Software Alternatives, Accelerators & Startups

Tantivy VS MongoDB

Compare Tantivy VS MongoDB and see what are their differences

Tantivy logo Tantivy

🐎 On average 2x faster than Lucene πŸ”Ž Full-text search βš™οΈ Configurable tokenizer (stemming available for 17 languages) πŸš€ Tiny startup time (<10ms) ⌨️ Natural and Phrase Queries δ·΄ Range Queries πŸ›  Incremental Indexing πŸ’¨ Multi-threaded Indexing πŸ”© JSON F…

MongoDB logo MongoDB

MongoDB (from "humongous") is a scalable, high-performance NoSQL database.
  • Tantivy Landing page
    Landing page //
    2023-08-24
  • MongoDB Landing page
    Landing page //
    2023-10-21

Tantivy videos

LNX: Using Tantivy to Build One of the Fastest Search Engines Around | Harrison, Software Engineer

More videos:

  • Review - tantivy-search/tantivy - Grource visualisation

MongoDB videos

MySQL vs MongoDB

More videos:

  • Review - The Good and Bad of MongoDB
  • Review - what is mongoDB

Category Popularity

0-100% (relative to Tantivy and MongoDB)
Search Engine
100 100%
0% 0
Databases
0 0%
100% 100
Open Source
100 100%
0% 0
NoSQL Databases
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Tantivy and MongoDB

Tantivy Reviews

We have no reviews of Tantivy yet.
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MongoDB Reviews

Announcing FerretDB 1.0 GA - a truly Open Source MongoDB alternative
MongoDB is no longer open source. We want to bring MongoDB database workloads back to its open source roots. We are enabling PostgreSQL and other database backends to run MongoDB workloads, retaining the opportunities provided by the existing ecosystem around MongoDB.
16 Top Big Data Analytics Tools You Should Know About
The database added a new feature to its list of attributes called MongoDB Atlas. It is a global cloud database technology that allows to deploy a fully managed MongoDB across AWS, Google Cloud, and Azure with its built-in automation for resource, workload optimization and to reduce the time required to handle the database.
9 Best MongoDB alternatives in 2019
MongoDB is an open source NoSQL DBMS which uses a document-oriented database model. It supports various forms of data. However, in MongoDB data consumption is high due to de-normalization.
Source: www.guru99.com
20+ MongoDB Alternatives You Should Know About
If you’re not ready for a major migration effort, there is one more solution for you – Percona Server for MongoDB. Based on MongoDB Community, and enhanced by Percona with Enterprise Features, Percona Server for MongoDB offers 100% compatibility. As we wrote in a previous post, we commit to shipping a supported AGPL version until the situation around SSPL is clearly resolved.
Source: www.percona.com

Social recommendations and mentions

Based on our record, Tantivy should be more popular than MongoDB. It has been mentiond 28 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Tantivy mentions (28)

  • Rank Fusion for improved code context
    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 / 5 days ago
  • Tantivy – full-text search engine library inspired by Apache Lucene
    | 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 / 20 days ago
  • What is Hybrid Search?
    Tantivy - a full-text indexing library written in Rust. Has a great Performance and featureset. - Source: dev.to / 4 months ago
  • RAG Using Unstructured Data and Role of Knowledge Graphs
    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
  • Show HN: Quickwit – OSS Alternative to Elasticsearch, Splunk, Datadog
    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 / 5 months ago
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MongoDB mentions (15)

  • DocumentDB Elastic Cluster Pricing
    Does anyone know if the most basic Elastic Cluster instance of DocumentDB carries any monthly fixed cost or is it just on-demand cost? Another words if I run like 10,000 queries against the DB per month, what kind of bill would I expect? This is for a super small app. I am currently using mongodb free tier , but want to migrate everything to AWS. Can't seem to find a straight answer to the pricing question. Source: over 1 year ago
  • I wrote some scripts for converting the UTZOO Usenet archive to a Mongo Database
    You can use either MongoDB.com's dashboard (if you host a remote database) or Mongo Compass to run queries on the data or you can modify the express middleware with your own queries. I'm still working on the API, so it's not very robust yet. I will update this when it is. Source: over 1 year ago
  • Is the internet off in Russia ?
    Mongodb.com and many other services that don't work with russians anymore. Source: over 1 year ago
  • Unable to POST, Strange HTTP Response
    If I go to mongodb.com, I can see that no data has been posted to the database. However, the logs DO show that my requests have been received. Source: over 1 year ago
  • MongoDB, Inc. gives your information to other companies
    I recently made an account on mongodb.com, and soon after, I saw checked my Facebook advertisement settings and saw that MongoDB was targeting me through "uploaded a list to target you". Very likely they sell or use your information on/to other platforms and companies too. Source: almost 2 years ago
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What are some alternatives?

When comparing Tantivy and MongoDB, you can also consider the following products

Quickwit - Open-source &amp; cloud-native log management &amp; analytics

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

Apache Solr - Solr is an open source enterprise search server based on Lucene search library, with XML/HTTP and...

PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.

ElasticSearch - Elasticsearch is an open source, distributed, RESTful search engine.

MySQL - The world's most popular open source database