Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents
there is a lack of systematic knowledge to guide practitioners in designing the agents considering challenges of goal-seeking (including generating instrumental goals and plans)
In this paper, we present a pattern catalogue consisting of 18 architectural patterns with analyses of the context, forces, and trade-offs as the outcomes from the previous literature review
foundation models (FMs)
4 Pattern Catalogue for Foundation Model-based Agents
Table 1
Figure 2（IMO：個々を見ていく前に、この図でシステムの全体感を掴むとよさそう）
https://i0.wp.com/research.csiro.au/ss/wp-content/uploads/sites/281/2024/07/ecosystem.jpg?resize=839%2C843&ssl=1
When users interact with the agent, passive goal creator and proactive goal creator can help comprehend users’ intentions and environmental information, and formalised the eventual goals in context engineering
prompt/response optimiser refines the prompts or instructions to other agents/tools based on the predefined templates for certain format or content requirements
「プロンプトや指示を改良する」