diff --git a/README.md b/README.md index c50af5c..ec46432 100644 --- a/README.md +++ b/README.md @@ -43,10 +43,34 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework! +## How does Pocket Flow work? + +The [100 lines](pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph! + +
+ +
+ +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. + +
+ +
+ +✨ Below are tutorials for Tutorial For Dummies: + +
+ +| 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) | + +
+ ## 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*!
@@ -56,8 +80,7 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!

- -✨ Below are examples of LLM Apps: +✨ Below are examples of more complex LLM Apps:
@@ -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)! -## How does Pocket Flow work? - -The [100 lines](pocketflow/__init__.py) capture the core abstraction of LLM frameworks: Graph! - -
- -
- -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. - -
- -