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<img src="https://img.shields.io/discord/1346833819172601907?logo=discord&style=flat"> <img src="https://img.shields.io/discord/1346833819172601907?logo=discord&style=flat">
</a> </a>
Pocket Flow is a [100-line](pocketflow/__init__.py) minimalist LLM framework Pocket Flow is a [100-line](https://github.com/The-Pocket/PocketFlow/blob/main/pocketflow/__init__.py) minimalist LLM framework
- **Lightweight**: Just 100 lines. Zero bloat, zero dependencies, zero vendor lock-in. - **Lightweight**: Just 100 lines. Zero bloat, zero dependencies, zero vendor lock-in.
@ -18,7 +18,7 @@ Pocket Flow is a [100-line](pocketflow/__init__.py) minimalist LLM framework
- **[Agentic Coding](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to)**: Let AI Agents (e.g., Cursor AI) build Agents—10x productivity boost! - **[Agentic Coding](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to)**: Let AI Agents (e.g., Cursor AI) build Agents—10x productivity boost!
- To install, ```pip install pocketflow```or just copy the [source code](pocketflow/__init__.py) (only 100 lines). - To install, ```pip install pocketflow```or just copy the [source code](https://github.com/The-Pocket/PocketFlow/blob/main/pocketflow/__init__.py) (only 100 lines).
- To learn more, check out the [documentation](https://the-pocket.github.io/PocketFlow/). To learn the motivation, read the [story](https://zacharyhuang.substack.com/p/i-built-an-llm-framework-in-just). - To learn more, check out the [documentation](https://the-pocket.github.io/PocketFlow/). To learn the motivation, read the [story](https://zacharyhuang.substack.com/p/i-built-an-llm-framework-in-just).
@ -47,7 +47,7 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!
## How does Pocket Flow work? ## How does Pocket Flow work?
The [100 lines](pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph! The [100 lines](https://github.com/The-Pocket/PocketFlow/blob/main/pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph!
<br> <br>
<div align="center"> <div align="center">
<img src="https://github.com/The-Pocket/.github/raw/main/assets/abstraction.png" width="900"/> <img src="https://github.com/The-Pocket/.github/raw/main/assets/abstraction.png" width="900"/>
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🚀 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">
<a href="https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to" target="_blank"> <a href="https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to" target="_blank">
@ -100,7 +99,6 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
</div> </div>
<br> <br>
✨ Below are examples of more complex LLM Apps: ✨ Below are examples of more complex LLM Apps:
<div align="center"> <div align="center">
@ -115,18 +113,10 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
</div> </div>
- Want to learn **Agentic Coding**? - Want to learn **Agentic Coding**?
- To setup, read this [post](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to)!
- Check out [my YouTube](https://www.youtube.com/@ZacharyLLM?sub_confirmation=1)! Read this [Guide](https://the-pocket.github.io/PocketFlow/guide.html)!
- Want to build your own LLM App? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)!
- Check out [my YouTube](https://www.youtube.com/@ZacharyLLM?sub_confirmation=1) for video tutorial on how some apps above are made!
- Want to build your own LLM App? Read this [post](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to)! Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)!
- Want to learn the detailed steps? Read this [Guide](https://the-pocket.github.io/PocketFlow/guide.html)!