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multimodal data lakehouse

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JD Tech
JD Tech
Oct 29, 2026 · Artificial Intelligence

From Demo to Production: How JD's Firefly AIGC Platform Built Scalable AI Infrastructure

JD's Firefly platform shares its engineering practices for scaling AIGC from single model calls to a production-grade content generation system, covering unified orchestration with DAGs, differentiated execution via Ray Serve and Ray Data, multimodal data lakehouse with Lance, and workflow-level observability through Trace.

AI InfrastructureAIGCLance
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From Demo to Production: How JD's Firefly AIGC Platform Built Scalable AI Infrastructure