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Intelligent AI agents on Java

Embabel is a framework designed to develop artificial intelligence agents running on the Java Virtual Machine (JVM). This structure, written in Kotlin, facilitates the integration of generative AI capabilities in enterprise software ecosystems.

Updates

  • August 27, 2026: Stars 4,290 → 4,394, latest release v1.5.1 (August 24, 2026).
  • August 15, 2026: Stars 4,255 → 4,290, latest release v1.5.0 (August 11, 2026).

What you get

  • It integrates artificial intelligence models with Java and Kotlin-based enterprise systems.
  • It solves complex tasks dynamically with automatic planning ability.
  • Thanks to strong type checking, it manages code and artificial intelligence interaction without errors.

Installation

Clone and run instances
git clone https://github.com/embabel/embabel-agent-examples
cd embabel-agent-examples/scripts/kotlin
./shell.sh

If you don't write code

🤖 Paste this into your AI agent (Claude Code · Codex · Antigravity)

I want to design an artificial intelligence agent that can plan targeted action, running on the Java Virtual Machine using the Embabel framework. Help me create a flow that can make dynamic decisions, compatible with existing object models in my code, by using @Agent, @Goal and @Action structures in a Spring-based architecture.

Related dictionary terms

ActionGenerative AIFrameworkAgentArtificial Intelligence
Who it is forIt is suitable for software developers working in the enterprise Java and Spring ecosystem who want to add advanced artificial intelligence capabilities to their applications.
LicenseApache-2.0

Links

TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-08-13: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. This page was machine-translated from the Turkish original · the Turkish version prevails.