LlamaIndex Extract V2.6
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- LlamaIndex Extract V2.6 adds max effort
LlamaIndex introduced Extract V2.6 with a max effort setting for the agentic_plus tier, aimed at improving data extraction from complex documents through additional computation and, when needed, higher-resolution inspection of visual content. The company reported that Value F1 on ExtractBench Pro rose from 77.7 with standard Agentic Plus to 92.9 with max effort, but the gains varied by category and were negative for charts and counting. Billing is variable and may cost more than standard agentic_plus when greater computation produces a material quality improvement.
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