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Spring AI - Structured Output

This repository demonstrates how to use Spring AI's Structured Output Converters to transform responses from Large Language Models (LLMs) into clean, usable data formats for your Java applications.

🚀 It covers several key ways to get structured data:

  • Generating raw JSON responses directly from the AI model.
  • Converting AI output into specific Java objects (Entities) using BeanOutputConverter.
  • Obtaining a List of Java objects (Entities) for multiple structured items.
  • Getting flexible Map-based output (Map<String, Object>) for dynamic data structures.
  • Retrieving simple Lists of Strings using ListOutputConverter.

All examples are built around a fun "Social Media Analytics" theme.

📖 Dive Deeper: For a complete walkthrough, detailed explanations of each structured output type, and step-by-step instructions, read our blog post.
👉 Spring AI Structured Output: Converting AI Responses into Structured Data

🎥 Visual Learning: Prefer video tutorials? Watch our step-by-step implementation guide on YouTube.
👉 Spring AI Structured Output: Convert AI Responses to Java Objects in Minutes

📦 Environment Variables

Make sure to provide these Java environment variables when running the application:

  • GEMINI_API_KEY: Your Google Gemini API key.