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@ -30,6 +30,10 @@ We model the LLM workflow as a **Graph + Shared Store**:
- [(Advanced) Async](./core_abstraction/async.md) nodes/flows allow waiting for asynchronous tasks. - [(Advanced) Async](./core_abstraction/async.md) nodes/flows allow waiting for asynchronous tasks.
- [(Advanced) Parallel](./core_abstraction/parallel.md) nodes/flows handle I/O-bound tasks. - [(Advanced) Parallel](./core_abstraction/parallel.md) nodes/flows handle I/O-bound tasks.
<div align="center">
<img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/abstraction.png" width="500"/>
</div>
## Design Pattern ## Design Pattern
From there, its easy to implement popular design patterns: From there, its easy to implement popular design patterns:
@ -41,6 +45,10 @@ From there, its easy to implement popular design patterns:
- [Structured Output](./design_pattern/structure.md) formats outputs consistently. - [Structured Output](./design_pattern/structure.md) formats outputs consistently.
- [(Advanced) Multi-Agents](./design_pattern/multi_agent.md) coordinate multiple agents. - [(Advanced) Multi-Agents](./design_pattern/multi_agent.md) coordinate multiple agents.
<div align="center">
<img src="https://github.com/the-pocket/PocketFlow/raw/main/assets/design.png" width="500"/>
</div>
## Utility Function ## Utility Function
We provide utility functions not in *codes*, but in *docs*: We provide utility functions not in *codes*, but in *docs*: