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On November 4, 2026, Amazon Bedrock added an in-India inference option alongside its existing global and US-based inference. When calling in.moonshotai.kimi-k3, requests are processed only in the Mumbai and Hyderabad Regions to meet strict data residency requirements. An article published the same day by AWS Machine Learning also mentioned that Ultrahuman has already been using the model in production, leveraging prompt caching to reduce LLM costs by 80% and speed up multi-turn conversations by 85%, and provided OCR sample code that uses Kimi K3 to read scanned Hindi documents and follow up in Hinglish. There are currently no subsequent developments.
hen calling in.moonshotai.kimi-k3, requests are processed only in the Mumbai and Hyderabad Regions to meet strict data residency requirements. An article published the same day by AWS Machine Learning also mentioned that Ultrahuman has already been using the model in production, leveraging prompt caching to reduce LLM costs by 80% and speed up multi-turn conversations by 85%, and provided OCR sample code that uses Kimi K3 to read scanned Hindi documents and follow up in Hinglish. There are curre
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