Why it matters
AiServices simplifies agent code. Understanding shapes design.
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The architecture
Interface with @UserMessage etc.
Builder wires model + tools + memory.
Proxy implements at runtime.
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How it works end to end
@SystemMessage, @UserMessage, @V annotations.
Return types: String, records, streams.
Tools: @Tool annotation.
Memory attached.