JSON & TOON for AI: Structured Data & LLM Prompting

intermediate 1 min read updated 15 Nov 2025
  • You will understand the core principles of JSON and TOON for AI data handling.
  • You will implement JSON Schema for robust data validation and structure.
  • You will optimize LLM prompts and responses using TOON's capabilities.
  • You will build agents for structured data extraction and generation.

Welcome to JSON & TOON for AI. This course is designed for developers and AI practitioners looking to enhance their ability to manage structured data and optimize interactions with Large Language Models (LLMs).

Throughout this guide, you will first establish a strong foundation in both JSON and TOON, then progress to intermediate topics like schema validation and advanced TOON features. The course culminates in practical guided projects, demonstrating how to apply these concepts to real-world AI challenges, including prompt optimization and data extraction.

Chapters

  1. 01 Advanced Topics: Hybrid Approaches and Ecosystems 7m
  2. 02 Advanced Topics: Performance Comparison and Optimization 8m
  3. 03 Bonus Section: Further Learning and Resources 4m
  4. 04 Core Concepts: Understanding JSON 7m
  5. 05 Core Concepts: Understanding TOON 9m
  6. 06 Intermediate Topics: JSON Schema and Validation 8m
  7. 07 Advanced TOON Features and Best Practices for LLM Efficiency 7m
  8. 08 Introduction to JSON and TOON for AI 6m
  9. 09 Guided Project 2: Optimizing LLM Prompts with TOON 10m
  10. 10 Extract Structured Data from Text Using AI and JSON Schema 8m