OpenSage Development Wiki¶

Welcome to the OpenSage Development Documentation!

OpenSage (Open Self-programming Agent Generation Engine) is an AI agent framework built on top of Google ADK.

Self-generating Agent Topology¶

• Dynamic creation/execution/termination of sub-agents
• Vertical topology and horizontal topology
• Agent ensemble mechanism

Dynamic Tool Synthesis¶

• Dynamic tool synthesis and management
• Tool-specific sandboxing and tool state management
• Domain-specific tool set tailored to software engineering and security tasks

Hierarchical Memory Management¶

• Short-term memory: graph-based short-term memory
• Long-term memory: a graph managed by Neo4j and stored in a separate database
• Memory agent: equipped with memory read and write tools

Documentation Index¶

Getting Started¶

• Introduction - What is OpenSage?
• Getting Started - Environment setup and installation
• Project Structure - Project structure overview

Entry Points¶

• Entry Points - Overview of entry points
• OpenSage Web Entry - Interactive web UI workflow
• Evaluation Entry - Batch evaluation workflow

Core Topics¶

• Core Components - Core components explained

Development Guides¶

• Development Guides - Development guide overview
• Adding Tools - How to add new tools
• Sandboxes - Sandbox backends and how to add new sandboxes
• Adding a Evaluation Benchmark - How to add evaluation benchmarks

Practices¶

• Best Practices - Best practices
• Tools - Tool types and patterns
• Testing Debugging - Testing and debugging

Reference¶

• Contributing - Contributing guidelines

Check the GitHub repository for the latest code