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How Jina AI built its 100-billion-token web grounding system with Cloud Run GPUs

  • Jina AI developed the Jina Reader for processing 100 billion tokens daily, transforming web content into a structured format for AI systems.
  • The web grounding problem in AI systems processing web data was overcome by Jina Reader's breakthrough, ReaderLM-v2, a purpose-built 1.5-billion-parameter language model.
  • Cloud Run with serverless GPUs powered Jina Reader's scale, addressing issues like optimized performance, true scale-to-zero serverless operations, global deployment, massive automatic scaling, economic viability, and resilience.
  • The close collaboration between Jina Reader and Google Cloud engineering showcased the possibilities of AI-first systems and cloud-native architecture working together effectively to achieve unprecedented capabilities in processing web content at a massive scale.

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