You shouldn't need a vision model to know your PDF has checkboxes. LiteParse can now pull structured data directly from your PDFs: form fiel…

You shouldn't need a vision model to know your PDF has checkboxes. LiteParse can now pull structured data directly from your PDFs: form field values, checkbox states, annotations, embedded images, vector graphics, tagged document structure, and word-level bounding boxes, all running in ms per page. For pages that do need a model, new complexity signals tell you why. Scanned pages, multi-column text, tables (ruled and borderless), and dense figures help you route your parsing to the best tools (like LlamaParse!) Docs 👉️ : https://developers.llamaindex.ai/liteparse/guides/extraction/ https://developers.llamaindex.ai/liteparse/guides/complexity/ 👩‍💻 Try it: https://github.com/run-llama/parse-gateway

Source: LlamaIndex (X) | 2026-08-03