
DreamStudio
When customers need product mockups, creative variations, or visual concepts, your AI agent generates them on the spot. Powered by Stability AI's Stable Diffusion models, the agent creates and transforms images based on text descriptions, all within the chat window.




Stable Diffusion's creative power, accessible through natural conversation. Your AI agent generates images, transforms references, and manages your DreamStudio account without a single click.
DreamStudio
Real scenarios where AI-generated images enhance customer interactions, from product concept mockups to on-the-fly visual content creation during live chats.
A client describes a product idea in a conversation: 'modern minimalist water bottle, matte black, on a marble countertop.' Your AI Agent sends the prompt to DreamStudio, generates four image variations at 1024x1024 resolution, and shares them in the chat. The client picks their favorite as a concept reference, all without scheduling a design meeting.
A marketing team member uploads a campaign photo and asks for 'the same scene but in a warm sunset palette.' Your AI Agent uses DreamStudio's image-to-image capability, adjusting image strength to preserve the original layout while applying the new style. Three variations arrive in seconds, ready for the team to review and select.
Before running a batch of 20 hero images for a product launch, a project manager asks the AI Agent to check DreamStudio credits. The agent reports 450 credits remaining, estimates the batch will consume roughly 80, and confirms there is sufficient budget. The team proceeds confidently without risking failed generations mid-batch.

DreamStudio
FAQs
The agent calls the List Engines endpoint to discover all models available on your account. This typically includes Stable Diffusion XL, SD 3.5, and other engines Stability AI makes available. The specific models depend on your DreamStudio account tier and Stability AI's current offerings.
The current integration focuses on image-to-image generation, where users provide a reference image along with text prompts. The agent transforms the reference according to the prompt description. For pure text-to-image without a reference, users can provide a simple base image as a starting point.
The agent controls this through the image_strength parameter, which ranges from 0 to 1. Lower values produce outputs closer to the original image, while higher values give the text prompt more influence. You can instruct the agent to keep compositions tight or allow more creative freedom.
The agent can check your credit balance before attempting generation. If credits are insufficient, it reports the current balance and suggests topping up. If a generation fails due to zero credits, the agent explains the issue clearly instead of returning a confusing error.
Generated images are delivered within the conversation context. Tars does not maintain a permanent gallery of your DreamStudio outputs. If you need to save generated images, download them during the conversation or configure your workflow to store them in your preferred storage service.
Yes. Users can specify width, height, guidance scale, number of diffusion steps, and how many samples to generate, all through natural language. The agent maps these preferences to DreamStudio API parameters. Resolutions must be multiples of 8 pixels as required by Stable Diffusion.
The DreamStudio web UI requires users to navigate a separate application with sliders and controls. Through Tars, your team or customers describe what they want in plain language, and the agent handles the technical parameters. This is faster for non-designers and keeps everything within your existing communication channel.
Tars requires your Stability API key, available from your DreamStudio account settings at platform.stability.ai. This single key authenticates all generation requests, engine queries, and balance checks. You can regenerate the key at any time if needed.
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Privacy & Security
At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.