# axis-knowledge-rag

> axis-knowledge-rag — kazikimaguro13-axis-knowledge-rag. Use this tool when you need to efficiently retrieve relevant information from large datasets by leveraging a 3-way hybrid approach that combines axis metadata, vector search, and BM25 ranking. It solves problems related to information retrieval, search, and data exploration, providing a robust interface for querying and retrieving data. Ideal for use cases where precise and relevant search results are crucial, such as knowledge graph querying or document retrieval.

Canonical page: https://skillsregistry.net/skills/kazikimaguro13-axis-knowledge-rag  
JSON: https://api.skillsregistry.net/v1/skills/kazikimaguro13-axis-knowledge-rag

## Description

軸メタデータ × ベクトル検索 × BM25 の 3-way hybrid RAG OSS。日本語ナレッジ特化、MCP server 対応、LangChain 不使用の自前実装。

## Trust

- **Trust score (0–1):** 0.01
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/kazikimaguro13/axis-knowledge-rag)

## 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": "kazikimaguro13-axis-knowledge-rag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kazikimaguro13-axis-knowledge-rag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kazikimaguro13-axis-knowledge-rag/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt