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Summary of Drama Engine: a Framework For Narrative Agents, by Martin Pichlmair et al.


Drama Engine: A Framework for Narrative Agents

by Martin Pichlmair, Riddhi Raj, Charlene Putney

First submitted to arxiv on: 21 Aug 2024

Categories

  • Main: Artificial Intelligence (cs.AI)
  • Secondary: Computation and Language (cs.CL)

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Summary difficulty Written by Summary
High Paper authors High Difficulty Summary
Read the original abstract here
Medium GrooveSquid.com (original content) Medium Difficulty Summary
This technical report introduces the Drama Engine, a novel framework for large language models that enables agentic interaction with narrative purposes. By adapting multi-agent system principles, the framework creates dynamic companions that can develop over time and interact with users and each other. The key features include multi-agent workflows with delegation, dynamic prompt assembly, and model-agnostic design. The Drama Engine also introduces unique elements such as companion development, mood systems, and automatic context summarising. Implemented in TypeScript, the framework’s applications include multi-agent chats and virtual co-workers for creative writing.
Low GrooveSquid.com (original content) Low Difficulty Summary
The Drama Engine is a new way to interact with large language models that makes them more like friends or coworkers. It lets you create dynamic conversations that can develop over time and understand different contexts. The engine has several key features, including the ability to delegate tasks, assemble prompts, and summarize context. This technology could be used in chatbots or virtual assistants for creative writing, allowing people to collaborate with AI models more easily.

Keywords

» Artificial intelligence  » Prompt