How to Fix Broken JSON from LLM Quickly and Easily!

If you’ve ever wrestled with broken JSON data from LLMs, you know how frustrating it can be . Checkout JSON Repair , a Python module by Stefano Baccianella, that’s here to save the day!

This library is specifically crafted to fix invalid JSON, making it perfect for anyone working with LLM outputs or any dynamic JSON data source.

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Why You’ll Love JSON Repair

• Effortless Fixes: Repairs common JSON issues like missing commas or unmatched brackets in seconds .
• AI-Friendly: Especially useful for cleaning up JSON responses from large language models .
• User-Friendly: Easy-to-use Python interface that anyone can master .
• Versatile: Can completely replace json.loads() in your projects .
• Actively Maintained: Regular updates ensure compatibility and robustness .

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Quick Start Tutorial

Here’s how easy it is to use JSON Repair:

• Install the library: pip install json-repair
• Use it in your Python code:

from json_repair import repair_json

bad_json_string = '{"name" "Derry", blabiwbwiwabd "age": 30, "abilities": ["talk", "think",]'

good_json_string = repair_json(bad_json_string) print(good_json_string)

# Output: {"name": "Derry", "age": 30, "abilities": ["talk", "think"]}

• Replace json.loads() with JSON Repair:

import json_repair
json_string = '{"name" "Derry", blabiwbwiwabd "age": 30, "abilities": ["talk", "think",]'
decoded_object = json_repair.loads(json_string) 
print(decoded_object)
# Output: {"name": "Derry", "age": 30, "abilities": ["talk", "think"]}

1. Repair JSON and get decoded objects directly: import json_repair json_string = '{"name": "ChatGPT", "abilities": ["talk", "think",]}' decoded_object = json_repair.repair_json(json_string, return_objects=True) print(decoded_object) # Output: {'name': 'ChatGPT', 'abilities': ['talk', 'think']}

import json_repair
json_string = '{"name" "Derry", blabiwbwiwabd "age": 30, "abilities": ["talk", "think",]'
decoded_object = json_repair.repair_json(json_string, return_objects=True)
print(decoded_object)
# Output: {'name': 'ChatGPT', 'abilities': ['talk', 'think']}

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Why Wait?

With JSON Repair, you’ll never have to waste time debugging malformed JSON again. Whether you’re a developer, data scientist, or just someone who deals with JSON daily, this tool will be your best friend .

Check out the full documentation and latest updates on the GitHub repository . Give it a try today, and say goodbye to JSON headaches forever!