# manticoresearch.com

> AI-optimized mirror of manticoresearch.com containing 50 pages totalling 14,773 words of clean markdown content, structured data, and semantic HTML. Original source: https://manticoresearch.com/. Last updated: 2026-06-12T11:53:46.099Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Articles & Blog Posts

- [ru/install/index.html](/content/ru/install/index.html) (1 words)
- [Integration of Manticore with Logstash/Filebeat](/content/blog/integration-of-manticore-with-logstash-filebeat/index.html): An example of how one can use the Logstash/Filebeat together with Manticore (789 words)
- [Manticore 团队的服务](/content/zh/services/index.html): Manticore Search 核心团队始终准备协助处理与 Manticore 产品相关的一切问题。Manticore Search 是一个易于使用、开源、快速的搜索数据库。现代、快速、轻量级、卓越的全文搜索功能。 (119 words)
- [Apache Superset Integration](/content/blog/manticoresearch-apache-superset-integration/index.html): Manticore Search - easy to use open source fast database for search (714 words)
- [About Manticore Search](/content/about/index.html): Manticore Search is an easy to use open source fast database for search. Modern, fast, light-weight, outstanding full-text search capabilities (1,053 words)
- [Как Indexfox построил AI-виджет поиска по сайту на Manticore](/content/ru/blog/how-indexfox-built-an-ai-site-search-widget-on-manticore.html): Indexfox — это AI-виджет поиска, который любой сайт может подключить одним тегом  (1,120 words)
- [ru/blog/prepared-statements/index.html](/content/ru/blog/prepared-statements/index.html) (1 words)
- [zh/blog/how-indexfox-built-an-ai-site-search-widget-on-manticore.html](/content/zh/blog/how-indexfox-built-an-ai-site-search-widget-on-manticore.html) (1 words)
- [blog/manticore-php-demo/index.html](/content/blog/manticore-php-demo/index.html) (1 words)
- [为什么监控搜索引擎很重要：Manticore → Prometheus → Grafana](/content/zh/blog/grafana-dashboard-full/index.html): 通过一个 Docker 命令启动 Manticore Search 的完整监控堆栈，并立即获得包含 21 个开箱即用警报的生产就绪 Grafana 仪表板。 (207 words)
- [blog/parallel-chunk-merging/index.html](/content/blog/parallel-chunk-merging/index.html) (1 words)
- [blog/how-to-make-searches-like-xt850-match-xt-850/index.html](/content/blog/how-to-make-searches-like-xt850-match-xt-850/index.html) (1 words)
- [blog/how-to-speed-up-phrase-search-with-bigram-index/index.html](/content/blog/how-to-speed-up-phrase-search-with-bigram-index/index.html) (1 words)
- [blog/knn-early-termination/index.html](/content/blog/knn-early-termination/index.html) (1 words)
- [zh/blog/parallel-chunk-merging/index.html](/content/zh/blog/parallel-chunk-merging/index.html) (1 words)
- [Manticore Search 25.0.0](/content/zh/blog/manticore-search-25-0-0/index.html): Manticore Search 25.0.0 带来了更简单的捆绑包，新的自动嵌入控制，混合搜索，KNN 预过滤，S3 兼容的备份，更快的 OPTIMIZE 以及预处理语句。 (264 words)
- [zh/blog/manticore-php-demo/index.html](/content/zh/blog/manticore-php-demo/index.html) (1 words)
- [Manticore Search 25.0.0](/content/blog/manticore-search-25-0-0/index.html): Manticore Search 25.0.0 brings a simpler bundle package, new auto-embedding controls, hybrid search, KNN prefiltering, S3-compatible backups, faster OPTIMIZE, and prepared statements. (990 words)
- [zh/blog/how-to-speed-up-phrase-search-with-bigram-index/index.html](/content/zh/blog/how-to-speed-up-phrase-search-with-bigram-index/index.html) (1 words)
- [zh/blog/how-to-make-searches-like-xt850-match-xt-850/index.html](/content/zh/blog/how-to-make-searches-like-xt850-match-xt-850/index.html) (1 words)
- [zh/blog/the-evolution-of-more-like-this/index.html](/content/zh/blog/the-evolution-of-more-like-this/index.html) (1 words)
- [ru/blog/parallel-chunk-merging/index.html](/content/ru/blog/parallel-chunk-merging/index.html) (1 words)
- [ru/blog/knn-prefiltering/index.html](/content/ru/blog/knn-prefiltering/index.html) (1 words)
- [zh/index.html](/content/zh/index.html) (1 words)
- [zh/blog/knn-early-termination/index.html](/content/zh/blog/knn-early-termination/index.html) (1 words)
- [ru/blog/hybrid-search/index.html](/content/ru/blog/hybrid-search/index.html) (1 words)
- [ru/blog/manticore-search-25-0-0/index.html](/content/ru/blog/manticore-search-25-0-0/index.html) (1 words)
- [How Indexfox Built an AI Site-Search Widget on Manticore](/content/blog/how-indexfox-built-an-ai-site-search-widget-on-manticore.html): Indexfox is an AI search widget that any website can drop in with a single  (1,160 words)
- [ru/blog/manticore-php-demo/index.html](/content/ru/blog/manticore-php-demo/index.html) (1 words)
- [Manticore Search 中的 KNN 预过滤](/content/zh/blog/knn-prefiltering/index.html): 解释了 Manticore 中的 KNN 预过滤如何在向量搜索期间应用属性过滤器，ACORN-1 和暴力回退何时触发，以及何时仍应优先使用后过滤。 (320 words)
- [ru/blog/how-to-speed-up-phrase-search-with-bigram-index/index.html](/content/ru/blog/how-to-speed-up-phrase-search-with-bigram-index/index.html) (1 words)
- [ru/blog/the-evolution-of-more-like-this/index.html](/content/ru/blog/the-evolution-of-more-like-this/index.html) (1 words)
- [ru/blog/how-to-make-searches-like-xt850-match-xt-850/index.html](/content/ru/blog/how-to-make-searches-like-xt850-match-xt-850/index.html) (1 words)
- [ru/blog/knn-early-termination/index.html](/content/ru/blog/knn-early-termination/index.html) (1 words)
- [ru/index.html](/content/ru/index.html) (1 words)
- [Manticore的客户和用户](/content/zh/clients/index.html): 看看公司如何利用Manticore Search克服他们的挑战。Manticore Search是一个易于使用的开源快速搜索数据库。现代、快速、轻量级、卓越的全文搜索功能 (121 words)
- [Monitor Manticore Search in Grafana with One Command](/content/blog/grafana-dashboard-docker/index.html): Start a complete monitoring stack for Manticore Search with one Docker command and get a ready-to-use Grafana dashboard with built-in alerts. (927 words)
- [KNN prefiltering in Manticore Search](/content/blog/knn-prefiltering/index.html): Explains how KNN prefiltering in Manticore applies attribute filters during vector search, when ACORN-1 and brute-force fallback kick in, and when postfiltering is still preferable. (1,349 words)
- [Monitor Manticore Search in Grafana with One Command](/content/zh/blog/grafana-dashboard-docker/index.html): Start a complete monitoring stack for Manticore Search with one Docker command and get a ready-to-use Grafana dashboard with built-in alerts. (114 words)
- [Почему важно мониторить поисковую систему: Manticore → Prometheus → Grafana](/content/ru/blog/grafana-dashboard-full/index.html): Запустите полный стек мониторинга для Manticore Search одной Docker-командой и получите готовый для продакшена дашборд Grafana с 21 алертом из коробки. (978 words)
- [Why monitoring your search engine matters: Manticore → Prometheus → Grafana](/content/blog/grafana-dashboard-full/index.html): Launch a complete monitoring stack for Manticore Search in one Docker command and get a production-ready Grafana dashboard with 21 alerts out of the box. (1,073 words)
- [[Manticore Search 中的 KNN 早期终止](/content/zh/blog/knn-early-termination/ "Manticore Search 中的 KNN 早期终止"/index.html)](/content/zh/blog/index.html): 了解更多关于 Manticore Search – 最快的搜索数据库和 Elasticsearch 最佳开源替代方案。 (132 words)
- [[KNN early termination in Manticore Search](/content/blog/knn-early-termination/ "KNN early termination in Manticore Search"/index.html)](/content/blog/index.html): Learn more about Manticore Search – the fastest search database and the best open-source alternative to Elasticsearch. (293 words)
- [Мониторинг Manticore Search в Grafana одной командой](/content/ru/blog/grafana-dashboard-docker/index.html): Запустите полный стек мониторинга для Manticore Search одной Docker-командой и получите готовый к работе дашборд Grafana со встроенными алертами. (782 words)
- [Manticore's Clients and Users](/content/clients/index.html): See how Manticore Search is used by companies to overcome their challenges. Manticore Search is an easy to use open source fast database for search. Modern, fast, light-weight, outstanding full-text search capabilities (616 words)
- [Клиенты и пользователи Manticore](/content/ru/clients/index.html): Посмотрите, как компании используют Manticore Search для преодоления своих проблем. Manticore Search — простая в использовании открытая быстрая база данных для поиска. Современные, быстрые, легковесные, выдающиеся возможности полнотекстового поиска. (569 words)
- [[Раннее завершение KNN-поиска в Manticore Search](/content/ru/blog/knn-early-termination/ "Раннее завершение KNN-поиска в Manticore Search"/index.html)](/content/ru/blog/index.html): Узнайте больше о Manticore Search – самой быстрой поисковой базе данных и лучшей открытой альтернативе Elasticsearch. (286 words)
- [让我们见面](/content/zh/clients/indexfox/index.html): Indexfox 提供由 AI 驱动的站内搜索小组件，可自动抓取客户网站，并提供关键词 + 语义混合搜索和直接 AI 答案。它面向所有希望改进站内搜索、但不想自建搜索基础设施的团队。 (90 words)
- [Let's Meet](/content/clients/indexfox/index.html): Indexfox provides an AI-powered site-search widget that crawls a customer's website automatically and serves hybrid keyword + semantic search with direct AI answers. Built for any team that wants better on-site search without running their own search infrastructure. (341 words)
- [Давайте встретимся](/content/ru/clients/indexfox/index.html): Indexfox предоставляет виджет ИИ-поиска по сайту: он автоматически обходит сайт клиента и дает гибридный поиск по ключевым словам и семантике с прямыми ответами ИИ. Решение создано для команд, которым нужен более качественный поиск на сайте без собственной поисковой инфраструктуры. (341 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives