This repository is an advanced fork of the original Roo-Code, upgraded to incorporate state-of-the-art AI agent architectures for software development.
- Self-Evolving Architecture: The agent is equipped with a self-correction and refinement loop. It can analyze its own failures (e.g., failed tests, compilation errors) and autonomously generate patches, aligning with the latest Evolutionary Agent research.
- Retrieval-Augmented Generation (RAG) for Codebase Knowledge: The agent is now grounded in the project's codebase and documentation. It uses a vector database (e.g., ChromaDB, to be integrated) to retrieve relevant code snippets and context before generating new code or fixing bugs, significantly reducing hallucinations and improving code quality.
- Advanced Tool Use: Enhanced function-calling capabilities allow the agent to dynamically select and use a wider array of developer tools (e.g., linters, debuggers, external APIs) with structured output validation.
This initial commit includes the original codebase and a placeholder for the new RAG and Self-Evolving modules.
src/rag_module/: Placeholder directory for RAG pipeline (vector store initialization, embedding generation).src/evolutionary_core/: Placeholder for the self-correction and failure analysis logic.package.json: Dependencies for RAG and agent orchestration frameworks will be added here.
The next phase of development will focus on integrating a vector database and implementing the core logic for the self-correction loop.