📋 Postgres Hybrid Text Search
This skill enables hybrid text search in PostgreSQL by combining BM25 keyword search with semantic vectors using RRF for improved relevance.
npx playbooks add skill timescale/pg-aiguide --skill postgres-hybrid-text-search
About Postgres Hybrid Text Search
This skill enables hybrid text search in PostgreSQL by combining BM25 keyword search with semantic vectors using RRF for improved relevance.
Its 21-word system prompt specializes your agent in developer workflow with structured methodology and proven output formats. Install with one command to activate immediately.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (21 words)
This skill enables hybrid text search in PostgreSQL by combining BM25 keyword search with semantic vectors using RRF for improved relevance.
Frequently Asked Questions
What is Postgres Hybrid Text Search?
Postgres Hybrid Text Search is a free developer workflow skill for AI coding agents. This skill enables hybrid text search in PostgreSQL by combining BM25 keyword search with semantic vectors using RRF for improved relevance.. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Postgres Hybrid Text Search with Claude Code?
Run npx playbooks add skill timescale/pg-aiguide --skill postgres-hybrid-text-search in your terminal to install Postgres Hybrid Text Search into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Postgres Hybrid Text Search?
Postgres Hybrid Text Search is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Postgres Hybrid Text Search free to use?
Yes, Postgres Hybrid Text Search is completely free and open source. The full source is available on GitHub at https://github.com/timescale/pg-aiguide/tree/main/skills/postgres-hybrid-text-search. You only need a subscription to the AI agent you use it with.
