# Page Not Found

The URL `mariadb-ai-rag/reference/environment-variables` does not exist.

You might be looking for one of these pages:
- [Supported Formats](https://mariadb.com/docs/tools/mariadb-ai-rag/reference/supported-formats.md)
- [Integration](https://mariadb.com/docs/tools/mariadb-ai-rag/reference/integration.md)
- [Citations](https://mariadb.com/docs/tools/mariadb-ai-rag/reference/citations.md)
- [Secret Management](https://mariadb.com/docs/tools/mariadb-ai-rag/reference/secret-management.md)
- [Reference](https://mariadb.com/docs/tools/mariadb-ai-rag/reference.md)

## How to find the correct page

1. **Browse the full index**: [/sitemap.md](https://mariadb.com/docs/sitemap.md) - Complete documentation index
2. **View the full content**: [/llms-full.txt](https://mariadb.com/docs/llms-full.txt) - Full content export

## Tips for requesting documentation

- For markdown responses, append `.md` to URLs (e.g., `/docs/tools/mariadb-ai-rag/reference/supported-formats.md`)
- Use `Accept: text/markdown` header for content negotiation