發生什麼事
@llama_index announced a max effort setting for extracting documents with Agentic Plus. It is meant for especially difficult files where accuracy matters most, and can allocate more compute when needed to inspect details that are easy to miss, including dense charts and diagrams.
On its own ExtractBench Pro benchmark for particularly difficult extraction work, LlamaIndex reports Value F1 rising from 77.7 to 92.9 (🗣 self-reported; not tested by this site). Max effort's price varies with the compute required rather than following a fixed per-page rate.
01Sources
- @llama_index: LlamaIndex's official account, posted on 2026-10-30 at 19:42 UTC (03:42 Taipei time). It announced max effort for Agentic Plus, extra compute for closer inspection of dense charts and diagrams, its reported ExtractBench Pro result, and compute-based variable pricing.