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Stop Paying for JSON: Hands‑On Token Efficiency with Toonify (TOON) for RAG and Agents in Python

Stop Paying for JSON: Hands‑On Token Efficiency with Toonify (TOON) for RAG and Agents in Python

JSON is easy, but bloated. This guide shows how to replace JSON with TOON in prompts and structured outputs to cut tokens by 30–60%, with reproducible A/B tests, Pydantic validation, and integrations for RAG/agent stacks.

Feb 20, 2026