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.
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 🔄.
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"]}- 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']}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! 😎