# genpark-bm25-okapi-document-ranker-skill

> genpark-bm25-okapi-document-ranker-skill — alphaparkinc-genpark-bm25-okapi-document-ranker-skill. Use this tool when you need to rank documents based on their relevance to a search query, solving problems such as information retrieval and document search. It takes in a search query and a set of documents as input, and outputs a ranked list of documents with scores, utilizing Okapi BM25 scoring and document length normalization. Ideal for use cases where accurate document retrieval is crucial, such as search engines and text analysis applications.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-bm25-okapi-document-ranker-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-bm25-okapi-document-ranker-skill

## Description

Okapi BM25 information retrieval document scoring and search engine with document length normalization.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-bm25-okapi-document-ranker-skill)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "alphaparkinc-genpark-bm25-okapi-document-ranker-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-bm25-okapi-document-ranker-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-bm25-okapi-document-ranker-skill/pull`

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