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b/docs/design/spear-architecture.md @@ -0,0 +1,30 @@ +# SPEAR high-level design + +## Design principles +SPEAR's first design principle is to help developers and end-users an easier approach to develop and deploy an AI Agent in Cloud-Edge integrated manner. + +### Scalable +SPEAR aim to provide scalable agent service with the help of auto-scaling. + +### Performant +SPEAR aim to serve Agent requests performant, with the help of prudently designed APIs and online scheduling system. + +## Workflow + +

+ +
+ +### Offline Phase +- Input: Code of existing agent framework (e.g., LangChain) +- Output: Deployment instance and configuration +- Key technology + - Multi-instance selection + - Automatic code generation + +### Online Phase +- Input: Generated instance of offline phase +- Output: Scalable and performant user request serving +- Key technology + - Cloud-edge-end integrated offloading + - Agent-oriented auto-scaling \ No newline at end of file