embabel-agent

Explore the seven critical limitations of Embabel Agent 0.3.x, including unenforced skill permissions, isolated sandboxes, RAG filtering issues, and LLM output constraints.

Learn how to fine-tune Embabel-Agent models by exposing custom models as Spring AI ChatModel and configuring Llm beans with LlmOptions for precise control over model IDs and generation parameters.

Discover what kind of data embabel-agent processes. This guide covers multimodal content handling including text, images, and documents via a type-safe Kotlin API.

Deploy embabel-agent easily with this Spring Boot AI deployment guide. Add the starter dependency, configure your API key, and run locally or via Docker.

Learn embabel-agent security best practices. Secure your production apps with JWT authentication, method authorization, and enhanced observability for input validation and audit logging.

Discover how embabel-agent manages conversation state with its thread-safe architecture. Explore its layered approach, message storage, and persistence options.

Explore the embabel-agent architecture and its 14 core modules. Understand APIs, LLM integrations, RAG pipelines, and more with this comprehensive guide.

Customize Embabel-Agent easily. Tailor execution modes LLM providers domain models tool groups and observability without major rewrites. A complete guide for your specific needs.

Optimize Embabel-Agent performance with JVM tuning, LLM optimization, and smart planner selection. Batch LLM calls, prune action graphs, and tune Netty for responsiveness.

Report bugs or issues in embabel-agent by opening a GitHub issue with a reproducible example and logs. Help us fix problems fast.

Learn how to build and test embabel-agent with simple Maven commands. This guide covers compiling modules, running unit tests, and executing integration tests effectively.

Learn how Embabel-agent integrates with external tools and platforms using LLM provider abstractions, MCP, and A2A protocols for seamless interoperability. Explore our complete integration guide.