> For the complete documentation index, see [llms.txt](https://docs.maiagent.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents.md).

# AI アシスタントモジュール

- [ロール指示](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents/system-prompt.md)
- [ナレッジベース](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents/knowledge-base.md)
- [FAQ よくある質問の管理](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents/faq.md)
- [回答評価とモニタリング結果](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents/evaluation.md)
- [AWS Guardrails](https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents/aws-guardrails.md): AWS Guardrails の防護機能は、設定可能なセキュリティ対策を提供し、生成 AI アプリケーションを安全かつ大規模に構築するのを支援します。自動推論を活用して、ハルシネーションによる事実誤認を防止します。不要かつ有害なコンテンツを最大 85% 以上ブロックできます。検索拡張生成 (RAG) や要約のユースケースにおけるモデルのハルシネーション応答を 75% 以上フィルタリングします。


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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.maiagent.ai/tech/maiagent-tech-ja/ai-agents.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.