Text To Image

Text-to-Image Generation

Metadata

• Category: compute
• SDK: @0glabs/0g-serving-broker ^0.6.5, ethers ^6.13.0
• Activation Triggers: "generate image", "text-to-image", "Flux", "image generation", "create

image"

Purpose

Generate images from text prompts using 0G Compute Network providers running Flux Turbo. Supports multiple resolutions and batch generation.

Prerequisites

• Node.js >= 22
• @0glabs/0g-serving-broker and ethers installed
• Funded and acknowledged provider with text-to-image service
• .env with PRIVATE_KEY, RPC_URL, PROVIDER_ADDRESS

Quick Workflow

1. Initialize broker
2. Get service metadata (endpoint, model)
3. Build request body with prompt, size, and count
4. Generate auth headers with request body (required for signing)
5. Make image generation request
6. Extract ChatID from ZG-Res-Key header ONLY (no body fallback)
7. Call processResponse(providerAddress, chatID) — no usage data needed

Core Rules

ALWAYS

• Include request body when generating auth headers (signing requirement)
• Get ChatID from ZG-Res-Key header only (no body fallback for images)
• Call processResponse() after every generation
• Use correct processResponse() param order: (providerAddress, chatID, usageData)
• Acknowledge provider before first use
• Start with smaller dimensions for cost-effective testing

NEVER

• Skip including the body in getRequestHeaders() for image requests
• Try to extract ChatID from the response body (images only have header)
• Generate large batches without checking balance first
• Hardcode private keys
• Use ethers v5 syntax

Code Examples

Basic Image Generation

import { ethers } from 'ethers';
import { createZGComputeNetworkBroker } from '@0glabs/0g-serving-broker';
import * as fs from 'fs';
import 'dotenv/config';

async function generateImage(prompt: string, size = '1024x1024'): Promise {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  const providerAddress = process.env.PROVIDER_ADDRESS!;
  const { endpoint, model } = await broker.inference.getServiceMetadata(providerAddress);

  const requestBody = { model, prompt, n: 1, size };

  // IMPORTANT: Include body for request signing
  const headers = await broker.inference.getRequestHeaders(
    providerAddress,
    JSON.stringify(requestBody),
  );

  const response = await fetch(`${endpoint}/images/generations`, {
    method: 'POST',
    headers: { 'Content-Type': 'application/json', ...headers },
    body: JSON.stringify(requestBody),
  });

  const data = await response.json();
  const imageUrl = data.data[0].url;

  // ChatID from header ONLY for images
  const chatID = response.headers.get('ZG-Res-Key') || response.headers.get('zg-res-key');

  if (chatID) {
    await broker.inference.processResponse(providerAddress, chatID);
  }

  return imageUrl;
}

// Usage
const imageUrl = await generateImage('A futuristic city skyline at sunset');
console.log('Image URL:', imageUrl);

Generate and Save Locally

async function generateAndSave(
  prompt: string,
  outputPath: string,
  size = '512x512',
): Promise {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  const providerAddress = process.env.PROVIDER_ADDRESS!;
  const { endpoint, model } = await broker.inference.getServiceMetadata(providerAddress);

  const requestBody = { model, prompt, n: 1, size };
  const headers = await broker.inference.getRequestHeaders(
    providerAddress,
    JSON.stringify(requestBody),
  );

  const response = await fetch(`${endpoint}/images/generations`, {
    method: 'POST',
    headers: { 'Content-Type': 'application/json', ...headers },
    body: JSON.stringify(requestBody),
  });

  const data = await response.json();

  // Process response for fee settlement
  const chatID = response.headers.get('ZG-Res-Key') || response.headers.get('zg-res-key');
  if (chatID) {
    await broker.inference.processResponse(providerAddress, chatID);
  }

  // Download and save image
  const imageData = data.data[0];
  if (imageData.b64_json) {
    fs.writeFileSync(outputPath, Buffer.from(imageData.b64_json, 'base64'));
  } else if (imageData.url) {
    const imgResponse = await fetch(imageData.url);
    const buffer = Buffer.from(await imgResponse.arrayBuffer());
    fs.writeFileSync(outputPath, buffer);
  }

  console.log(`Image saved to ${outputPath}`);
}

Batch Generation

async function batchGenerate(
  prompts: string[],
  outputDir: string,
  size = '512x512',
): Promise {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  const providerAddress = process.env.PROVIDER_ADDRESS!;
  const { endpoint, model } = await broker.inference.getServiceMetadata(providerAddress);

  if (!fs.existsSync(outputDir)) fs.mkdirSync(outputDir, { recursive: true });

  const results: string[] = [];

  for (let i = 0; i  {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  const providerAddress = process.env.PROVIDER_ADDRESS!;

  try {
    const { endpoint, model } = await broker.inference.getServiceMetadata(providerAddress);
    const requestBody = { model, prompt, n: 1, size };

    const headers = await broker.inference.getRequestHeaders(
      providerAddress,
      JSON.stringify(requestBody),
    );

    const response = await fetch(`${endpoint}/images/generations`, {
      method: 'POST',
      headers: { 'Content-Type': 'application/json', ...headers },
      body: JSON.stringify(requestBody),
    });

    if (!response.ok) {
      throw new Error(`HTTP ${response.status}: ${await response.text()}`);
    }

    const data = await response.json();
    const chatID = response.headers.get('ZG-Res-Key') || response.headers.get('zg-res-key');

    if (chatID) {
      await broker.inference.processResponse(providerAddress, chatID);
    }

    return data.data[0].url || null;
  } catch (error) {
    console.error('Image generation failed:', error);
    return null;
  }
}

Supported Sizes

| Size | Cost (approx.) | Best For | | ----------- | -------------- | ------------------- | | 256x256 | ~0.001 0G | Thumbnails, testing | | 512x512 | ~0.002 0G | Standard images | | 1024x1024 | ~0.003 0G | High quality |

Anti-Patterns

// BAD: Missing body in getRequestHeaders for images
const headers = await broker.inference.getRequestHeaders(providerAddress);
// Must include: getRequestHeaders(providerAddress, JSON.stringify(requestBody))

// BAD: Trying to get chatID from response body
const chatID = data.id; // WRONG for images — use header only

// BAD: Large batch without balance check
await batchGenerate(hundredPrompts, './out'); // May run out of funds

// BAD: Hardcoding private keys
const wallet = new ethers.Wallet('0xabc123...', provider); // NEVER do this

// BAD: ethers v5 syntax
const provider = new ethers.providers.JsonRpcProvider(url); // v5!

Common Errors & Fixes

| Error | Cause | Fix | | ------------------------- | --------------------------------- | ------------------------------------- | | Insufficient balance | Sub-account empty | Transfer more funds | | Invalid request headers | Missing body in header generation | Include body in getRequestHeaders() | | Fee verification failed | Missing chatID | Ensure ZG-Res-Key header exists | | invalid size | Unsupported dimensions | Use 256x256, 512x512, or 1024x1024 |

Related Skills

• [Provider Discovery](../provider-discovery/SKILL.md) — find image providers
• [Account Management](../account-management/SKILL.md) — fund accounts
• [Compute + Storage](../../cross-layer/compute-plus-storage/SKILL.md) — generate and store

References

• [Compute Patterns](../../../patterns/COMPUTE.md)
• [Network Config](../../../patterns/NETWORK_CONFIG.md)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: 0gfoundation
• Source: 0gfoundation/0g-agent-skills
• License: MIT

Install and usage instructions live in the source repository linked above.