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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.

Paper

Low Code LLM

Codes and System

In progress, coming in a very near future...