From 5cbe530ed7714f155d112c26cb4be49d1853567f Mon Sep 17 00:00:00 2001 From: Zachary Huang <33015448+zachary62@users.noreply.github.com> Date: Wed, 5 Mar 2025 11:45:27 -0500 Subject: [PATCH] Update README.md --- README.md | 37 +++++++++++++++++-------------------- 1 file changed, 17 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index d0c5f0e..381c9bc 100644 --- a/README.md +++ b/README.md @@ -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). - 🎉 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: + +
+ +| 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)
Web Search | + +
+ +- Want to create your own Python project? Start with [this template](https://github.com/The-Pocket/PocketFlow-Template-Python) + ## Why Pocket Flow? 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. - 🤖 The agent (like Cursor AI) **implements App** your code automatically. -
@@ -35,7 +51,6 @@ For a new development paradigmn: **Build LLM Apps by Chatting with LLM agents, N

-
👈 How to set up Pocket Flow for LLM agents?
@@ -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*.
- -## What can Pocket Flow build? - -✨ Below are examples of LLM Apps built on top of Pocket Flow + Cursor AI: - -
- -| 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)
Web Search | - -
- -- 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? The [100 lines](pocketflow/__init__.py) capture what we believe to be the core abstraction of LLM frameworks: