embabel-agent

Overview

Embabel is a JVM framework for authoring agentic AI flows that combine LLM-prompted interactions with code and domain models. It features sophisticated dynamic planning, strong typing, Spring integration, and supports both annotation-based and Kotlin DSL authoring styles.

README Preview

# [Embabel Agent Framework](https://hub.embabel.com)\n\n\n\n[](https://docs.embabel.com/embabel-agent/guide/1.5.0-SNAPSHOT/)\n[](https://mvnrepository.com/artifact/com.embabel.agent/embabel-agent-api)\n\n[](https://www.yourkit.com/)\n[](https://www.ej-technologies.com/products/jprofiler/overview.html)\n[](https://sonarcloud.io/summary/new_code?id=embabel_embabel-agent)\n[](https://discord.gg/t6bjkyj93q)\n\n[//]: # ([![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=embabel_embabel-agent&metric=alert_status&token=d275d89d09961c114b8317a4796f84faf509691c)](https://sonarcloud.io/summary/new_code?id=embabel_embabel-agent))\n\n[//]: # ([![Bugs](https://sonarcloud.io/api/project_badges/measure?project=embabel_embabel-agent&metric=bugs)](https://sonarcloud.io/summary/new_code?id=embabel_embabel-agent))\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n[](https://www.apache.org/licenses/LICENSE-2.0)\n[](https://github.com/embabel/embabel-agent/pulse)\n\n    \n\nEmbabel (Em-BAY-bel) is a framework for authoring agentic flows on the JVM that seamlessly mix LLM-prompted interactions\nwith code and domain models. Supports\nintelligent path finding towards goals. Written in Kotlin\nbut offers a natural usage\nmodel from Java.\nFrom the creator of Spring.\n\n \n\n## Talk to the Docs\n\nHave questions? [Talk to the docs via the Embabel-powered hub](https://hub.embabel.com) — an\nEmbabel agent that answers your questions about the framework in natural language.\n\n## Key Concepts\n\nModels agentic flows in terms of:\n\n- **Actions**: Steps an agent takes\n- **Goals**: What an agent is trying to achieve\n- **Conditions**: Conditions to assess before executing an action or determining that a goal has been achieved.\n  Conditions are reassessed after each action is executed.\n- **Domain model**: Objects underpinning the flow and informing Actions, Goals and Conditions.\n- **Plan**: A sequence of actions to achieve a goa