> ## Documentation Index
> Fetch the complete documentation index at: https://docs.fireworks.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Document Inlining (Deprecated)

<Warning>
  **Document Inlining has been deprecated** and is no longer available. This feature has been removed from the Fireworks platform.
</Warning>

## Overview

Document Inlining was a feature that allowed LLMs to process images and PDFs through our chat completions API by appending `#transform=inline` to document URLs. This feature has been deprecated and is no longer supported.

## Migration recommendations

* For image processing: Use Vision Language Models (VLMs) like [Qwen2.5-VL 32B Instruct](https://app.fireworks.ai/models/fireworks/qwen2p5-vl-32b-instruct)
* For PDF processing: Use dedicated PDF processing libraries combined with text-based LLMs
* For structured extraction: Leverage our [structured responses](/structured-responses/structured-response-formatting) capabilities

For assistance with migration, please contact our support team or visit our [Discord community](https://discord.gg/fireworks-ai).