Use Cases
Discover how to use TOON and other data formats for your specific needs.
LLM Optimization
Reduce token usage and improve LLM response quality with optimized data formats.
API Development
Pick API data formats: JSON for public APIs, Protobuf for internal services, TOON for LLM-facing payloads. Size, speed and compatibility compared.
Configuration Files
Use human-readable formats for application and deployment configuration.
Data Analysis
Convert and analyze data in various formats for insights and reporting.
Chatbot & RAG Pipelines
Optimize data for retrieval-augmented generation and chatbot applications.
Data Exchange
Exchange data between systems and languages: JSON for web APIs, XML for legacy integrations, and converters between TypeScript, Python and more.
Don't see your use case?
Our converter supports 8 different formats. Find the right conversion for your needs.
If your need is data cleanup rather than conversion, explore our JSON tools for repair, schema validation, and JWT inspection.