🤖 Simple Agentic AI Demo (Python)

A "ReAct" (Reason + Act) Agent built from scratch in Python without external LLM libraries.

🚀 Overview

This project demonstrates the core concept of Agentic AI—moving beyond chatbots to systems that can autonomously execute tools.

Unlike a standard LLM which only outputs text, this agent:

1. Reasons about a user request.
2. Decides which tool to use (Calculator or Security Scanner).
3. Executes the tool in a safe Python environment.
4. Returns the actual result to the user.

🛠️ Features

• Mock LLM Brain: Simulates decision-making logic using Regex patterns.
• Tools:
  • calculate(): Safely evaluates mathematical expressions.
  • check_ip_reputation(): Simulates a cybersecurity scan for malicious IPs.
• Safety: Implements input sanitization and error handling.

💻 How to Run

1. Clone the repository:

   git clone [https://github.com/krinathakkar646/Simple-Agentic-AI.git](https://github.com/krinathakkar646/Simple-Agentic-AI.git)
   

2. Run the Agent

   python agent.py