Document Inlining

Document Inlining is a composite AI system launched by Fireworks AI that can convert any large language model (LLM) into a visual model to process images or PDF documents. This technology enables logical reasoning by building an automated process to convert any digital asset format into an LLM-compatible format. Document Inlining provides higher quality, input flexibility and ultra-simple usage by parsing images and PDFs and inputting them directly into the LLM of the user's choice. It solves the limitations of traditional LLM in processing non-text data, improves the quality of text model inference through specialized component decomposition tasks, and simplifies the developer experience.

The target audience is enterprises and developers who need to process large amounts of document data, especially those who need to extract information and perform logical reasoning from non-text formats such as images and PDFs. Document Inlining simplifies this complex process through automated processes, allowing users to easily convert non-text data into a format that LLM can understand, thereby improving work efficiency and data processing quality.