Kimi K3 Vision: Extract Structured Data From PDFs in Python

Turn PDF pages into typed JSON with Kimi K3

Moonshot AI shipped Kimi K3 on July 16, 2026 and called it the world's first open 3T-class model. Most of the launch coverage fixated on the 2.8-trillion-parameter Mixture-of-Experts core and the million-token context window. The quieter feature is the one that pays your rent: K3 is natively multimodal. One model reads text, images, and video in the same forward pass, and on OmniDocBench it posts a document-parsing score of 91.1, ahead of GPT-5.6 Sol and Fable 5 in Moonshot's own table.