Update README.md

README.md

@@ -22,6 +22,13 @@ short_description: Personalized Greeting  &  Timezone Clock
 This application allows users to create personalized greeting messages and check the current local time in any global timezone.
 
 
+how we can create Agents from scratch using Python code, 
+create your very first Agent capable of performing actions such as image generation, web search, time zone checking and much more!
+To make this Agent, we’re going to use smolagents, a library that provides a framework for developing your agents with ease.
+In short, smolagents is a library that focuses on codeAgent, a kind of agent that performs “Actions” through code blocks, and then “Observes” results by executing the code.
+The agent inside smolagents is going to think, act and observe in cycle until it reaches a final answer:
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 > 🧑‍🏫 This app is part of the **Hugging Face Courses** series and was developed as an educational project to showcase how machine learning
 > can be used in real-world event scenarios.
 > Learn more at [Hugging Face Courses](https://huggingface.co/learn).
@@ -46,10 +53,23 @@ gradio_greet_time_app/
 
 
 ### Features
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+The Tools
 - Greeting Generator: Enter a name or phrase and choose how many times you'd like the greeting to be repeated. The app will generate a cheerful message like "Hello, HuggingFace!" multiple times.
 - Timezone Clock: Input a valid timezone (e.g., Europe/London, America/New_York), and the app will show the current local time for that region.
+
+The Agent
+It uses Qwen/Qwen2.5-Coder-32B-Instruct as the LLM engine. This is a very capable model that we’ll access via the serverless API.
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 ### Preview 
 
 [First Agent Template](Screenshot_15-5-2025_154725_huggingface.co.jpeg)