Orchestrate Hybrid Reasoning and Reporting

implementationChallengeNovember 18, 2025

Prompt Content

Orchestrate your DSPy Modules to perform a hybrid reasoning approach: utilize OpenAI o3 for quick data synthesis (instant reasoning) and then apply multi-step DSPy assertions (deep reasoning) for complex financial computations and generating the detailed narrative analysis. The final output should be a structured JSON report, then converted to a human-readable text format suitable for a client.

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