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AI Infra for Scaling LLM Apps: MLOps World

The challenges in building Generative AI and LLM apps
Guy Eshet
Guy Eshet
Senior Product Manager at JFrog ML
at
at
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AI applications have to adapt to new models, more stakeholders and complex workflows that are difficult to debug.Add prompt management, data pipelines, RAG, cost optimization, and GPU availability into the mix, and you're in for a ride.How do you smoothly bring LLM applications from Beta to Production? What AI infrastructure is required?Join Guy in this exciting talk about strategies for building adaptability into your LLM applications.

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AI applications have to adapt to new models, more stakeholders and complex workflows that are difficult to debug.Add prompt management, data pipelines, RAG, cost optimization, and GPU availability into the mix, and you're in for a ride.How do you smoothly bring LLM applications from Beta to Production? What AI infrastructure is required?Join Guy in this exciting talk about strategies for building adaptability into your LLM applications.

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