1.1 KiB
1.1 KiB
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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 Directed Graph:
- Nodes handle simple (LLM) tasks.
- Nodes connect through Actions (labeled edges) for Agents.
- Flows orchestrate a directed graph of Nodes for Task Decomposition.
- A Flow can be used as a Node (for Nesting).
- Batch Nodes/Flows for data-intensive tasks.
- Async Nodes/Flows allow waits or Parallel execution
Core Abstraction
Preparation
Paradigm Implementation
- Task Decomposition
- Agent
- Map Reduce
- RAG
- Structured Output
- Evaluation
Example Projects
- TODO