[P] Multi-Agent LLM Applications | A Review of Current Research, Tools, and Challenges

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[Complex tasks can be addressed by a collection of agents that collaborate towards a solution. They also pose a set of challenges.](https://preview.redd.it/5od0zd4l6d7c1.png?width=1456&format=png&auto=webp&s=a4fddeac08c5457da91aa52be23e07e8f5987548)

Full article - [https://newsletter.victordibia.com/p/multi-agent-llm-applications-a-review](https://newsletter.victordibia.com/p/multi-agent-llm-applications-a-review)

# Agents: What and Why?

Let us consider the following (complex) supply chain problem problem (in the diagram above) …


>Is it possible for Roastery 1 to be exclusively used by Cafe 2? How would that affect overall cost?

To address this question, typically a supply chain expert, collaborating with other domain experts, …

agent agents applications challenges cost current llm llm applications machinelearning multi-agent question research review supply chain tools