature-rich searching. lnx is the adaptable, typo tollerant deployment of the tantivy search engine.
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scaphandre
⚡ Energy consumption metrology agent. Let "scaph" dive and bring back the metrics that will help you make your systems and applications more sustainable !
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tantivy
Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust
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manticoresearch
Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon
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zincsearch
ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go.
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zinc
ZincSearch. A lightweight alternative to elasticsearch that requires minimal resources, written in Go. [Moved to: https://github.com/zinclabs/zinc] (by prabhatsharma)
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orama
🌌 Fast, in-memory, typo-tolerant, full-text and vector search engine in <2kb.
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linkding
Self-hosted bookmark manager that is designed be to be minimal, fast, and easy to set up using Docker.
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OpenSearch-Dashboards
📊 Open source visualization dashboards for OpenSearch.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better Toshi alternative or higher similarity.
Toshi reviews and mentions
Posts with mentions or reviews of Toshi.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-20.
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Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more...
I don't think you have an active project that addresses all those use cases. There was an attempt in Rust with Toshi that is built on top of tantivy, but the project seems to have stalled.
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An alternative to Elasticsearch that runs on a few MBs of RAM
You're right I should put bleve on there as well. This isn't even the whole list. Toshi (https://github.com/toshi-search/Toshi) is also out there...
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Postgres Full Text Search vs. the Rest
I wish we had an extension like ZomboDB but using a lighter search engine like https://github.com/quickwit-oss/quickwit, https://github.com/toshi-search/Toshi and https://github.com/mosuka/bayard
Here I'm listing engines based on https://github.com/quickwit-oss/tantivy - tantivy is comparable to Lucene in its scope - but I'm sure there are other engines that could tackle ElasticSearch.
Another thing that could happen is maybe directly embed tantivy in Postgres using an extension, perhaps this could be an option too.
Yup! I'd heard of Quickwit and sonic, but Quickwit seems to have pivoted to being a log-search focused engine. It's built on Tantivy[0] IIRC so I could have used something like Toshi[1].
Sonic[2] I know much less about but it also seems good. Honestly anything except ES is what I like to hear about (though OpenSearch is interesting).
Another thing I think the world really needs is a CLI +/- API tool (ideally rust lib + CLI + API) that unifies interacting with these things. I got REALLY close to writing it while working on this article, but I was already running late and I have a penchant for yak shaving.
This won't be the last thing I write about search engines -- there's been a LOT of movement in the space that has nothing to do with the elastic/opensearch debacle and I don't see enough tires getting kicked.
[0]: https://github.com/quickwit-oss/tantivy
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Ask HN: Does anybody still use bookmarking services?
I do something similar, though I index the page myself via a little browser extension I wrote. I click a button, the content gets POSTed to a server that throws it in Toshi[1]. I hacked it together on a Saturday, and it's been pretty handy; as you describe, much more useful than any bookmarking approach I've tried before.
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*set Edge as default browser*
There is some incredible work being done in the web department, frameworks like rocket.rs and actix.rs are amazing. To get the latest info on web development in Rust, check arewewebyet.org. It doesn't list Toshi though, which is weird.
- Zinc Search engine. A lightweight alternative to elasticsearch that requires minimal resources, written in Go.
- Zinc Search engine. A lightweight alternative to Elasticsearch written in Go
- AWS releases forked Elasticsearch code. Announces new name: OpenSearc
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 Dec 2023
Stats
Basic Toshi repo stats
12
4,038
0.0
4 days ago
toshi-search/Toshi is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of Toshi is Rust.
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