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Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead

Towards Data Science

The article discusses the limitations of using a single AI agent for complex tasks like text-to-SQL and presents a practical case for switching to a multi-agent pipeline. It provides a walkthrough of how multiple specialized agents can collaborate to improve accuracy and efficiency. The author argues that multi-agent architectures offer better modularity and performance for real-world applications.

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