> 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.castlecdjrnaperville.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzdGxlY2Rqcm5hcGVydmlsbGUuY29tIiwianRpIjoiZWE5MWNjNzdlM2Q4MDVlMiIsImlhdCI6MH0.4shNHRU3-tCsHwcBAJtMiZe57XX8dmPaQycnRql2-nw
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.castlecdjrnaperville.com/llms.txt. For the full corpus, see https://ai.castlecdjrnaperville.com/llms-full.txt.

# RAG: the pages it generated, Castle CDJR of Naperville

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

## Corpus

- Bulk corpus: https://ai.castlecdjrnaperville.com/llms-full.txt (920 KB, ingestable)
- Per vehicle: https://ai.castlecdjrnaperville.com/v/{VIN}.md (all 794 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.castlecdjrnaperville.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2027 RAM 2500 Big Horn: https://ai.castlecdjrnaperville.com/v/3C6UR5DJ2VG388110.md
- 2026 RAM 3500 Limited: https://ai.castlecdjrnaperville.com/v/3C63RRRL5TG342779.md
- 2026 RAM 2500 Black Express: https://ai.castlecdjrnaperville.com/v/3C63R5CL5TG248113.md
- 2026 RAM 1500 Laramie: https://ai.castlecdjrnaperville.com/v/1C6SRFJT6TN351620.md
- 2027 Jeep Wrangler Sahara: https://ai.castlecdjrnaperville.com/v/1C4PJXEG8VW553123.md
- 2026 Jeep Wrangler Sport S: https://ai.castlecdjrnaperville.com/v/1C4PJXDG2TW327139.md
- 2027 Jeep Grand Cherokee L Laredo: https://ai.castlecdjrnaperville.com/v/1C4RJKAR2V8152691.md
- 2020 Jeep Grand Cherokee Summit: https://ai.castlecdjrnaperville.com/v/1C4RJFJT7LC228192.md
- 2026 RAM 3500 Limited: https://ai.castlecdjrnaperville.com/v/3C63RRRL3TG342778.md
- 2026 Jeep Wrangler Rubicon X: https://ai.castlecdjrnaperville.com/v/1C4RJXFG3TW327124.md

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Generated by Brandry.ai (https://brandry.ai). generation castlecdjrnaperville-20260726T164856Z-ab1b924e0682, built 2026-07-26T16:48:56Z