AI Fabric Pattern

AI Fabric Pattern

Design original textile and fabric patterns 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": "Design a seamless repeating floral pattern with small wildflowers in soft pink, lavender, and sage green on a cream background. Watercolor illustration style, suitable for cotton fabric printing"
      }
    ],
    "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": "Design a seamless repeating floral pattern with small wildflowers in soft pink, lavender, and sage green on a cream background. Watercolor illustration style, suitable for cotton fabric printing"
    }]
)

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

With Reference Image

Provide a mood board or existing pattern as inspiration:

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": "Create a new seamless pattern inspired by the style and color palette of this reference. Keep the same mood but use different motifs — replace the florals with tropical leaves and exotic birds. Suitable for silk fabric."},
              {"type": "image_url", "image_url": {"url": "https://example.com/reference-pattern.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.

Pattern Categories

Prompt Engineering Tips

Prompt Structure

[seamless/repeating] + [motif description] + [color palette] + [style] + [background] + [intended use]

Key Phrases for Seamless Patterns

seamless repeating pattern, tileable design, continuous repeat,
all-over print, four-way repeat, half-drop repeat,
pattern tile, textile-ready design

Scale Descriptors

ditsy (very small repeat), small-scale, medium-scale,
large-scale, oversized motif, micro print, macro print

Examples

Art Deco Geometric

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": "Design a seamless Art Deco geometric pattern with fan shapes and stepped arches. Gold metallic and deep navy color palette on a black background. Luxurious, symmetrical, repeating tile, suitable for evening wear fabric"
      }
    ],
    "stream": false
  }'

Tropical Botanical

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": "Design a lush tropical seamless pattern with monstera leaves, palm fronds, and birds of paradise flowers. Rich greens, coral, and teal on a dark jungle green background. Hand-painted botanical illustration style, large-scale repeat for resort wear"
      }
    ],
    "stream": false
  }'

Minimalist Abstract

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": "Design a minimalist abstract seamless pattern with irregular organic dots and thin curved lines. Muted terracotta and charcoal on an off-white linen-textured background. Scandinavian design aesthetic, medium-scale repeat, suitable for home textile printing"
      }
    ],
    "stream": false
  }'

Japanese-Inspired Waves

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": "Design a seamless pattern inspired by traditional Japanese seigaiha waves. Indigo blue concentric wave arcs on a white background, clean line work, medium-scale repeat. Woodblock print aesthetic, suitable for cotton yukata fabric"
      }
    ],
    "stream": false
  }'

Batch Workflow: Colorway Variations

COLORWAYS=(
  "coral pink, dusty rose, and cream on a white background"
  "navy blue, teal, and gold on a dark charcoal background"
  "sage green, olive, and tan on a natural linen background"
  "black and white monochrome with grey accents"
)

MOTIF="seamless ditsy floral pattern with small scattered wildflowers and leaves"

for COLORS in "${COLORWAYS[@]}"; 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\": \"Design a $MOTIF in $COLORS. Hand-drawn illustration style, textile-ready repeat.\"}],
      \"stream\": false
    }"
  echo "---"
done

Common Pitfalls

• Seamless edges are hard for AI to guarantee. Always specify "seamless repeating" in the prompt; you may still need post-processing to perfect tile edges.
• Too many colors (more than 5-6) make patterns look chaotic and are expensive to print.
• Scale ambiguity — always state "small-scale", "medium-scale", or "large-scale" to control repeat density.
• Fabric suitability — mention the intended fabric (silk, cotton, polyester) to influence weight and detail level.

Related Skills

• AI Fashion Model — Show patterns on model garments
• AI Outfit Generator — Create outfits with patterned pieces
• AI Product Mockup — Apply patterns to product mockups
• AI Texture Generator — PBR textures for 3D fabrics

Related Models

• flux-2-max — Highest quality image generation
• seedream-v4-5 — Creative and artistic styles
• nano-banana-pro — Fast iterations

Documentation

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