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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*.
- **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 dependencies, and vendor lock-in. - **Lightweight**: Just the core graph abstraction in 100 lines. ZERO dependencies, and vendor lock-in.
- **Principled**: Built with modularity and clear separation of concerns at its heart. - **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.
- **AI-Friendly**: Intuitive enough for AI agents to assist humans in building complex LLM applications. - **Agentic-Coding**: Intuitive enough for AI agents to help humans build complex LLM applications.
<div align="center"> <div align="center">
<img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/meme.jpg?raw=true" width="400"/> <img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/meme.jpg?raw=true" width="400"/>
@ -62,4 +60,4 @@ We provide utility functions not in *codes*, but in *docs*:
- [(Optional) Vector Databases](./utility_function/vector.md) - [(Optional) Vector Databases](./utility_function/vector.md)
- [(Optional) Text-to-Speech](./utility_function/text_to_speech.md) - [(Optional) Text-to-Speech](./utility_function/text_to_speech.md)
## Ready to build your Apps? [Learn Agentic Coding!](./guide.md) ## Ready to build your Apps? [Learn Agentic Coding!](./guide.md)