diff --git a/README.md b/README.md index f1cb7e7..cdfab5b 100644 --- a/README.md +++ b/README.md @@ -21,31 +21,21 @@ A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](http ## Why Pocket Flow? Let LLM Agents Build LLM Agents for You! -Pocket Flow is designed to be **the framework used by LLM Agents**: +Pocket Flow is the framework **used by LLM Agents (e.g., Cursor AI) to build LLM Agents** for you. -- 🧑 Human users only need to specify LLM project requirements. -- 🤖 LLM Agents build the LLM project for you, using *Pocket Flow*. +To set up: -- Demo Cookbook can be found [here](cookbook) + - **[Cursor Rules](https://docs.cursor.com/context/rules-for-ai)**: Copy [.cursorrules](assets/.cursorrules) into your project’s root. -To build LLM projects with LLM Agents (Cursor, ChatGPT, Claude, etc.): - - - **[Cursor Rules](https://docs.cursor.com/context/rules-for-ai)**: Copy and paste the [.cursorrules](assets/.cursorrules) (created from [docs](docs)) into the root of your project. - - - **[ChatGPT Project](https://help.openai.com/en/articles/10169521-using-projects-in-chatgpt)**: Create a project and upload the [docs](docs) to project knowledge. + - **ChatGPT & Claude**: Create a project ([ChatGPT](https://help.openai.com/en/articles/10169521-using-projects-in-chatgpt) and[Claude](https://www.anthropic.com/news/projects)) and upload the [docs](docs) folder to project knowledge. - - **[Claude Project](https://www.anthropic.com/news/projects)**: Create a project and upload the [docs](docs) to project knowledge. - - - **GPT Store**: Try this [GPT assistant](https://chatgpt.com/g/g-677464af36588191b9eba4901946557b-mini-llm-flow-assistant). However, it uses older models and is not very good at coding. - - ## What Is Pocket Flow? Graph + Shared Store The [100 lines](pocketflow/__init__.py) capture what we believe to be the core abstraction of LLM projects: - - **Computation Model**: A *graph* that breaks down tasks into multiple nodes, with *branching, looping, and nesting*. - - **Communication Model**: A *shared store* that all graph nodes can read and write to. + - **Computation**: A *graph* that breaks down tasks into nodes, with *branching, looping, and nesting*. + - **Communication**: A *shared store* that all nodes can read and write to.