Kibana Dashboards

Elasticsearch Search Relevance

elastic

通过查询规则固定结果、并用 multi_match 字段加权来调优 Elasticsearch 全文搜索相关性。

Elasticsearch Query Optimization

elastic

通过性能分析诊断缓慢的 Elasticsearch Query DSL 查询，并提出经过实测的查询改写方案。

Kibana Dashboards

elastic

Create and manage Kibana Dashboards and Lens visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.

Elasticsearch Ingest

elastic

Load CSV and JSON files into Elasticsearch indices using the bulk API and explicit mappings when field types matter. Use when batch-importing local files, converting CSV rows or JSON arrays to NDJSON bulk format, or verifying document counts and mappings after ingest — not for Logstash pipelines, Beats, custom scripts, or index-to-index reindex.

Elasticsearch Index Design

elastic

根据访问模式设计和审查 Elasticsearch 索引映射，涵盖字段类型、多字段和分片设置。

Kibana Anomaly Detection

elastic

用于调查、解释、排查和配置 Elastic ML 异常检测作业。