diff --git a/README.md b/README.md index bf3edd9..79ce335 100644 --- a/README.md +++ b/README.md @@ -10,13 +10,15 @@ -Pocket Flow: A [100-line](pocketflow/__init__.py) minimalist LLM framework +Pocket Flow is a [100-line](pocketflow/__init__.py) minimalist LLM framework -- **Expressive**: Support ([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.—everything you’d expect from larger frameworks. +- **Expressive**: Everything you love from larger frameworks—([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), and more. -- **Lightweight**: Only the *core graph abstraction* in 100 lines. No dependencies or vendor lock-ins. +- **Lightweight**: Just the pure core graph abstraction in 100 lines. Zero bloat, zero dependencies, zero vendor lock-in. -- **Principled**: Designed for clear *modularity* and *separation of concerns*. +- **Principled**: Built with modularity and clear separation of concerns at its heart. + +- **AI-Friendly**: Intuitive enough for AI agents to assist humans in building complex LLM applications. - To install, ```pip install pocketflow```or just copy the [source code](pocketflow/__init__.py) (only 100 lines).