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AI Chatbot for Image Generation

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Information

The AI chatbot for image generation is an interactive tool based on Stable Diffusion Web UI. It allows you to create visual content using text queries in the format of dialogue.

AI Chatbot for Image Generation. Main Features

  • Image Generation from Text (txt2img) — transforms user text requests into high-quality images with customizable parameters and styles;
  • Modification of Existing Images (img2img) — allows changes to user-uploaded images based on text instructions with control over the extent of modifications;
  • Inpainting and Outpainting — interactive tools for replacing or drawing parts of an image;
  • Various Sampling Methods — multiple algorithms (DPM++, Euler, LMS, etc.) accessible through the Stable Diffusion Web UI interface to control quality and speed of generation;
  • Sample and Checkpoint Management — capability to save and load various models and weights for style customization;
  • Integration with Additional Tools — compatibility with GFPGAN, CodeFormer, and other tools for improving image quality;
  • Dialog Interface — natural interaction with AI for refining parameters and iteratively enhancing results;
  • Scaling and Resolution Enhancement — built-in tools for improving image quality;
  • Extensibility through Scripts and Plugins — support for user extensions for additional functionalities;
  • Built-in Hints and Guides — interactive assistance with recommendations for creating effective queries.

Deployment Features

ID Compatible OS VM BM VGPU GPU Min CPU (Cores) Min RAM (Gb) Min HDD/SDD (Gb) Active
186 Ubuntu 22.04 + + + + 4 32 - Yes
  • Installation time 10-15 minutes including OS.
  • System Requirements:
    • Processor: at least 4 CPU cores;
    • RAM: at least 32 GB of memory;
    • Graphics Card: recommended not less than 8 GB of video memory (VRAM).
  • Supported Image Resolutions:
    • Base resolution for standard models: 512 × 512;
    • Capability to generate images with different aspect ratios and resolutions.
  • Pre-installed Dependencies:
    • Python 3.10.12
    • python3-venv (tool for creating isolated Python environments)
    • python-dev (header files and libraries for development)
    • python3-pip (Python package manager)
    • NVIDIA drivers
  • Project directory: /home/sd/stable-diffusion-webui.
  • Pre-installed models: sd_xl_base_1.0.safetensors

Getting Started After Deploying the AI Chatbot

Upon the completion of your order and payment process, a notification will be sent to the email address provided during registration, confirming that the server is ready for operation. This communication includes the VPS IP address and login credentials necessary for connection purposes. Our company's equipment management team utilizes our control panels for servers and APIs — specifically, Invapi.

The authentication data can be found in the Info >> Tags section of the server control panel or in the email sent:

  • Link to access the AI chatbot control panel with web interface: in the webpanel tag;
  • Login and Password: sent by email when the server is ready for work after software deployment.

Start Menu of the AI Chatbot

After accessing via the webpanel link, the Stable Diffusion Web UI-based web interface of the AI chatbot will open:

To generate images through the chatbot, follow this algorithm of actions:

  1. Start a dialogue with the chatbot, describing the desired image. The chatbot may suggest two modes of generation:

    • txt2img: image generation from text description;
    • img2img: modification of an uploaded image based on text.

  2. Describe the desired image in as much detail as possible. The chatbot will help formulate an effective prompt (prompt):

  1. Optional: specify what should not be present on the image (negative prompt).

Parameter Settings

  1. The chatbot will suggest setting the following parameters:

    • Seed: select a specific value or use a random seed (-1);
    • Sampling method: DPM++ 2M is recommended for standard results;
    • Sampling steps: 20 for optimal quality;
    • Image size: standard 512×512 or other sizes;
    • CFG Scale: value 7 for balance between creativity and accuracy.

  2. Additional options upon request:

    • Hires. fix: for enhanced detail;
    • Refiner: for additional processing of the result.

  3. Send the final query and wait for generation — the chatbot will display the result.

Additional Features in Stable Diffusion Web UI Interface

  • PNG Info: view and extract parameters from created images;
  • Extras: additional image processing tools;
  • Checkpoint Merger: merging models to create hybrid styles;
  • Train: tools for training custom models.

Note

Detailed information on the main settings of Stable Diffusion Web UI is contained in the developer documentation.

Ordering a Server with an AI Chatbot Using API

To install this software using the API, follow these instructions.

Some of the content on this page was created or translated using AI.