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paradedb-skill - ParadeDB Search and Analytics Expertise

Expert guidance on ParadeDB full-text search, hybrid search, aggregations, and analytics in PostgreSQL

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Updated: 2026-02-12

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Execute full-text search with BM25 ranking
  • Configure hybrid search with pgvector embeddings
  • Setup tokenization and analyzer configuration
  • Implement fuzzy matching and phrase queries
  • Create faceted search and sorting
  • Generate snippets and highlighting

Inputs

  • ParadeDB queries
  • BM25 indexes
  • Tokenizers configuration
  • PostgreSQL search implementation

Outputs

  • ParadeDB documentation access
  • Query guidance
  • Configuration assistance

Requirements

  • ParadeDB installation
  • PostgreSQL with pg_search extension
  • Access to ParadeDB documentation

Source

  • Spec: SKILL.md

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database
search
postgresql
analytics
Execute full-text search with BM25 ranking
Configure hybrid search with pgvector embeddings
Setup tokenization and analyzer configuration
Implement fuzzy matching and phrase queries
ParadeDB queries
BM25 indexes
Tokenizers configuration
ParadeDB documentation access
Query guidance
Configuration assistance