elasticsearch-search

name	elasticsearch-search
description	Full-text search and analytics with Elasticsearch
version	1.0.0
tags	["search","analytics","database","observability"]

Elasticsearch – Full-Text Search Engine

Elasticsearch is a distributed search and analytics engine for log analytics, full-text search, and application monitoring.

• GitHub: github.com/elastic/elasticsearch (72 000+ ⭐)
• License: SSPL / Elastic License 2.0
• Security: Elastic-backed. Enterprise-grade security. No malware.

Environment Variables

Variable	Description
{{ELASTICSEARCH_URL}}	Elasticsearch cluster URL
{{ELASTICSEARCH_API_KEY}}	API key (if security enabled)

Usage Examples

Index a document

curl -s -X POST "{{ELASTICSEARCH_URL}}/my-index/_doc" \
  -H "Authorization: ApiKey {{ELASTICSEARCH_API_KEY}}" \
  -H "Content-Type: application/json" \
  -d '{"title": "Hello", "content": "World", "timestamp": "2025-01-01"}'

Search documents

curl -s "{{ELASTICSEARCH_URL}}/my-index/_search" \
  -H "Authorization: ApiKey {{ELASTICSEARCH_API_KEY}}" \
  -H "Content-Type: application/json" \
  -d '{"query": {"match": {"content": "world"}}}'

AI Agent Tips

• Sub-second full-text search across billions of documents.
• Aggregations engine for real-time analytics.
• Kibana provides visual dashboards on top of Elasticsearch.
• Vector search support for semantic/AI-powered queries.