Rapid Prototyping of AI Agents with Hotswappable Components - Introducing Roy

Hey r/deeplearning! I wanted to share Roy, a new open source toolkit for rapidly prototyping AI agents with hotswappable components.

[https://github.com/JosefAlbers/Roy](https://github.com/JosefAlbers/Roy)

Roy aims to simplify and accelerate multi-agent development using language models. It provides modular building blocks to quickly create and evaluate agent designs by hotswapping key parts like models, prompts, architectures.

Some key features:

* Hotswappable components - Easily swap language models, prompts, architectures.
* Rapid benchmarking - Quickly evaluate variants on coding, math, etc.
* Retrieval augmented generation …

agent agents ai agents building components deeplearning designs development hey language language models modular open source prototyping toolkit