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upgrade: real LLM SDKs, multi-model tenants, RAG visualizer, 506-company FinanceBench demo, full production polish #34

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docs: FinanceBench eval results — 45% auto-score with Claude Opus 4.6

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upgrade: real LLM SDKs, multi-model tenants, RAG visualizer, 506-company FinanceBench demo, full production polish #34

docs: FinanceBench eval results — 45% auto-score with Claude Opus 4.6
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