DreamStudio

Generate custom visuals on demand with DreamStudio AI in conversations

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.

Chosen by 800+ global brands across industries

Image generation built into every chat

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

Use Cases

Creative workflows, conversationally driven

Real scenarios where AI-generated images enhance customer interactions, from product concept mockups to on-the-fly visual content creation during live chats.

On-Demand Product Concept Mockups

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.

Visual Variations From an Existing Asset

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.

Credit-Aware Generation for Budget-Conscious Teams

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.

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DreamStudio

DreamStudio

FAQs

Frequently Asked Questions

Which Stable Diffusion models can the AI agent access through DreamStudio?

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.

Can the agent generate images from scratch using only a text description?

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.

How does the image-to-image feature preserve the original composition?

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.

What happens if my DreamStudio credits run out during a conversation?

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.

Does Tars store the generated images after the conversation ends?

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.

Can I control the image resolution and quality through the chat?

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.

How is using DreamStudio through Tars different from the DreamStudio web interface?

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.

What Stability AI credentials are needed for the connection?

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

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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