A guide to multi-AI agent systems: Experts.js and more

Multi-AI agent systems, exemplified by the Experts.js framework, are designed to allow multiple specialized language model agents to collaborate on complex tasks by performing distinct functions such as information retrieval, data analysis, and task-specific operations like translation or content generation. This approach enhances problem-solving capabilities and efficiency by coordinating the invocation of each agent through an orchestrating assistant. Experts.js facilitates the assembly of these agents, termed Assistants, by providing tools to structure interactions and manage tasks efficiently, such as planning trips with specialized tools for city descriptions and climate details. The framework simplifies the integration and coordination of various agents, offering a scalable solution for creating sophisticated AI systems, and can work alongside alternatives like LlamaIndex, LangChain, and Haystack to leverage different models and handle specific requirements.