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Postgres Hybrid Text Search

Category: Engineering  ·  Sub-category: databases  ·  Last updated:
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).

From the source SKILL.md

Hybrid search combines keyword search (BM25) with semantic search (vector embeddings) to get the best of both: exact keyword matching and meaning-based retrieval. Use Reciprocal Rank Fusion (RRF) to merge results from both methods into a single ranked list.

What this skill does

Postgres Hybrid Text Search is a community-contributed Claude Code skill in the databases sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/postgres-hybrid-text-search/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Postgres Hybrid Text Search Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/postgres-hybrid-text-search
curl -L https://claudskills.com/skills/postgres-hybrid-text-search/SKILL.md \
  -o ~/.claude/skills/postgres-hybrid-text-search/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/postgres-hybrid-text-search/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/postgres-hybrid-text-search/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\postgres-hybrid-text-search\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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