# Manticore 博客 – 关于技术、搜索数据库和开源的帖子 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。 ## Pages - [About Columnar storage in Manticore Search](/zh/blog/mcl/index.md.md) - [About new Real-Time mode](/zh/blog/rt-mode/index.md.md) - [About startup, mmap, mlock and --force-preread](/zh/blog/about-startup-mmap-mlock-and-force-preread/index.md.md) - [About Versioning in Manticore](/zh/blog/semver/index.md.md) - [Advanced Full-Text Matching with Manticore Search's REGEX Operator](/zh/blog/regexp/index.md.md) - [Announcing Manticore Search – a Feature-Rich Open Source Full-Text Search Engine](/zh/blog/announcing-manticore-search-a-feature-rich-open-source-full-text-search-engine/index.md.md) - [Apache Superset Integration](/zh/blog/manticoresearch-apache-superset-integration/index.md.md) - [Autocomplete: Making Search More User-Friendly](/zh/blog/autocomplete-the-predictive-search/index.md.md) - [Azure AI 搜索与 Manticore 搜索对比](/zh/blog/azure-ai-search-vs-manticore/index.md.md) - [Basics of Manticore Indexes](/zh/blog/basics-of-manticore-indexes/index.md.md) - [Benchmark: Manticore 3 vs Sphinx 3 - now even faster](/zh/blog/benchmark_manticore3_vs_sphinx3/index.md.md) - [Beta testers wanted for pseudo-sharding](/zh/blog/beta-testers-wanted-for-pseudo-sharding/index.md.md) - [Building 1M docs index having no one real doc](/zh/blog/building-1m-docs-index-having-no-one-real-doc/index.md.md) - [Building a Reverse Image Search app with Manticore Search](/zh/blog/reverse-image-search-demo/index.md.md) - [Building and testing Manticore Search](/zh/blog/building-and-testing-manticore-search-manually-with-docker/index.md.md) - [Can Manticore work without MySQL?](/zh/blog/can-manticore-work-without-mysql/index.md.md) - [Creating Tables in Manticore Search: The Complete Guide](/zh/blog/create_table/index.md.md) - [Debian Buster support](/zh/blog/debian-buster-support/index.md.md) - [Default charset tables and stopwords files](/zh/blog/default-charset-tables-and-stopwords-files/index.md.md) - [Demo: GitHub search with Manticore Search](/zh/blog/manticoresearch-github-issue-search-demo/index.md.md) - [Dictionary types: CRC vs keywords](/zh/blog/dictionary-types-crc-vs-keywords/index.md.md) - [Did you mean](/zh/blog/did-you-mean/index.md.md) - [Elasticsearch -> Manticore Search data migration tool](/zh/blog/elasticsearch-manticore-search-data-migration-tool/index.md.md) - [Faceted search](/zh/blog/faceted-search/index.md.md) - [FATAL: port 0 is out of range](/zh/blog/fatal-port-0-is-out-of-range/index.md.md) - [From SphinxSE to FEDERATED](/zh/blog/from-sphinxse-to-federated/index.md.md) - [Full-text Search vs Vector Search](/zh/blog/vector-search-vs-full-text-search/index.md.md) - [Full-Text Search vs. Semantic Search: Exploring Advanced Search Technologies](/zh/blog/semantic-search-vs-full-text-search/index.md.md) - [Fuzzy Search vs Lexical Search: Understanding Modern Search Techniques](/zh/blog/fuzzy-search-vs-lexical-search/index.md.md) - [Fuzzy Search vs. Semantic Search: Unraveling Advanced Search Technologies](/zh/blog/fuzzy-search-vs-semantic-search/index.md.md) - [Fuzzy Search vs. Vector Search: Exploring Modern Search Technologies](/zh/blog/fuzzy-search-vs-vector-search/index.md.md) - [Go client for Manticore Search](/zh/blog/go-client-for-manticore-search/index.md.md) - [Grafana 集成](/zh/blog/manticoresearch-grafana-integration/index.md.md) - [How ClauseBase Uses Manticore Vector Search to Improve Contract Drafting](/zh/blog/how-clausebase-uses-manticore-vector-search-to-improve-contract-drafting/index.md.md) - [How kill-lists changed in Manticore Search 3](/zh/blog/how-kill-lists-changed-in-manticore-search-3/index.md.md) - [How to highlight search results](/zh/blog/how-to-highlight-search-results/index.md.md) - [How to use Elasticdump with Manticore](/zh/blog/how-to-use-elasticdump-with-manticore/index.md.md) - [How We Added Autocomplete to Our GitHub Search Demo](/zh/blog/github-demo-how-we-added-autocomplete/index.md.md) - [HTTP JSON API 简介](/zh/blog/an-introduction-to-the-http-json-api/index.md.md) - [Improvements in Manticore Search 2.7: local indexes management](/zh/blog/improvements-in-manticore-search-2-7-local-indexes-management/index.md.md) - [Improvements in Manticore Search 2.7: networking](/zh/blog/improvements-in-manticore-search-2-7-networking/index.md.md) - [Indexes load at startup](/zh/blog/indexes-load-at-startup/index.md.md) - [Installing Manticore Search from Manticore yum repository](/zh/blog/installing-manticore-search-from-manticore-yum-repository/index.md.md) - [Integration of Manticore with Fluentbit](/zh/blog/integration-of-manticore-with-fluentbit/index.md.md) - [Integration of Manticore with Vector.dev](/zh/blog/integration-of-manticore-with-vectordev/index.md.md) - [Interactive online courses](/zh/blog/interactive-online-courses/index.md.md) - [Introducing Buddy: the PHP sidecar for Manticore Search](/zh/blog/manticoresearch-buddy-intro/index.md.md) - [Introducing Vector Quantization in Manticore Search](/zh/blog/quantization/index.md.md) - [Introduction in replication course](/zh/blog/introduction-in-replication-course/index.md.md) - [Introduction to full-text operators and basic search](/zh/blog/manticore-full-text-operators-definitive-guide/index.md.md) - [Introduction to replication for percolate indexes](/zh/blog/introduction-to-replication-for-percolate-indexes/index.md.md) - [Lexical Search vs. Semantic Search: Understanding the Differences and Use Cases](/zh/blog/lexical-search-vs-semantic-search/index.md.md) - [Lexical Search vs. Vector Search: Exploring the Differences and Key Aspects](/zh/blog/lexical-search-vs-vector-search/index.md.md) - [Manticore 2.7.5 与 Sphinx 3.1.1](/zh/blog/manticore-2-7-5-vs-sphinx-3-1-1/index.md.md) - [Manticore 2.8.2 vs 3.0 - 2x faster in some tests](/zh/blog/benchmark_manticore28_vs_3/index.md.md) - [Manticore 3.4.0: online schema change, new PHP client and docker image](/zh/blog/manticore-3-4-0-online-schema-change-new-php-client-and-docker-image/index.md.md) - [Manticore 3.5.0: new multitasking mode, 50+ bugfixes, new manual, APT repo and more](/zh/blog/manticore-3-5-0-new-multitasking-mode-50-bugfixes-new-manual-apt-repo-and-more/index.md.md) - [Manticore Buddy: challenges and solutions](/zh/blog/manticoresearch-buddy-challenges-and-solutions/index.md.md) - [Manticore Buddy: pluggable design](/zh/blog/manticoresearch-buddy-pluggable-design/index.md.md) - [Manticore Buddy: pluggable design v2](/zh/blog/manticoresearch-buddy-pluggable-design-v2/index.md.md) - [Manticore Load Emulator](/zh/blog/manticore-load/index.md.md) - [Manticore Search - RT mode - index administration Definitive Guide](/zh/blog/manticoresearch-rt-mode-index-administration-definitive-guide/index.md.md) - [Manticore Search 10.1.0：Prometheus 集成、增强监控和重大改进](/zh/blog/manticore-search-10-1-0/index.md.md) - [Manticore Search 13.11.0：引入自动嵌入和增强的AI搜索](/zh/blog/manticore-search-13-11-0/index.md.md) - [Manticore Search 13.2.3: Faster Vector Search, Lower RAM Usage, and Better Compatibility](/zh/blog/manticore-search-13-2-3/index.md.md) - [Manticore Search 13.6.7: OR Operator Support, Distributed Table Joins, and Bug Fixes](/zh/blog/manticore-search-13-6-7/index.md.md) - [Manticore Search 14.1.0：强制二元组和错误修复](/zh/blog/manticore-search-14-1-0/index.md.md) - [Manticore Search 15.1.0 发布](/zh/blog/manticore-search-15-1-0/index.md.md) - [Manticore Search 17.5.1](/zh/blog/manticore-search-17-5-1/index.md.md) - [Manticore Search 2.4.1 GA release](/zh/blog/manticore-search-2-4-1-ga-release/index.md.md) - [Manticore Search 2.5.1 Release](/zh/blog/manticore-search-2-5-1-release/index.md.md) - [Manticore Search 2.6.0 release](/zh/blog/manticore-search-2-6-0-release/index.md.md) - [Manticore Search 2.6.1 GA release](/zh/blog/manticore-search-2-6-1-ga-release/index.md.md) - [Manticore Search 2.6.2 GA release](/zh/blog/manticore-search-2-6-2-ga-release/index.md.md) - [Manticore Search 2.6.3 GA release](/zh/blog/manticore-search-2-6-3-ga-release/index.md.md) - [Manticore Search 2.6.4 GA 版本发布](/zh/blog/manticore-search-2-6-4-ga-release/index.md.md) - [Manticore Search 2.7.0 GA 版本发布](/zh/blog/manticore-search-2-7-0-ga-release/index.md.md) - [Manticore Search 2.7.1 GA release](/zh/blog/manticore-search-2-7-1-ga-release/index.md.md) - [Manticore Search 2.7.2 GA release](/zh/blog/manticore-search-2-7-2-ga-release/index.md.md) - [Manticore Search 2.7.3 GA 版本发布](/zh/blog/manticore-search-2-7-3-ga-release/index.md.md) - [Manticore Search 2.7.4 GA 版本发布](/zh/blog/manticore-search-2-7-4-ga-release/index.md.md) - [Manticore Search 2.7.5 GA 版本发布](/zh/blog/manticore-search-2-7-5-ga-release/index.md.md) - [Manticore Search 2.8.0 GA release](/zh/blog/manticore-search-2-8-0-ga-release/index.md.md) - [Manticore Search 2.8.1 GA release](/zh/blog/manticore-search-2-8-1-ga-release/index.md.md) - [Manticore Search 2.8.2 GA release](/zh/blog/manticore-search-2-8-2-ga-release/index.md.md) - [Manticore Search 2025 回顾](/zh/blog/manticoresearch_in_2025/index.md.md) - [Manticore Search 25.0.0](/zh/blog/manticore-search-25-0-0/index.md.md) - [Manticore Search 3.0.0 is now available](/zh/blog/manticore-search-3-0-0-is-now-available/index.md.md) - [Manticore Search 3.0.2 GA release](/zh/blog/manticore-search-3-0-2-ga-release/index.md.md) - [Manticore Search 3.1.0 版本发布](/zh/blog/manticore-search-3-1-0-release/index.md.md) - [Manticore Search 3.1.2 release](/zh/blog/manticore-search-3-1-2-release/index.md.md) - [Manticore Search 3.2.0 release](/zh/blog/manticore-search-3-2-0-release/index.md.md) - [Manticore Search 3.2.2 版本发布](/zh/blog/manticore-search-3-2-2-release/index.md.md) - [Manticore Search 3.3.0：多线程RT、CREATE TABLE、EXPLAIN QUERY等](/zh/blog/manticore-search-3-3-0-multi-threaded-rt-create-table-explain-query-and-more/index.md.md) - [Manticore Search 3.5.2: optimized OPTIMIZE, standalone NOT, faceting via HTTP and more](/zh/blog/manticore-search-3-5-2/index.md.md) - [Manticore Search 3.5.4: Python, Java and Javascript clients and faster OPTIMIZE](/zh/blog/manticore-search-3-5-4-python-java-and-javascript-clients-and-faster-optimize/index.md.md) - [Manticore Search 3.6.0: columnar store support, UK lemmatizer, faster JSON, 30+ bug fixes](/zh/blog/manticore-search-3-6-0/index.md.md) - [Manticore Search 4.0.2: full columnar store support, auto index compaction, locks system revamp, pseudo sharding](/zh/blog/manticore-search-4-0-2-full-columnar-store-support-auto-index-compaction-locks-system-revamp-pseudo-sharding/index.md.md) - [Manticore Search 4.2.0: 10x faster SELECT, major bugs fixed, Debian Bullseye support](/zh/blog/manticore-search-4-2-0-10x-faster-select-major-bugs-fixed-debian-bullseye-support/index.md.md) - [Manticore Search 5](/zh/blog/manticore-search-5-0-0/index.md.md) - [Manticore Search 6](/zh/blog/manticore-search-6-0-0/index.md.md) - [Manticore Search 6.2.0](/zh/blog/manticore-search-6-2-0/index.md.md) - [Manticore Search 6.3.0](/zh/blog/manticore-search-6-3-0/index.md.md) - [Manticore Search 7.0.0: Smarter Search, Real-Time Syncing, and Enhanced Performance](/zh/blog/manticore-search-7-0-0/index.md.md) - [Manticore Search 7.4.6: Kibana Integration, Performance Optimizations, and Critical Fixes](/zh/blog/manticore-search-7-4-6/index.md.md) - [Manticore Search 9.2.14: Boolean Query Optimization, Fuzzy Search Improvements and Bug Fixes](/zh/blog/manticore-search-9-2-14/index.md.md) - [Manticore Search 9.3.2：增强的表使用跟踪、内存优化和稳定性改进](/zh/blog/manticore-search-9-3-2/index.md.md) - [Manticore Search Homebrew tap is here](/zh/blog/how-to-install-manticore-seaarch-using-homebrew/index.md.md) - [Manticore Search in 2023](/zh/blog/manticoresearch-in-2023/index.md.md) - [Manticore Search in the ROSS Index Q3 2023](/zh/blog/ross2023/index.md.md) - [Manticore Search Indexes and document storage](/zh/blog/manticore-search-indexes-and-document-storage/index.md.md) - [Manticore Search kill-list feature](/zh/blog/manticore-search-kill-list-feature/index.md.md) - [Manticore Search Re-indexing with mysqldump](/zh/blog/mysqldump-optimization/index.md.md) - [Manticore Search vs Elasticsearch: 3x Faster Kibana Dashboard Rendering for Log Analysis](/zh/blog/kibana-demo/index.md.md) - [Manticore Search 在 Microsoft Azure 上的实践：DX1 的故事](/zh/blog/manticore-search-on-azure-dx1/index.md.md) - [Manticore Search 中的 KNN 预过滤](/zh/blog/knn-prefiltering/index.md.md) - [Manticore Search 中的并行块合并](/zh/blog/parallel-chunk-merging/index.md.md) - [Manticore Search: 3 years after forking from Sphinx](/zh/blog/manticore-search-3-years-after-forking-from-sphinx/index.md.md) - [Manticore Search：2019年回顾](/zh/blog/manticore-search-recap-of-2019/index.md.md) - [Manticore Search在Google Cloud上的规模化应用：Locally的实践](/zh/blog/manticore-search-at-scale-on-google-cloud/index.md.md) - [Manticore Search中的混合搜索](/zh/blog/hybrid-search/index.md.md) - [Manticore Search中的预处理语句](/zh/blog/prepared-statements/index.md.md) - [Manticore 与 Logstash/Filebeat 的集成](/zh/blog/integration-of-manticore-with-logstash-filebeat/index.md.md) - [Manticore: a faster alternative to Elasticsearch in C++ with a 21-year history](/zh/blog/manticore-alternative-to-elasticsearch/index.md.md) - [Manticore中的向量搜索](/zh/blog/vector-search/index.md.md) - [Manticore中向量搜索的深度解析](/zh/blog/vector-search-deep-dive/index.md.md) - [Mastering Fuzzy Search with Manticore Search](/zh/blog/fuzzy-search-101-with-manticore/index.md.md) - [Mastering Manticore Search: RT vs Plain Mode Explained](/zh/blog/rt_vs_plain_mode/index.md.md) - [MCP-Manticore：让您的AI助手为您编写Manticore查询](/zh/blog/mcp-manticore-server/index.md.md) - [Meilisearch vs Manticore Search](/zh/blog/manticoresearch-vs-meilisearch/index.md.md) - [Migrating from Sphinx](/zh/blog/migrating-from-sphinx/index.md.md) - [Migrating to Manticore 3: document ids](/zh/blog/migrating-to-manticore-3-document-ids/index.md.md) - [Mike learning: REPLACE, UPDATE, wordforms](/zh/blog/mike-replace-update-wordforms/index.md.md) - [Mike: learning: First steps](/zh/blog/mike-first-table/index.md.md) - [Minimal configuration to play with Manticore Search](/zh/blog/minimal-configuration-to-play-with-manticoresearch/index.md.md) - [Monitor Manticore Search in Grafana with One Command](/zh/blog/grafana-dashboard-docker/index.md.md) - [MySQL source wasn't initialized. Wrong name in dlopen?](/zh/blog/mysql-source-wasnt-initialized-wrong-name-in-dlopen/index.md.md) - [New backup and recovery approaches](/zh/blog/new-backup-and-recovery-approaches/index.md.md) - [New fuzzy search and autocomplete in Manticore Search](/zh/blog/new-fuzzy-search-and-autocomplete/index.md.md) - [New way of tokenization of Chinese](/zh/blog/new-way-of-tokenization-of-chinese/index.md.md) - [OR Inside Phrase, Quorum and Proximity](/zh/blog/or-in-phrase-quorum-proximity/index.md.md) - [Percolate Queries](/zh/blog/percolate-queries/index.md.md) - [Percolate queries: Manticore Search vs Elasticsearch](/zh/blog/percolate-queries-manticoresearch-vs-elasticsearch/index.md.md) - [Percolate queries: Manticore Search vs Luwak](/zh/blog/percolate-queries-manticore-search-vs-luwak/index.md.md) - [Percolate queries: Schemaless and expression filtering](/zh/blog/percolate-queries-schemaless-and-expression-filtering/index.md.md) - [PHP client: what's new](/zh/blog/manticoresearch-php-release-2.2.0/index.md.md) - [Plain indexes replication](/zh/blog/plain-indexes-replication/index.md.md) - [Preserving the order of search result set from Manticore Search](/zh/blog/preserving-the-order-of-search-result-set-from-manticore-search/index.md.md) - [Regular expressions in Manticore Search](/zh/blog/regular-expressions-in-manticore-search/index.md.md) - [Relevance scoring in Manticore : part I](/zh/blog/relevance-scoring-in-manticore-part-i/index.md.md) - [Relevance scoring in Manticore : part II](/zh/blog/relevance-scoring-in-manticore-part-ii/index.md.md) - [Replication: cluster creation, joining, updating table settings](/zh/blog/mike-replication/index.md.md) - [Research on Jemalloc](/zh/blog/research-on-jemalloc/index.md.md) - [S3 流式备份：Manticore Search 的直接云备份](/zh/blog/s3-streamable-backup/index.md.md) - [Simple autocomplete with Manticore](/zh/blog/simple-autocomplete-with-manticore/index.md.md) - [Sphinx 3 vs Manticore: performance benchmark](/zh/blog/sphinx-3-vs-manticore-performance-benchmark/index.md.md) - [Sphinx UDF example](/zh/blog/sphinx-udf-example/index.md.md) - [SSL support: HTTPS interface](/zh/blog/ssl-support-https-interface/index.md.md) - [Suggestions on phrases using a single SUGGEST call](/zh/blog/suggestions-on-phrases-using-a-single-suggest-call/index.md.md) - [Text-to-Image Search with Manticore Search](/zh/blog/image-search-with-manticore/index.md.md) - [TF-IDF in a nutshell](/zh/blog/tf-idf-in-a-nutshell/index.md.md) - [Threads in Manticore Search](/zh/blog/threads-in-manticore-search/index.md.md) - [Understanding Pagination in Manticore Search](/zh/blog/pagination/index.md.md) - [Using ProxySQL to route INSERTs in a distributed RealTime index](/zh/blog/using-proxysql-to-route-inserts-in-a-distributed-realtime-index/index.md.md) - [Vector search in old and modern databases](/zh/blog/vector-search-in-databases/index.md.md) - [Vector Search On GitHub](/zh/blog/github-semantic-search/index.md.md) - [Wordforms vs exceptions](/zh/blog/exceptions-vs-wordforms/index.md.md) - [查询性能分析](/zh/blog/profiling-queries/index.md.md) - [构建一个可搜索的目录，包含筛选器、分面和语义搜索](/zh/blog/manticore-php-demo/index.md.md) - [加载索引的新选项](/zh/blog/new-options-for-loading-indexes/index.md.md) - [将 Kafka 与 Manticore 搜索集成：实时数据处理的逐步指南](/zh/blog/integration-with-kafka/index.md.md) - [将索引迁移到版本3](/zh/blog/migrating-indexes-to-version-3/index.md.md) - [介绍 Auto Embeddings：让 AI 驱动的搜索变得简单](/zh/blog/auto-embeddings/index.md.md) - [模糊匹配与二次查询](/zh/blog/fuzzy-matching-and-2nd-pass-query/index.md.md) - [内联停用词、例外词和词形](/zh/blog/inline-tokenization-dictionary-configuration/index.md.md) - [如何让 xt850 匹配 xt 850](/zh/blog/how-to-make-searches-like-xt850-match-xt-850/index.md.md) - [如何使用 bigram_index 加速短语搜索](/zh/blog/how-to-speed-up-phrase-search-with-bigram-index/index.md.md) - [渗透查询：docs_id 选项](/zh/blog/percolate-queries-docs_id-option/index.md.md) - [使用 Manticore Search 处理中文、日文和韩文文档](/zh/blog/using-manticore-search-with-chinese-japanese-and-korean-language-documents/index.md.md) - [使用 Manticore Search 进行越南语搜索](/zh/blog/vietnamese/index.md.md) - [为什么监控搜索引擎很重要：Manticore → Prometheus → Grafana](/zh/blog/grafana-dashboard-full/index.md.md) - [我们如何在Manticore Search中重新设计系统线程](/zh/blog/how-weve-remade-sys-threads-in-manticore-search/index.md.md) - [在 Docker 中开始使用 Manticore Search](/zh/blog/getting-started-with-manticore-search-in-docker/index.md.md) - [在配置中使用脚本](/zh/blog/scripting-in-config/index.md.md)