Go library for detecting the user's home directory without cgo

Multi-module test support framework for Embabel Agent applications providing integration testing, mock AI services, and test configuration utilities

Interactive Spring Shell-based command-line interface for the Embabel Agent platform, providing terminal interaction, chat sessions, and agent management commands.

Spring Boot starter providing auto-configuration for Model Context Protocol (MCP) client with Spring WebFlux, enabling reactive AI applications to connect to MCP servers via SSE and Streamable HTTP transports

Spring AI integration for Azure OpenAI services providing chat completion, text embeddings, image generation, and audio transcription with GPT, DALL-E, and Whisper models

ONNX-based Transformer models for text embeddings within the Spring AI framework

Spring Boot Starter for OpenAI integration providing auto-configuration for chat completion, embeddings, image generation, audio speech synthesis, audio transcription, and content moderation models. Includes high-level ChatClient API and conversation memory support.

Spring Boot-compatible Ollama integration providing ChatModel and EmbeddingModel implementations for running large language models locally with support for streaming, tool calling, model management, and observability.

Spring Boot auto-configuration module providing observability capabilities for Spring AI vector store operations through Micrometer integration. Automatically configures observation handlers for monitoring, tracing, and logging vector store queries and responses.

Spring Boot auto-configuration for observability of Spring AI chat model operations through Micrometer metrics and distributed tracing

Spring Boot auto-configuration for the ChatClient API in Spring AI applications

Base starter module for the Embabel Agent Framework providing core dependencies for building agentic flows on the JVM with Spring Boot integration and GOAP-based intelligent path finding.

RAG (Retrieval-Augmented Generation) framework for the Embabel Agent platform providing content ingestion, chunking, hierarchical navigation, and semantic search capabilities

Discover and Export available Agent(s) as MCP Servers

Core domain type definitions for the Embabel Agent Framework, providing foundational data classes and interfaces for agent-based AI workflows including content assets, research entities, and person types with Jackson serialization and PromptContributor capabilities.

Common AI framework utilities for the Embabel Agent system including LLM configuration, output converters, prompt contributors, and embedding service abstractions.

A2A protocol integration for Embabel Agent Framework enabling agent-to-agent communication

Spring Boot auto-configuration for chat memory functionality in Spring AI applications

Spring Boot auto-configuration for AI retry capabilities with exponential backoff and intelligent HTTP error handling

Spring Boot Starter for building Model Context Protocol (MCP) servers with auto-configuration, annotation-based tool/resource/prompt definitions, and support for STDIO, SSE, and Streamable-HTTP transports