EvoAI

evoAI: LLMs + evolution

evo-ai is a local runner for Ollama that enhances any LLM with agentic capabilities — enabling models not just to use tools, but to create new ones autonomously and invoke them when needed.

💡 Think of it as a LLM which has real-time, self-expanding toolchains built on-demand by the LLM itself.

Features: 🛠️ Tool Creation On the Fly When the LLM encounters a missing tool or function, it can generate and register new code snippets or scripts to accomplish the task.

Modular & Local: No cloud dependencies. Everything runs locally via Ollama, ensuring privacy and full control.

Supports Any LLM: Works with any LLM accessible via Ollama (e.g., LLaMA, Mistral, Code LLMs, etc).

⚠️ Note: The effectiveness of this application heavily depends on the capabilities of the LLM you choose. For best results, use models that excel at coding and analytical reasoning.

📦 Installation

Prerequisites:

• Ollama installed

git clone https://github.com/pahulgogna/evoAI.git

cd evoAI

npm install

🧪 Usage

Run the agent:

Give it a goal and let the model break it down, create tools, and execute steps autonomously.

🧠 How It Works

Introspective Planning The LLM receives your high-level goal and plans a multi-step solution.

Tool Audit Checks available tools. If something’s missing, it builds it.

Execution Executes tools in sequence, handling input/output passing and error catching.

Self-Extension If new needs arise during execution, the agent can loop back and generate new capabilities on the fly.

🔒 Security Note Since the LLM can generate and execute arbitrary code, it's strongly recommended to run in a sandboxed or containerized environment if you're testing unfamiliar prompts.

🛠️ Project Structure

evoAI/
     ├── src/
            ├── electron/
            ├── ui/

🤝 Contributing Pull requests are welcome! For major changes, please open an issue first to discuss what you’d like to change.