Prompt engineering is devising best practices in prompting for multi-agent AI. Multi-agentic AI Is rising fast and will soon be predominant. Here's the inside scoop.
In today’s column, I identify and showcase a new prompting approach that serves to best make use of multi-agentic AI.
Specify the task you want to have undertaken and don’t worry about which AI agents need to be used . If you think it is valuable to know, ask which agents the supervising AI has decided to make use of. It is important for you to know something about the nature of the AI agents and any conditions associated with them. Let’s consider those various aspects.
Generative AI tried to double-check my request and suggested that an additional agentic AI be run. I told the generative AI that running the additional AI agent wasn’t necessary in this instance.In this next example, I want to do the same thing I did above, but this time I am going to let generative AI determine which agentic AIs to invoke. I am in the proverbial passenger’s seat. Leave the driving to AI. That’s sometimes a huge convenience.“I need some help with my Python script.
Remember, using generative AI is like a box of chocolates – you never know for sure what you might get out of a prompt. Try to always be as specific as you can.The AI research community is pushing mightily ahead on the intricacies of multi-agent AI. You can expect new insights to arise nearly daily. I strive to bring the especially notable ones to your attention.
“The following agents are: tech support agent, cooking agent, math agent, gaming agent, therapy agent, reading agent, health agent, and fitness agent. Some agents were selected to be as unrelated as possible from other agents—such as the cooking agent—whereas some agents were selected to have a soft overlap of their expertise domain such as the health and fitness agents.”
Generative AI Large Language Model LLM Openai Chatgpt O1 O3 GPT4-O Pro Plus Anthropic Claude Google Gemini Meta Llama Microsoft Copilot Prompt Engineering Prompting Strategies Tactics Multi-Agent AI Agentic
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