LAMBDA: A New Open-Source, Code-Free Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts and Advanced AI Models

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A team from Hong Kong Polytechnic University has developed LAMBDA, an innovative open-source, code-free multi-agent data analysis system designed to bridge the communication gap between domain experts and AI models. It eliminates the need for coding skills in data science, integrating human knowledge with AI capabilities. LAMBDA includes two cooperating agents – a programmer and an inspector – and performs strongly in both classification and regression tasks. This system leverages the latest advancements in Large Language Models, demonstrating high accuracy and low error rates in various datasets, making data science more accessible and promoting innovation.