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Life & fun · alternatives · 2026

24 alternatives to BloomSearch – Keyword search with hierarchical Bloom filters

Hey HN! I got nerd-sniped by Bloom Filters this weekend, specifically for searching datasets with high "cardinality" (number of unique items). They're an _amazing_ data structure that, at a fixed size, tracks potential set membership. That means unlike normal b-tree indexes, they don't grow with the number of unique items in the dataset. This makes them great for "needle in a haystack" search (logs, document) as implementations like VictoriaMetrics and Bing's BitFunnel show. I've used them in the past, but they've never been center-stage in my projects. I wanted high cardinality keyword…

BloomSearch is a Go package that enables memory-efficient keyword search for high-cardinality datasets using hierarchical Bloom filters. It uses a fixed-size data structure that tracks set membership without growing… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1BA
  2. 2

    Cuckoo Filter implementation in Go, better than Bloom Filters (unmaintained) - irfansharif/cfilter

    2016 · github.com · its alternatives →

  3. 3BF

    2017 · sacert.github.io · its alternatives →

  4. 4

    Save hours doing keyword research

    2022 · keywordinsights.ai · its alternatives →

  5. 5

    A free keyword tool that uses Google's data relationships

    2018 · its alternatives →

  6. 6

    Neil Patel's free keyword research tool

    2018 · neilpatel.com · its alternatives →

  7. 7

    Cuckoo Filter: Practically better than bloom filter - vedhavyas/cuckoo-filter

    2017 · github.com · its alternatives →

  8. 8

    Boost relevance and UX with fast hybrid and semantic search

    2025 · meilisearch.com · its alternatives →

  9. 9

    Free keyword overview and suggestion tool

    2018 · neilpatel.com · its alternatives →

  10. 10

    Last summer we faced a conundrum at my company, Tiger Data, a Postgres cloud vendor whose main business is in timeseries data. We were trying to grow our business towards emerging AI-centric workloads and wanted to provide a state-of-the-art hybrid search stack in Postgres. We'd already built pgvectorscale in house with the goal of scaling semantic search beyond pgvector's main memory limitations. We just needed a scalable ranked keyword search solution too. The problem: core Postgres doesn't provide this; the leading Postgres BM25 extension, ParadeDB, is guarded behind AGPL; developing our…

    Mar 2026 · github.com · its alternatives →

  11. 11

    HNSW implementation in Rust. Reference: https://arxiv.org/ftp/arxiv/papers/1603/1603.09320.pdf - swapneel/hnsw-rust

    2024 · github.com · its alternatives →

  12. 12

    :crystal_ball: Scalable reverse image search built on Kubernetes and Elasticsearch - dsys/match

    2016 · github.com · its alternatives →

  13. 13

    Making it easier to discover datasets. Made by Google.

    2018 · datasetsearch.research.google.com · its alternatives →

  14. 14
    Bloom▲386

    A free and open source Google

    2019 · kerkour.com · its alternatives →

  15. 15

    Quickly research keywords with no sign ups or payments

    2025 · massiveonlinemarketing.nl · its alternatives →

  16. 16

    Neil Patel's free keyword research tool

    2019 · neilpatel.com · its alternatives →

  17. 17

    Free SEO Research Tool For Google Keywords

    2020 · seoscout.com · its alternatives →

  18. 18AS

    Hey all, Last time when we were on HackerNews [1], we received a lot of feedback, and we incorporated most of it. - We have changed our name from grep.help to usegrasp.com - A privacy policy page - Bulk import - Pricing page We are happy to introduce a new feature: a personalized answer search engine that provides direct citations to the content on the page. Demo: https://usegrasp.com/search?q=is+starship+fully+reusable%3F 1 - https://news.ycombinator.com/item?id=35510949

    2023 · usegrasp.com · its alternatives →

  19. 19FS

    Hi HN! This started late last year as an afternoon project to play around with ElasticSearch, and then I kept thinking of new features I wanted to add. I still have a lot of things I want to build, but now seemed like a good time to put it out there: even if the results aren’t nearly the quality I’d like, I’ve still found it useful and I want to show it off! I’ve been working on it since September 2021, but only in fits and starts. The entire thing runs on a computer in my living room (there’s a picture on the About page); I haven’t done any load testing so we’ll see how it holds up.

    2022 · search.feep.dev · its alternatives →

  20. 20SP

    Step into the future with Searchbase Cloud's AI-enhanced search capabilities. Effortless to integrate, intuitive to use, and built for insightful discoveries. Transform your data into action with the smartest search on the market. Join the revolution.

    2024 · searchbase.dev · its alternatives →

  21. 21
    ShapedQL▲211

    The SQL engine for search, feeds, and AI agents

    Jan 2026 · its alternatives →

  22. 22

    High-Performance GPU Cuckoo Filter. Contribute to tdortman/Cuckoo-GPU development by creating an account on GitHub.

    Jan 2026 · github.com · its alternatives →

  23. 23NF
  24. 24

    Full Text Search Engine - built for Hackers not Hyperscalers - 0xnyn/blaze

    2025 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →