Agents
LlamaIndex Ships Google Agents API Integration with ParseBench: First OCR Benchmark Designed for Agents
On May 20, LlamaIndex released a template for Google's Agents API that exposes LlamaParse/LiteParse for unstructured document processing inside a sandboxed Linux environment. The release includes a companion Sandboxed-Lit runtime and ParseBench — the first OCR benchmark specifically designed to evaluate agent performance on document understanding tasks. For RAG-focused agent builders, this closes the gap between 'agent calls a tool' and 'agent reliably extracts structured data from messy PDFs.'
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