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A six-stage Python pipeline restates questions, forms hypotheses, plans SQL, validates data support, and recommends actions before answering. It flags promotion 4's top average of 8.00 as unreliable because only one order backs it. The toolkit works with Anthropic or OpenAI APIs and runs against any table.
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Summary by ByteBrief
Open-Source Models Near GPT-5 Performance on Many Tasks