Unverified50% confidenceFactExact time
2010年代兴起的任务型对话系统引入槽填充机制，涌现出RASA、Botpress、Dialogflow等专业对话框架，均以FSM或其变体为核心控制机制
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
Voice AI Agent Architecture: Pipecat Flows vs Vapi Squad — A Deep Comparison
redditr/aiagents7/12/2026
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