Multi-agent systems in AI enhance efficiency, accuracy, and reliability by distributing tasks among specialized agents such as summarizing texts and ensuring data privacy. This guide provides a comprehensive look at building such systems from scratch using Python, focusing on OpenAI’s GPT-4 model and Ollama’s LLaMA 3.2:3b model, without relying on existing frameworks.
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