# Page Not Found

The URL `m2/technical-references/12vio.html` does not exist. This page may have been moved, renamed, or deleted.

## Suggested Pages

You may be looking for one of the following:
- [12V IO](https://docs.macchina.cc/product-documentation/m2-docs/detailed-reference/12vio.md)
- [Help Collect Voltage Data](https://docs.macchina.cc/projects/m2-projects/m2voltagemonitor.md)
- [Enclosures](https://docs.macchina.cc/product-documentation/m2-docs/detailed-reference/enclosures.md)
- [M2 VIN Extraction](https://docs.macchina.cc/projects/m2-projects/mini-project-tutorials/m2-vin-extraction.md)
- [Installation](https://docs.macchina.cc/product-documentation/m2-docs/detailed-reference/installation.md)

## How to find the correct page

If the exact page cannot be found, you can still retrieve the information using the documentation query interface.

### Option 1 — Ask a question (recommended)

Perform an HTTP GET request on the documentation index with the `ask` parameter:

```
GET https://docs.macchina.cc/product-documentation/m2-docs/detailed-reference/12vio.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

### Option 2 — Browse the documentation index

Full index: https://docs.macchina.cc/sitemap.md

Use this to discover valid page paths or navigate the documentation structure.

### Option 3 — Retrieve the full documentation corpus

Full export: https://docs.macchina.cc/llms-full.txt

Use this to access all content at once and perform your own parsing or retrieval. It will be more expensive.

## Tips for requesting documentation

Prefer `.md` URLs for structured content, append `.md` to URLs (e.g., `/product-documentation/m2-docs/detailed-reference/12vio.md`).

You may also use `Accept: text/markdown` header for content negotiation.