#Authors : Abdalla Mohamed , George Fahmy

genai-agent-hackathon-cairo-2025

This public repository contains two practical tutorials designed for participants of the GenAI Agent Hackathon — Cairo 2025. It provides a hands-on introduction to building applications powered by Large Language Models (LLMs), with a focus on real-world agent workflows and tools.

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Technincal_workshops/

1. private_tutor_llm_app/ — LLM Application Technical Workshop

A Google Colab notebook demonstrating how to build a simple Private Tutor application. This tutorial walks through the essential components of an LLM-based application, including:

• Prompt Engineering
• RAG (Retrieval-Augmented Generation)
• Multi-pass LLM Calling
• Tool Usage and Conditional Logic

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2. coder_agent/ — How to Build a Coding Agent

A standalone Python project showcasing how to build an intelligent Coding Agent from scratch. It guides you through:

• Agent Workflow
• Implementing Tool Calling (e.g agentic actions: run_command , list_directories .... )
• Agent Iteration Logic
• End Goal shaping

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📁 material/ — Technical Slides & Workshop Resources

This folder contains the official technical slides used during the hackathon workshops.

#Authors : Abdalla Mohamed , George Fahmy