genai-agent-hackathon-cairo-2025

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genai-agent-hackathon-cairo-2025

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Two technical workshops from GenAI Hackathon Cairo 2025: build LLM apps with RAG & tools , and create a coding AI agent from scratch (Python).

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#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.

---
## 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**

---

## 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** 
---

## 📁 `material/` — Technical Slides & Workshop Resources

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

#Authors : Abdalla Mohamed , George Fahmy

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