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Pocket Flow is a [100-line](pocketflow/__init__.py) minimalist LLM framework Pocket Flow is a [100-line](pocketflow/__init__.py) minimalist LLM framework
- **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**: Just the core graph abstraction in 100 lines. Zero bloat, zero dependencies, zero vendor lock-in. - **Lightweight**: Just the core graph abstraction in 100 lines. Zero bloat, zero dependencies, zero vendor lock-in.
- **Principled**: Built with modularity and clear separation of concerns at its heart for maintainable codes. - **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.
- **AI-Friendly**: Intuitive enough for AI agents (e.g., Cursor AI) to help humans code. - **AI-Friendly**: Intuitive enough for AI agents (e.g., Cursor AI) to help humans code.
- **Principled**: Built with modularity and clear separation of concerns at its heart for maintainable codes.
- To install, ```pip install pocketflow```or just copy the [source code](pocketflow/__init__.py) (only 100 lines). - To install, ```pip install pocketflow```or just copy the [source code](pocketflow/__init__.py) (only 100 lines).
- 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). - 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).