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@ -43,10 +43,34 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!
</div> </div>
## How does Pocket Flow work?
The [100 lines](pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph!
<div align="center">
<img src="./assets/abstraction.png" width="500"/>
</div>
From there, it’s easy to implement popular design patterns like ([Multi-](https://the-pocket.github.io/PocketFlow/design_pattern/multi_agent.html))[Agents](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html), [Workflow](https://the-pocket.github.io/PocketFlow/design_pattern/workflow.html), [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html), etc.
<div align="center">
<img src="./assets/design.png" width="500"/>
</div>
✨ Below are tutorials for Tutorial For Dummies:
<div align="center">
| Tutorial Name | Description | Difficulty | Topics |
| :-------------: | :-------------: | :-------------: | :---------------------: |
| [Research Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent) | An AI agent that can search the web and answer questions | ☆☆☆ *Dummy* | [Agent](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html) |
</div>
## How to Use Pocket Flow? ## How to Use Pocket Flow?
🚀 Through **Agentic Coding**—the fastest LLM App development paradigm-where humans design and agents code! 🚀 Through **Agentic Coding**—the fastest LLM App development paradigm-where *humans design* and *agents code*!
<br> <br>
<div align="center"> <div align="center">
@ -56,8 +80,7 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!
</div> </div>
<br> <br>
✨ Below are examples of more complex LLM Apps:
✨ Below are examples of LLM Apps:
<div align="center"> <div align="center">
@ -75,19 +98,6 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!
- Want to build your own LLM App? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)! - Want to build your own LLM App? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)!
## How does Pocket Flow work?
The [100 lines](pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph!
<div align="center">
<img src="./assets/abstraction.png" width="500"/>
</div>
From there, it’s easy to implement popular design patterns like ([Multi-](https://the-pocket.github.io/PocketFlow/design_pattern/multi_agent.html))[Agents](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html), [Workflow](https://the-pocket.github.io/PocketFlow/design_pattern/workflow.html), [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html), etc.
<div align="center">
<img src="./assets/design.png" width="500"/>
</div>