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zachary62 2024-12-27 23:37:27 +00:00
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A 100-line minimalist LLM framework for agents, task decomposition, RAG, etc. A 100-line minimalist LLM framework for agents, task decomposition, RAG, etc.
<div align="center">
<img src="/assets/minillmflow.jpg" width="400"/>
</div>
## Core Abstraction
We model the LLM workflow as a **Nested Flow**: We model the LLM workflow as a **Nested Flow**:
- Each **Node** handles a simple LLM task. - Each **Node** handles a simple LLM task.
- Nodes are chained together to form a **Flow** for more complex tasks. - Nodes are chained together to form a **Flow** for more complex tasks.
@ -22,6 +16,12 @@ We model the LLM workflow as a **Nested Flow**:
- Both Nodes and Flows can be **Batched** for data-intensive tasks. - Both Nodes and Flows can be **Batched** for data-intensive tasks.
- Nodes and Flows can be **Async**. - Nodes and Flows can be **Async**.
<div align="center">
<img src="https://github.com/zachary62/miniLLMFlow/blob/main/assets/minillmflow.jpg?raw=true" width="400"/>
</div>
## Core Abstraction
- [Node](./node.md) - [Node](./node.md)
- [Flow](./flow.md) - [Flow](./flow.md)
- [Communication](./communication.md) - [Communication](./communication.md)