🧠 AI Agent From Scratch

This is a simple example of building an AI Agent that can:

• Perform math calculations
• Reverse strings
• Answer simple questions

It runs a local LLM (via Ollama) and uses Python tools to execute tasks.

🚀 Setup

✅ Install Python >=3.8
✅ Install Ollama: https://ollama.com

🔧 Installation

git clone <repo-url> ai-agent-from-scratch
cd ai-agent-from-scratch

# (optional) create virtualenv
python -m venv venv
source venv/bin/activate

pip install -r requirements.txt

Make sure Ollama is running:

ollama serve
ollama pull llama2

🧪 Run

python main.py

You can then type questions like:

• Calculate 15 plus 7
• Reverse hello world
• Who are you?

🧹 Notes

• The agent always responds in JSON and picks the correct tool.
• You can add more tools in tools.py.

📜 License

MIT