BerriAI / litellm
github.com·3d ago
Developer Tools
GitHub Trending·Aug 12·5 min read
embabel / embabel-agent
TL;DR
Embabel is an agent framework designed for the Java Virtual Machine (JVM), enabling developers to build and manage agents efficiently. Its architecture simplifies the integration of various functionalities within JVM applications.
✦ Why It Matters
Explore Embabel today to enhance your JVM applications with efficient agent management capabilities.
Key Takeaways
- Leverage dynamic planning for adaptable application behavior.
- Utilize strong typing for safer and more maintainable code.
- Integrate LLMs efficiently for cost-effective AI solutions.
- Easily test and manage complex workflows in your applications.
How It Works
Embabel models agentic flows through actions, goals, and conditions, allowing the system to dynamically replan after each action. This is akin to an OODA loop (Observe, Orient, Decide, Act), enabling the framework to adapt based on real-time data and previous actions.
The planning step is pluggable, with support for Goal Oriented Action Planning (GOAP) and Utility AI, allowing for flexible decision-making based on the current state and goals.