Prompt Mixer - real-time LLM steering UI (github.com)

A new tool called Prompt Mixer has been introduced, providing a real-time user interface for steering large language models (LLMs) mid-generation. This innovative environment allows users to mix individual prompt components, represented as draggable anchors on a canvas. The distance from the center of the canvas indicates the weight each component carries in the final output, giving users enhanced control over the generated content. The significance of Prompt Mixer for the AI/ML community lies in its ability to facilitate more precise and intuitive interactions with LLMs. The tool features a minimalist chat interface for generating and editing messages, with functions to regenerate, pause, or slow down the generation process for detailed adjustments. Furthermore, it integrates seamlessly with any OpenAI-compatible API and stores data locally in an encrypted vault, ensuring user privacy. This flexibility and enhanced control mark a notable advancement in prompt engineering, empowering developers and researchers to fine-tune AI model responses more effectively.