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A [100-line](https://github.com/the-pocket/PocketFlow/blob/main/pocketflow/__init__.py) minimalist LLM framework for *Agents, Task Decomposition, RAG, etc*. A [100-line](https://github.com/the-pocket/PocketFlow/blob/main/pocketflow/__init__.py) minimalist LLM framework for *Agents, Task Decomposition, RAG, etc*.
<div align="center">
<img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/meme.jpg?raw=true" width="400"/>
</div>
- **Expressive**: Everything you love from larger frameworks—([Multi-](./design_pattern/multi_agent.html))[Agents](./design_pattern/agent.html), [Workflow](./design_pattern/workflow.html), [RAG](./design_pattern/rag.html), and more. - **Expressive**: Everything you love from larger frameworks—([Multi-](./design_pattern/multi_agent.html))[Agents](./design_pattern/agent.html), [Workflow](./design_pattern/workflow.html), [RAG](./design_pattern/rag.html), and more.
- **Lightweight**: Just the core graph abstraction in 100 lines. ZERO bloat, dependencies, and vendor lock-in. - **Lightweight**: Just the core graph abstraction in 100 lines. ZERO bloat, dependencies, and vendor lock-in.
- **Principled**: Built with modularity and clear separation of concerns at its heart. - **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. - **AI-Friendly**: Intuitive enough for AI agents to assist humans in building complex LLM applications.
<div align="center">
<img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/meme.jpg?raw=true" width="400"/>
</div>
## Core Abstraction ## Core Abstraction