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pg-search-bm25

Official

BM25 full-text search in Postgres.

Software Engineering#postgres#full-text-search#fuzzy-match#bm25#search-engine#tokenizer#pg_search
AuthorMercurium-Analytics
Version1.0.0
Installs0

System Documentation

What problem does it solve?

PostgreSQL users can achieve Elasticsearch-quality BM25 ranking and advanced text search capabilities by using the pg_search extension, enabling powerful, in-database search without external engines.

Core Features & Use Cases

  • BM25 ranking for multi-field text searches inside Postgres
  • Phrase queries, fuzzy matching, and regex support
  • Customizable tokenization for autocomplete and typo tolerance

Quick Start

Install the pg_search extension, create a BM25 index on your searchable text columns, and query with the @@@ operator to return ranked results.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: pg-search-bm25
Download link: https://github.com/Mercurium-Analytics/pg-search-vector/archive/main.zip#pg-search-bm25

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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