AICLAug 21, 2024

Drama Engine: A Framework for Narrative Agents

arXiv:2408.11574v14 citationsh-index: 7
Originality Incremental advance
AI Analysis

This addresses the need for more interactive and evolving narrative tools for users in creative domains, though it appears incremental as it builds on existing multi-agent concepts.

The paper tackles the problem of creating dynamic narrative agents by introducing the Drama Engine, a framework that adapts multi-agent system principles to enable context-aware companions that develop over time, with applications in multi-agent chats and creative writing.

This technical report presents the Drama Engine, a novel framework for agentic interaction with large language models designed for narrative purposes. The framework adapts multi-agent system principles to create dynamic, context-aware companions that can develop over time and interact with users and each other. Key features include multi-agent workflows with delegation, dynamic prompt assembly, and model-agnostic design. The Drama Engine introduces unique elements such as companion development, mood systems, and automatic context summarising. It is implemented in TypeScript. The framework's applications include multi-agent chats and virtual co-workers for creative writing. The paper discusses the system's architecture, prompt assembly process, delegation mechanisms, and moderation techniques, as well as potential ethical considerations and future extensions.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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