Elasticsearch Query Builder

Build effective Elasticsearch queries for full-text search, aggregations, and analytics with proper relevance tuning.

Usage

Describe your search or analytics requirements and this skill will build the appropriate Elasticsearch queries.

Examples

• "Build a multi-field search query with boosting for title matches"
• "Create an aggregation for monthly sales by product category"
• "Implement autocomplete suggestions using edge n-grams"

Guidelines

• Design mappings based on query requirements, not just data structure
• Use filters for exact matches and queries for relevance-scored results
• Apply appropriate analyzers for your language and content type
• Use index aliases for zero-downtime reindexing
• Monitor cluster health and shard allocation regularly