LLM Growing Agent — A Self-Evolving AI

This project is a self-reflective AI agent that thinks, stores its thoughts, evolves its own memory schema, and is interactable in a simple desktop GUI.

It’s designed to be a complete thinking agent with journaling, reflection prompts, SQL schema evolution, and web search capabilities.

Features

• Autonomous journaling and reflection
• Self-evolving memory using SQLite
• Schema awareness and auto-migration
• Short-term memory buffer
• Reflection prompt scoring and strategy evaluation
• Web search integration using OpenAI responses API
• Simple Tkinter-based GUI interface

Start

1. Clone the repo

   git clone https://github.com/your-username/llm_growing_agent.git
   cd llm_growing_agent

2. Input your OpenAI API Key.
3. Create your first agent.