AI Interior Design

AI Interior Design

Redesign existing interiors from photos using each::sense — the intelligent AI agent that automatically selects the best model for your request.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

Using curl

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Redesign this living room in a japandi style: replace the furniture with low-profile pieces in natural wood and muted earth tones. Add a shoji-inspired room divider, floor cushions, a low coffee table, and indoor bonsai plants. Keep the room dimensions and window positions. Warm natural lighting, photorealistic interior design rendering."},
              {"type": "image_url", "image_url": {"url": "https://example.com/current-living-room.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Using Python (OpenAI SDK)

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_EACHLABS_API_KEY",
    base_url="https://eachsense-agent.core.eachlabs.run/v1"
)

response = client.chat.completions.create(
    model="eachsense/beta",
    messages=[{
        "role": "user",
        "content": "Redesign this living room in a japandi style: replace the furniture with low-profile pieces in natural wood and muted earth tones. Add a shoji-inspired room divider, floor cushions, a low coffee table, and indoor bonsai plants. Keep the room dimensions and window positions. Warm natural lighting, photorealistic interior design rendering."
    }],
    # Images are included in the message content array above
)

print(response.choices[0].message.content)

With Reference Image

Provide the current room plus a style reference or mood board:

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Redesign the room in the first image to match the style of the second image. Apply the same color palette, material choices, and furniture style. Preserve the room layout and window placement from the first image. Photorealistic interior design visualization."},
              {"type": "image_url", "image_url": {"url": "https://example.com/current-room.jpg"}},
              {"type": "image_url", "image_url": {"url": "https://example.com/inspiration-room.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.

Streaming

Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.

Design Styles Reference

Prompt Engineering Tips

Prompt Structure

"Redesign this [room type] in [style]:" + [specific changes] + [materials and colors] + "Keep [preserved elements]. [Lighting description], photorealistic interior design rendering."

What to Change vs. Preserve

Explicitly separate what should change from what should stay:

Change: all furniture, wall color, lighting fixtures, decor
Keep: room dimensions, window positions, ceiling height, floor layout

Material and Finish Vocabulary

matte, glossy, satin, brushed, polished, textured, distressed,
whitewashed, lacquered, oiled, patinated, raw, honed, fluted

Examples

Modern Kitchen Renovation

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Redesign this dated kitchen into a contemporary open kitchen: flat-panel white cabinets, quartz waterfall island in calacatta marble pattern, matte black fixtures and hardware, integrated appliances, pendant lights over the island. Keep the window placement and room footprint. Bright natural light, photorealistic architectural visualization."},
              {"type": "image_url", "image_url": {"url": "https://example.com/old-kitchen.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Cozy Bedroom Makeover

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Transform this bedroom into a cozy bohemian retreat: change wall color to warm terracotta, add a low platform bed with a rattan headboard and layered textile bedding in rust and cream, macrame wall hanging, vintage kilim rug, trailing pothos plants on a shelf. Warm evening lamp glow, photorealistic interior design photo."},
              {"type": "image_url", "image_url": {"url": "https://example.com/plain-bedroom.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Bathroom Upgrade

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Redesign this bathroom into a spa-inspired space: replace tiles with large-format zellige tiles in sage green, freestanding oval soaking tub, floating vanity in natural oak with a vessel stone basin, matte brass fixtures, frameless glass shower partition, eucalyptus branch in a ceramic vase. Soft diffused lighting, photorealistic interior visualization."},
              {"type": "image_url", "image_url": {"url": "https://example.com/old-bathroom.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Workflow: Before/After Comparison

# Generate redesigns in multiple styles for client comparison
ROOM="https://example.com/current-room.jpg"

DESIGNS=(
  "modern minimalist: white walls, clean-line furniture in light oak, minimal decor, lots of negative space"
  "bohemian eclectic: warm terracotta walls, layered textiles, vintage furniture, plants everywhere"
  "art deco luxury: dark teal walls, velvet furniture, brass accents, geometric patterns, dramatic lighting"
)

for DESIGN in "${DESIGNS[@]}"; do
  curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
    -H "Content-Type: application/json" \
    -H "X-API-Key: $EACHLABS_API_KEY" \
    -d "{
      \"messages\": [{\"role\": \"user\", \"content\": \"Redesign this room in $DESIGN style. Keep the room dimensions and windows. Photorealistic interior design rendering.\"}],
      \"image_urls\": [\"$ROOM\"],
      \"stream\": false
    }"
  echo "---"
done

Common Pitfalls

• Not anchoring to the photo — without image_urls, you get a generic room, not a redesign of your specific space.
• Changing the architecture unintentionally — always state "keep room dimensions, window positions, and ceiling height."
• Mixing too many styles — "industrial bohemian art deco" produces incoherent results. Pick one primary style.
• Ignoring scale — specifying oversized furniture in a small room creates unrealistic output.
• Forgetting lighting — mention lighting fixtures and ambient light quality to set the right mood.

Related Skills

• AI Virtual Staging — Furnish empty rooms
• AI Exterior Remodel — Exterior renovation ideas
• AI Floor Plan — Floor plan generation
• AI Property Video — Property walkthrough videos

Related Models

• flux-2-max — Highest quality image generation
• flux-kontext-pro — Best for image-guided edits
• nano-banana-pro — Fast iterations

Documentation

• each::sense Overview
• each::labs API