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Mini LLM Flow

A 100-line minimalist LLM framework for agents, task decomposition, RAG, etc.

We model the LLM workflow as a Nested Flow:

• Each Node handles a simple LLM task.
• Nodes are chained together to form a Flow for more complex tasks.
• One Node can be chained to multiple Nodes based on Actions.
• A Flow can be treated as a Node for Nested Flows.
• Both Nodes and Flows can be Batched for data-intensive tasks.
• Nodes and Flows can be Async.

Core Abstraction

• Node
• Flow
• Communication
• Batch
• Async

Paradigm Implementation

• Task Decomposition
• Agent
• Map Reduce
• RAG
• Structured Output

Example Use Cases

TODO