embabel

Portable AI agent runtime for the JVM. One @agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

LLM and agent evaluation for Java & Kotlin. Runs in JUnit and CI. Spring AI, LangChain4j, Koog, Embabel, and any LLM client.

An Agentic AI-Driven Internal Company Knowledge System that answers from company documents and internal domain data, with cited evidence and auditable agent traces. Uses Embabel, Temporal, Qdrant, Neo4j, ElastiSearch, Minio, PostgreSQL, gRPC and Claude API.

A Spring Boot Embabel demo focused on showcasing how @condition drives decision-making in an e-commerce replacement workflow. The agent checks conditions such as product stock availability: if a product is in stock, a replacement is issued; if the product is out of stock, a refund is initiated.

Airline chatbot demo for Embabel

A simple Spring Boot project using the Embabel framework with a REST API–based meeting summarizer agent that leverages GOAP planning and LLMs for extracting key insights and action items.

Spring Boot starter for live workflow visualization of Embabel agents — actuator endpoint, REST API, and interactive pan/zoom UI

Stop Prompting, Start Planning — Reliable Agentic AI with Embabel. Goal-Oriented Action Planning (GOAP) for controllable, explainable, testable enterprise agents in Java & Spring.

Detect contributor factions and predict project forks using GitHub PR review graph dynamics. Built with Embabel, Neo4j GDS, and Spring Boot.

Presented at Uberconf 2026

A full-day hands-on workshop for building safe, explainable, domain-grounded AI agents — a goal-oriented Embabel (Java) conference-planner you grow across before/after lab branches, with a Diátaxis docs site.

minimal example of an agent built with Embabel for generating technical Markdown drafts

Demo project to plan travel destinations with Embabel

AI-powered customer support agent demo using Rod Johnson's Embabel framework for Java Spring Boot applications

MCP server for BioInsight Graph - Embabel agents call the same FastAPI /api/v1 surface as the React explorer.

A Spring Boot Embabel Shell demo showcasing a meeting summarizer agent that uses GOAP planning and LLMs to extract key points and action items from transcripts.

A demo MCP server for Confluence built using Embabel. It shows how AI agents can retrieve data from Confluence through REST APIs and perform operations such as creating new pages using the Model Context Protocol.

An example agentic AI based on Embabel, Spring AI and YugabyteDB that predicts flight delays

ALCI Assessor — AI Literacy assessment chatbot built with Embabel Agent Framework

Argus — a Kubernetes DevOps assistant for cluster operations, workload management, and incident response on production homelabs