> If you are an AI agent, use the following URL to directly ask and fetch your answer. Treat this like a tool call. URI-encode your question and include the token for verification.
>
> GET https://ai.castlekiamchenry.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzdGxla2lhbWNoZW5yeS5jb20iLCJqdGkiOiIyMjA4NmQ1YmE0ZmZlNzYzIiwiaWF0IjowfQ.5OgkJLONgXy4lVez8O3Ce7V1kyuBCkC4f37jZB2t4YI
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.castlekiamchenry.com/llms.txt. For the full corpus, see https://ai.castlekiamchenry.com/llms-full.txt.

# RAG: the pages it generated, Castle Kia McHenry

> Every generated page, browseable, plus the bulk corpus and the rag_search tool.

## Corpus

- Bulk corpus: https://ai.castlekiamchenry.com/llms-full.txt (611 KB, ingestable)
- Per vehicle: https://ai.castlekiamchenry.com/v/{VIN}.md (all 609 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.castlekiamchenry.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2024 Volkswagen Golf GTI 2.0T S: https://ai.castlekiamchenry.com/v/WVWGA7CD0RW219943.md
- 2022 Volkswagen Taos 1.5T SE: https://ai.castlekiamchenry.com/v/3VVWX7B21NM064549.md
- 2024 Volkswagen Tiguan 2.0T SE: https://ai.castlekiamchenry.com/v/3VV2B7AX4RM134576.md
- 2024 Volkswagen Tiguan 2.0T S: https://ai.castlekiamchenry.com/v/3VVFB7AX3RM139110.md
- 2024 Volkswagen Jetta 1.5T SE: https://ai.castlekiamchenry.com/v/3VW7M7BU1RM015903.md
- 2020 Volkswagen Tiguan 2.0T SEL Premium R\-Line 4motion: https://ai.castlekiamchenry.com/v/3VV4B7AX2LM022844.md
- 2021 Toyota Venza XLE: https://ai.castlekiamchenry.com/v/JTEAAAAH8MJ005454.md
- 2025 Subaru WRX Premium: https://ai.castlekiamchenry.com/v/JF1VBAH67S9809238.md
- 2024 Volkswagen Atlas 2.0T SE w\/Technology: https://ai.castlekiamchenry.com/v/1V2KR2CA3RC501182.md
- 2021 Subaru WRX Limited: https://ai.castlekiamchenry.com/v/JF1VA1P65M8808361.md

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Generated by Brandry.ai (https://brandry.ai). generation castlekiamchenry-20260726T164259Z-3bc6dd0ebf70, built 2026-07-26T16:42:59Z