AI Engineering

Fixing AI Hallucinations with Python

Learn why prompt engineering fails, and how to completely eliminate hallucinations using Structured Outputs.

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The Fallacy

Prompt Engineering is Not Enough

Adding "Output strictly in JSON" to your prompts isn't enough for production. Unpredictable string outputs break downstream logic.

The Solution

Strict Pydantic Enforcement

Bind rigid Pydantic models to your generation pipeline using OpenAI Structured Outputs to force perfect, deterministic routing every time.

See the 3 Lines of Code