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@ -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! ## 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.
- **[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.
- **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.
## What Is Pocket Flow? Graph + Shared Store ## 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: 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*. - **Computation**: A *graph* that breaks down tasks into nodes, with *branching, looping, and nesting*.
- **Communication Model**: A *shared store* that all graph nodes can read and write to. - **Communication**: A *shared store* that all nodes can read and write to.
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