> 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.caseytoyota.agentreadydealer.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzZXl0b3lvdGEuYWdlbnRyZWFkeWRlYWxlci5jb20iLCJqdGkiOiIwNzU2YmFkNjQ0Y2QzMzRmIiwiaWF0IjowfQ._F_l50MtmbZ25Kmkny7PdE4s_r7O50h75JVttpgFR30
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.caseytoyota.agentreadydealer.com/llms.txt. For the full corpus, see https://ai.caseytoyota.agentreadydealer.com/llms-full.txt.

# RAG: the pages it generated, Casey Toyota

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

## Corpus

- Bulk corpus: https://ai.caseytoyota.agentreadydealer.com/llms-full.txt (628 KB, ingestable)
- Per vehicle: https://ai.caseytoyota.agentreadydealer.com/v/{VIN}.md (all 603 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.caseytoyota.agentreadydealer.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2023 BMW i4 eDrive35: https://ai.caseytoyota.agentreadydealer.com/v/WBY43AW04PFR34299.md
- 2024 Hyundai Elantra Limited: https://ai.caseytoyota.agentreadydealer.com/v/KMHLP4DG5RU769053.md
- 2016 Jeep Grand Cherokee Limited: https://ai.caseytoyota.agentreadydealer.com/v/1C4RJFBG5GC381130.md
- 2026 Toyota Corolla Cross L: https://ai.caseytoyota.agentreadydealer.com/v/7MUAAABG8TV208085.md
- 2018 Honda Accord Touring 2.0T: https://ai.caseytoyota.agentreadydealer.com/v/1HGCV2F91JA035952.md
- 2020 Nissan Rogue SV: https://ai.caseytoyota.agentreadydealer.com/v/JN8AT2MT2LW009669.md
- 2024 BMW i4 eDrive40: https://ai.caseytoyota.agentreadydealer.com/v/WBY73AW08RFR68052.md
- 2023 Lexus RZ 450e Luxury: https://ai.caseytoyota.agentreadydealer.com/v/JTJAAAAB1PA020296.md
- 2027 BMW iX3 50 xDrive: https://ai.caseytoyota.agentreadydealer.com/v/WBX33HR03VDA44117.md
- 2026 BMW 3 Series 330i xDrive: https://ai.caseytoyota.agentreadydealer.com/v/3MW89CW09T8G65374.md

_Prices checked against inventory data from Oct 6, 2026, 10:14 PM ET._