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@ -19,6 +19,23 @@ Pocket Flow: A [100-line](pocketflow/__init__.py) minimalist LLM framework
- To learn more, check out the [documentation](https://the-pocket.github.io/PocketFlow/). For an in-depth design dive, read the [essay](https://github.com/The-Pocket/.github/blob/main/profile/pocketflow.md). - To learn more, check out the [documentation](https://the-pocket.github.io/PocketFlow/). For an in-depth design dive, read the [essay](https://github.com/The-Pocket/.github/blob/main/profile/pocketflow.md).
- 🎉 We now have a [discord](https://discord.gg/hUHHE9Sa6T) - 🎉 We now have a [discord](https://discord.gg/hUHHE9Sa6T)
## What can Pocket Flow build?
✨ Below are examples of LLM Apps built on top of Pocket Flow + Cursor AI:
<div align="center">
| Formal App Name | Informal One-Liner |Difficulty | Learning Objectives |
| :------------- | :------------- | :------------- | :--------------------- |
| [Youtube Summarizer](https://github.com/The-Pocket/Tutorial-Youtube-Made-Simple) | Explain YouTube Videos to you like you're 5 | ★☆☆ *Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html) |
| [YC Adice Retriever](https://github.com/The-Pocket/Tutorial-YC-Partner) | AI Paul Graham, in case you don't get in | ★☆☆ *Beginner* | [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html) |
| [Cold Opener Generator](https://github.com/The-Pocket/Tutorial-Cold-Email-Personalization) | Instant icebreakers that turn cold leads hot | ★☆☆ *Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html) <br> Web Search |
</div>
- Want to create your own Python project? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)
## Why Pocket Flow? ## Why Pocket Flow?
For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, Not Coding**! For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, Not Coding**!
@ -26,7 +43,6 @@ For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, N
- 🧑 Human **describe LLM App requirements** in a design doc. - 🧑 Human **describe LLM App requirements** in a design doc.
- 🤖 The agent (like Cursor AI) **implements App** your code automatically. - 🤖 The agent (like Cursor AI) **implements App** your code automatically.
<br> <br>
<div align="center"> <div align="center">
<a href="https://youtu.be/0Pv5HVoVBYE" target="_blank"> <a href="https://youtu.be/0Pv5HVoVBYE" target="_blank">
@ -35,7 +51,6 @@ For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, N
</div> </div>
<br> <br>
<details> <details>
<summary>👈 <b>How to set up Pocket Flow for LLM agents?</b></summary> <summary>👈 <b>How to set up Pocket Flow for LLM agents?</b></summary>
<br> <br>
@ -59,24 +74,6 @@ For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, N
In short, the **100 lines** ensures LLM Agents follows *solid coding practices* without sacrificing *flexibility*. In short, the **100 lines** ensures LLM Agents follows *solid coding practices* without sacrificing *flexibility*.
</details> </details>
## What can Pocket Flow build?
✨ Below are examples of LLM Apps built on top of Pocket Flow + Cursor AI:
<div align="center">
| Formal App Name | Informal One-Liner |Difficulty | Learning Objectives |
| :------------- | :------------- | :------------- | :--------------------- |
| [Youtube Summarizer](https://github.com/The-Pocket/Tutorial-Youtube-Made-Simple) | Explain YouTube Videos to you like you're 5 | ★☆☆ *Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html) |
| [YC Adice Retriever](https://github.com/The-Pocket/Tutorial-YC-Partner) | AI Paul Graham, in case you don't get in | ★☆☆ *Beginner* | [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html) |
| [Cold Opener Generator](https://github.com/The-Pocket/Tutorial-Cold-Email-Personalization) | Instant icebreakers that turn cold leads hot | ★☆☆ *Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html) <br> Web Search |
</div>
- Do you want to create your own Python project? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python)
## How does Pocket Flow work? ## How does Pocket Flow work?
The [100 lines](pocketflow/__init__.py) capture what we believe to be the core abstraction of LLM frameworks: The [100 lines](pocketflow/__init__.py) capture what we believe to be the core abstraction of LLM frameworks: