PROMISE: A Framework for Developing Complex Conversational Interactions (Technical Report)

arXiv:2312.03699v3 Announce Type: replace
Abstract: The advent of increasingly powerful language models has raised expectations for language-based interactions. However, controlling these models is a challenge, emphasizing the need to be able to investigate the feasibility and value of their application. We present PROMISE, a framework that facilitates the development of complex language-based interactions with information systems. Its use of state machine modeling concepts enables model-driven, dynamic prompt orchestration across hierarchically nested states and transitions. This improves the control of the …

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