Cohere released Parse 5 on Thursday, a 2.3-billion-parameter vision language model that converts PDFs, slides, and images into structured Markdown at $1.50 per 1,000 pages, targeting enterprise-scale …
LlamaIndex CEO Jerry Liu ran ParseBench on Google's Gemini 3.6 Flash and found it scores 14 points worse on chart reading than the model it replaced, dropping from 45.0 to 31.0, with overall document …
LlamaIndex released LiteParse v2.1, an open-source PDF-to-markdown pipeline that achieved top scores on three benchmarks against model-free approaches. The tool uses a heuristic rule-based approach wi…
A new benchmark from the Agent Voyager Project found that a simple "double-check your work" instruction added to an AI agent's prompt boosted its accuracy from 82% to 95% on a PDF-to-webpage conversio…