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# Low-code LLM | ||
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**Low-code LLM** is a novel human-LLM interaction pattern, involving human in the loop to achieve more controllable and stable responses. | ||
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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. | ||
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<img src="https://github.com/microsoft/visual-chatgpt/blob/main/assets/low-code-llm.png" width="1000"> | ||
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## Paper | ||
Low Code LLM [Coming Soon] | ||
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## Codes and System | ||
In progress, coming in a very near future... | ||
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