Leveraging Data Flow Programming for Scalable and Efficient AI Systems in Distributed Environments

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Satoshi Nakajima

<p>Because of the availability of various AI services and open source LLMs, we are now able to build very sophisticated "agentic" applications. Managing concurrently running multiple AI agents and controlling data-flow among them is quite difficult in traditional Promise or async/await programming. We propose a "data-flow programming" style along with a reference open-source implementation, GraphAI (https://github.com/receptron/graphai).</p>