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Pocket Flow: A [100-line](pocketflow/__init__.py) minimalist LLM framework Pocket Flow: 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), and more—everything you’d expect from a larger 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.
- **Lightweight**: The [core graph abstraction](https://the-pocket.github.io/PocketFlow/core_abstraction/) is just 100 lines, with no heavy dependencies or vendor lock-ins. - **Lightweight**: Only the [core graph abstraction](https://the-pocket.github.io/PocketFlow/core_abstraction/) in 100 lines. No dependencies or vendor lock-ins.
- **Principled**: Designed for clear [modularity](https://the-pocket.github.io/PocketFlow/core_abstraction/node.html) and [separation of concerns](https://the-pocket.github.io/PocketFlow/core_abstraction/communication.html). - **Principled**: Designed for clear [modularity](https://the-pocket.github.io/PocketFlow/core_abstraction/node.html) and [separation of concerns](https://the-pocket.github.io/PocketFlow/core_abstraction/communication.html).
- 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).