# search

> Claude/Codex skill by [@opensearch-project](https://omgskills.com/library/opensearch-project/index.md) · 62 stars · Updated 2026-10-24

Build search applications with OpenSearch. Use this skill when the user mentions search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, search quality evaluation, or any related search topic.

## Install

```sh
git clone https://github.com/opensearch-project/opensearch-agent-skills /tmp/opensearch-agent-skills && ln -s /tmp/opensearch-agent-skills/skills/opensearch-skills/search ~/.claude/skills/search
```

## From README

Search Category skill for building search applications with OpenSearch. Skills | Skill | Description | |---|---| | opensearch-launchpad | End-to-end search application builder — from sample data to a running search UI with BM25, semantic, hybrid, or agentic search | When to Use Read opensearch-launchpad/SKILL.md when the user wants to: Build a new search application Set up an OpenSearch index with a specific search strategy Deploy ML models for semantic or hybrid search Evaluate and tune search quality Process documents (PDF, DOCX) for search ingestion

## Links

- HTML page: https://omgskills.com/library/opensearch-project/opensearch-agent-skills/skills/opensearch-skills/search/
- GitHub: https://github.com/opensearch-project/opensearch-agent-skills
- Author: [@opensearch-project](https://omgskills.com/library/opensearch-project/index.md)

## More from this repo

- [aoss-nextgen-provisioning](https://omgskills.com/library/opensearch-project/opensearch-agent-skills/skills/opensearch-skills/cloud/aws-setup/aoss/aoss-nextgen-provisioning/index.md) — Used when provisioning or deprovisioning OpenSearch Serverless collections, creating collection groups, setting up AOSS...
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- [aws-setup](https://omgskills.com/library/opensearch-project/opensearch-agent-skills/skills/opensearch-skills/cloud/aws-setup/index.md) — Deploy OpenSearch search applications to Amazon OpenSearch Service or Amazon OpenSearch Serverless.
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- [cloud](https://omgskills.com/library/opensearch-project/opensearch-agent-skills/skills/opensearch-skills/cloud/index.md) — Deploy OpenSearch search applications to managed cloud providers.
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