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# Low-code LLM

**Low-code LLM** is a novel human-LLM interaction pattern, involving human in the loop to achieve more controllable and stable responses.

As shown in the following figure:
- A Planning LLM generates a workflow for the complex tasks. The workflow is highly structured and support users to easily edit it with dragging and dropping.
- Users can edit the workflow in six pre-defined low-code operations, which are all supported by clicking, dragging or text editing.
- The reviewed workflow will guide the Implement LLM to generate responses.
- Users can continue refining the workflow until getting a satisfactory results.

<img src="https://github.com/microsoft/visual-chatgpt/blob/main/assets/low-code-llm.png" width="1000">

## Paper
Low Code LLM [Coming Soon]

## Codes and System
In progress, coming in a very near future...

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