update readme examples

Author: zachary62

README.md

@@ -14,12 +14,50 @@
   </a>
 </p>
 
-This project crawls GitHub repositories and build a knowledge base from the code:
+This is a tutorial project of [Pocket Flow](https://github.com/The-Pocket/PocketFlow), a 100-line LLM framework. It crawls GitHub repositories and build a knowledge base from the code:
 
 - **Analyze entire codebases** to identify core abstractions and how they interact
 
 - **Transform complex code** into beginner-friendly tutorials with clear visualizations
 
 - **Build understanding systematically** from fundamentals to advanced concepts in logical steps
 
-Built with [Pocket Flow](https://github.com/The-Pocket/PocketFlow), a 100-line LLM framework.
+
+Check Out Example Tutorials for Popular GitHub Repositories:
+
+- [AutoGen Core](./AutoGen Core/index.md) - Build AI teams that talk, think, and solve problems together like coworkers!
+
+- [Browser Use](./Browser Use/index.md) - Let AI surf the web for you, clicking buttons and filling forms like a digital assistant!
+
+- [Celery](./Celery/index.md) - Supercharge your app with background tasks that run while you sleep!
+
+- [Click](./Click/index.md) - Turn Python functions into slick command-line tools with just a decorator!
+
+- [Crawl4AI](./Crawl4AI/index.md) - Train your AI to extract exactly what matters from any website!
+
+- [CrewAI](./CrewAI/index.md) - Assemble a dream team of AI specialists to tackle impossible problems!
+
+- [DSPy](./DSPy/index.md) - Build LLM apps like Lego blocks that optimize themselves!
+
+- [FastAPI](./FastAPI/index.md) - Create APIs at lightning speed with automatic docs that clients will love!
+
+- [Flask](./Flask/index.md) - Craft web apps with minimal code that scales from prototype to production!
+
+- [LangGraph](./LangGraph/index.md) - Design AI agents as flowcharts where each step remembers what happened before!
+
+- [LevelDB](./LevelDB/index.md) - Store data at warp speed with Google's engine that powers blockchains!
+
+- [MCP Python SDK](./MCP Python SDK/index.md) - Command cloud infrastructure with Python instead of clicking buttons!
+
+- [NumPy Core](./NumPy Core/index.md) - Master the engine behind data science that makes Python as fast as C!
+
+- [OpenManus](./OpenManus/index.md) - Program robot hands that move with human-like precision and grace!
+
+- [Pydantic Core](./Pydantic Core/index.md) - Validate data at rocket speed with just Python type hints!
+
+- [Requests](./Requests/index.md) - Talk to the internet in Python with code so simple it feels like cheating!
+
+- [SmolaAgents](./SmolaAgents/index.md) - Build tiny AI agents that punch way above their weight class!
+
+
+

docs/index.md

@@ -18,23 +18,23 @@ Ever stared at a new codebase written by others feeling completely lost? This pr
 
 Built with [Pocket Flow](https://github.com/The-Pocket/PocketFlow), a 100-line LLM framework.
 
-## Example Result
+## Example Tutorials for Popular GitHub Repositories
 
-- [AutoGen Core](./AutoGen Core/index.md)
-- [Browser Use](./Browser Use/index.md)
-- [Celery](./Celery/index.md)
-- [Click](./Click/index.md)
-- [Crawl4AI](./Crawl4AI/index.md)
-- [CrewAI](./CrewAI/index.md)
-- [DSPy](./DSPy/index.md)
-- [FastAPI](./FastAPI/index.md)
-- [Flask](./Flask/index.md)
-- [LangGraph](./LangGraph/index.md)
-- [LevelDB](./LevelDB/index.md)
-- [MCP Python SDK](./MCP Python SDK/index.md)
-- [NumPy Core](./NumPy Core/index.md)
-- [OpenManus](./OpenManus/index.md)
-- [Pydantic Core](./Pydantic Core/index.md)
-- [Requests](./Requests/index.md)
-- [SmolaAgents](./SmolaAgents/index.md)
+- [AutoGen Core](./AutoGen Core/index.md) - Build AI teams that talk, think, and solve problems together like coworkers!
+- [Browser Use](./Browser Use/index.md) - Let AI surf the web for you, clicking buttons and filling forms like a digital assistant!
+- [Celery](./Celery/index.md) - Supercharge your app with background tasks that run while you sleep!
+- [Click](./Click/index.md) - Turn Python functions into slick command-line tools with just a decorator!
+- [Crawl4AI](./Crawl4AI/index.md) - Train your AI to extract exactly what matters from any website!
+- [CrewAI](./CrewAI/index.md) - Assemble a dream team of AI specialists to tackle impossible problems!
+- [DSPy](./DSPy/index.md) - Build LLM apps like Lego blocks that optimize themselves!
+- [FastAPI](./FastAPI/index.md) - Create APIs at lightning speed with automatic docs that clients will love!
+- [Flask](./Flask/index.md) - Craft web apps with minimal code that scales from prototype to production!
+- [LangGraph](./LangGraph/index.md) - Design AI agents as flowcharts where each step remembers what happened before!
+- [LevelDB](./LevelDB/index.md) - Store data at warp speed with Google's engine that powers blockchains!
+- [MCP Python SDK](./MCP Python SDK/index.md) - Command cloud infrastructure with Python instead of clicking buttons!
+- [NumPy Core](./NumPy Core/index.md) - Master the engine behind data science that makes Python as fast as C!
+- [OpenManus](./OpenManus/index.md) - Program robot hands that move with human-like precision and grace!
+- [Pydantic Core](./Pydantic Core/index.md) - Validate data at rocket speed with just Python type hints!
+- [Requests](./Requests/index.md) - Talk to the internet in Python with code so simple it feels like cheating!
+- [SmolaAgents](./SmolaAgents/index.md) - Build tiny AI agents that punch way above their weight class!