Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[Feature Request]: AI Assistant for Prompt Optimization in A1111 #16858

Open
1 task done
4MagicLight4 opened this issue Feb 21, 2025 · 0 comments
Open
1 task done

[Feature Request]: AI Assistant for Prompt Optimization in A1111 #16858

4MagicLight4 opened this issue Feb 21, 2025 · 0 comments
Labels
enhancement New feature or request

Comments

@4MagicLight4
Copy link

Is there an existing issue for this?

  • I have searched the existing issues and checked the recent builds/commits

What would your feature do ?

I’d like to propose an AI-powered assistant integrated into Automatic1111's WebUI to help users optimize their prompts, troubleshoot issues, and improve image generation results.

Many users struggle with:

Getting the AI to follow instructions like (full-body images, specific poses, avoiding unwanted elements).
Understanding the best settings for samplers, CFG scale, and resolution.
Fixing common issues (bad hands, incorrect poses, composition problems).
Having an AI assistant built into A1111 could help automate prompt improvements, suggest better settings, and troubleshoot generation issues in real time.

How It Could Work
Prompt Optimization:

Suggests refinements to user prompts for better accuracy.
Detects vague or weak prompts and provides improvements.
Example: If a user types "girl laying on her back," but the model struggles, the AI can suggest adding "top-down view, lying supine, arms resting on ground."
Smart Setting Recommendations:

Suggests ideal sampling steps, CFG scale, and samplers based on the prompt.
Recommends resolution changes like (if a full-body image is requested but the resolution is too low).
Troubleshooting Mode:

Detects common mistakes (like using a high CFG scale that causes overbaked results).
Offers fixes for weird anatomy, poor hands, awkward compositions.
Integrates with ControlNet/OpenPose to guide users on using pose references.
Why This Would Be a Game-Changer
Makes A1111 more beginner-friendly.
Improves accuracy and consistency of image generations.
Saves users time by automating trial-and-error prompt adjustments.
Bridges the gap between casual users and advanced features (like ControlNet).

Would love to hear feedback from the community! If there’s interest, maybe this could be explored as a built-in feature or an extension.

If the A1111 team is open to this, I’d love for this to be implemented. Maybe it could work as an AI-powered chatbot inside the UI or as a "Prompt Optimization" button next to the Generate button.

Proposed workflow

  1. Go to ....
  2. Press ....
  3. ...

Additional information

i am still a beginner to this (started about a week ago) and you have NO IDEA ! how much ChatGPT helped me on my journey, from guiding my Automatic1111 installation step by step to helping me with setting a good prompts, good CFG scale, using the right sampling method, schedule type, resolution, how to use hires.fix, refiner, inpaint, and today i installed and used ControlNet successfully for the first time! along with making a styles.csv file and adding all those amazing styles to use and so on, AI has been a god-send for me and helping me on my learning journey, so i thought to myself imagine if everyone can have ChatGPT or any AI at their side to help them get their imagination to life in the right way.
(Sorry for typing too much, tried to make this request clear, simple and informative, I hope everyone love this request)
Much Love and Respect.

@4MagicLight4 4MagicLight4 added the enhancement New feature or request label Feb 21, 2025
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant