Repair broken JSON and coerce messy LLM outputs into strict Pydantic models.
Project description
Json Repair Tool 🛠️
Stop your AI pipelines from crashing on bad JSON.
json-repair-tool is a zero-config wrapper that combines fuzzy JSON repair with "soft coercion" for Pydantic models. It is designed specifically for handling the messy, non-deterministic output of Large Language Models (LLMs).
The Problem
LLMs are bad at strict structured output. They often return:
- Markdown code blocks (
```json ...) - Python booleans (
Trueinstead oftrue) - Chatty prefixes ("Here is your data: { ... }")
- "Fuzzy" types ("$100" instead of
100.0)
Quick Start
pip install json-repair-tool
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