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AI platform as a service (AI PaaS) extends traditional cloud platforms to support the lifecycle of intelligent applications. It provides a unified environment to deploy and scale apps by abstracting infrastructure complexities alongside model inference, vector data, andtool orchestration. This allows developers to deploy complex AI agents and systems without needing specialized infrastructure expertise.