Skills Development Ideogram AI Asset Management Tool

Ideogram AI Asset Management Tool

v20260423
ideogram-data-handling
A comprehensive skill designed to manage, track, and persist image assets generated by Ideogram's API. This tool addresses the critical issue of expiring image URLs by implementing a complete lifecycle pipeline. It handles metadata tracking (prompt, seed, model, style, etc.), immediate downloading, and robust storage to both local filesystems and cloud solutions like S3. Features include asset persistence, generation history logging, and image reproduction using stored seed values.
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Overview

Ideogram Data Handling

Overview

Manage generated image assets from Ideogram's API. Critical concern: Ideogram image URLs expire (approximately 1 hour). Every generation must be downloaded and persisted immediately. This skill covers metadata tracking, download pipelines, local and cloud storage, lifecycle management, and generation history for reproducibility.

Prerequisites

  • IDEOGRAM_API_KEY configured
  • Storage solution (local filesystem, S3, or GCS)
  • Database for generation metadata (SQLite, Postgres, or JSON files)

Instructions

Step 1: Generation Record Schema

interface GenerationRecord {
  id: string;                // Unique identifier
  prompt: string;            // Original prompt
  expandedPrompt?: string;   // Magic Prompt expansion (from response)
  negativePrompt?: string;   // Negative prompt used
  model: string;             // V_2, V_2_TURBO, etc.
  styleType: string;         // DESIGN, REALISTIC, etc.
  aspectRatio: string;       // ASPECT_16_9, etc.
  seed: number;              // For reproducibility
  resolution: string;        // e.g., "1024x1024"
  isSafe: boolean;           // is_image_safe from response
  originalUrl: string;       // Temporary Ideogram URL
  storedPath: string;        // Local or S3 path
  createdAt: string;         // ISO timestamp
  sizeBytes?: number;        // Downloaded file size
  tags?: string[];           // User-defined tags
}

Step 2: Generate, Download, and Track

import { writeFileSync, mkdirSync, statSync } from "fs";
import { join } from "path";
import { randomUUID } from "crypto";

const STORAGE_DIR = "./generated-images";
const records: GenerationRecord[] = [];

async function generateAndPersist(
  prompt: string,
  options: {
    model?: string;
    style_type?: string;
    aspect_ratio?: string;
    negative_prompt?: string;
    seed?: number;
    tags?: string[];
  } = {}
): Promise<GenerationRecord> {
  // Generate
  const response = await fetch("https://api.ideogram.ai/generate", {
    method: "POST",
    headers: {
      "Api-Key": process.env.IDEOGRAM_API_KEY!,
      "Content-Type": "application/json",
    },
    body: JSON.stringify({
      image_request: {
        prompt,
        model: options.model ?? "V_2",
        style_type: options.style_type ?? "AUTO",
        aspect_ratio: options.aspect_ratio ?? "ASPECT_1_1",
        magic_prompt_option: "AUTO",
        negative_prompt: options.negative_prompt,
        seed: options.seed,
      },
    }),
  });

  if (!response.ok) throw new Error(`Generation failed: ${response.status}`);
  const result = await response.json();
  const image = result.data[0];

  // Download IMMEDIATELY (URLs expire ~1 hour)
  const imgResp = await fetch(image.url);
  if (!imgResp.ok) throw new Error(`Download failed: ${imgResp.status}`);
  const buffer = Buffer.from(await imgResp.arrayBuffer());

  mkdirSync(STORAGE_DIR, { recursive: true });
  const filename = `${image.seed}-${Date.now()}.png`;
  const storedPath = join(STORAGE_DIR, filename);
  writeFileSync(storedPath, buffer);

  // Track metadata
  const record: GenerationRecord = {
    id: randomUUID(),
    prompt,
    expandedPrompt: image.prompt !== prompt ? image.prompt : undefined,
    negativePrompt: options.negative_prompt,
    model: options.model ?? "V_2",
    styleType: image.style_type ?? options.style_type ?? "AUTO",
    aspectRatio: options.aspect_ratio ?? "ASPECT_1_1",
    seed: image.seed,
    resolution: image.resolution,
    isSafe: image.is_image_safe,
    originalUrl: image.url,
    storedPath,
    createdAt: new Date().toISOString(),
    sizeBytes: buffer.length,
    tags: options.tags,
  };

  records.push(record);
  saveRecords();
  return record;
}

function saveRecords() {
  writeFileSync(
    join(STORAGE_DIR, "generations.json"),
    JSON.stringify(records, null, 2)
  );
}

Step 3: Cloud Storage (S3)

import { S3Client, PutObjectCommand, DeleteObjectCommand } from "@aws-sdk/client-s3";

const s3 = new S3Client({ region: process.env.AWS_REGION });

async function persistToS3(imageUrl: string, seed: number): Promise<string> {
  const response = await fetch(imageUrl);
  const buffer = Buffer.from(await response.arrayBuffer());
  const key = `ideogram/${seed}-${Date.now()}.png`;

  await s3.send(new PutObjectCommand({
    Bucket: process.env.S3_BUCKET!,
    Key: key,
    Body: buffer,
    ContentType: "image/png",
    CacheControl: "public, max-age=31536000, immutable",
    Metadata: { seed: String(seed), source: "ideogram" },
  }));

  return `https://${process.env.CDN_DOMAIN}/${key}`;
}

Step 4: Reproduction from Seed

// Reproduce an image using the stored seed and prompt
async function reproduceImage(record: GenerationRecord) {
  return generateAndPersist(record.prompt, {
    model: record.model,
    style_type: record.styleType,
    aspect_ratio: record.aspectRatio,
    negative_prompt: record.negativePrompt,
    seed: record.seed, // Same seed = same image
    tags: [...(record.tags ?? []), "reproduced"],
  });
}

Step 5: Lifecycle Management

import { unlinkSync, existsSync, readdirSync, statSync } from "fs";

function cleanupOldAssets(retentionDays: number = 30) {
  const cutoffMs = Date.now() - retentionDays * 86400000;
  let deleted = 0;
  let kept = 0;

  for (const record of records) {
    const createdMs = new Date(record.createdAt).getTime();
    if (createdMs < cutoffMs) {
      if (existsSync(record.storedPath)) {
        unlinkSync(record.storedPath);
        deleted++;
      }
    } else {
      kept++;
    }
  }

  // Remove expired records
  const activeRecords = records.filter(
    r => new Date(r.createdAt).getTime() >= cutoffMs
  );
  records.length = 0;
  records.push(...activeRecords);
  saveRecords();

  console.log(`Cleanup: deleted ${deleted}, kept ${kept}`);
}

function storageReport() {
  const totalBytes = records.reduce((sum, r) => sum + (r.sizeBytes ?? 0), 0);
  const byModel = Object.groupBy(records, r => r.model);

  console.log("=== Image Storage Report ===");
  console.log(`Total images: ${records.length}`);
  console.log(`Total size: ${(totalBytes / 1024 / 1024).toFixed(1)} MB`);
  for (const [model, recs] of Object.entries(byModel)) {
    console.log(`  ${model}: ${recs?.length ?? 0} images`);
  }
}

Step 6: Search and Query

function findByPrompt(searchTerm: string): GenerationRecord[] {
  return records.filter(r =>
    r.prompt.toLowerCase().includes(searchTerm.toLowerCase())
  );
}

function findBySeed(seed: number): GenerationRecord | undefined {
  return records.find(r => r.seed === seed);
}

function findByTags(tags: string[]): GenerationRecord[] {
  return records.filter(r =>
    tags.every(t => r.tags?.includes(t))
  );
}

Error Handling

Issue Cause Solution
Expired URL Downloaded too late Always download in same function
Disk full Too many stored images Run cleanupOldAssets() regularly
Missing metadata Not tracked at generation Use generateAndPersist wrapper
Duplicate prompts Same prompt run twice Check by prompt hash before generating
Lost seed Not recorded Always store seed from response

Output

  • Generation records with full metadata tracking
  • Immediate download preventing URL expiration
  • S3 cloud storage with CDN delivery
  • Seed-based reproduction for exact image regeneration
  • Lifecycle management with configurable retention

Resources

Next Steps

For access control, see ideogram-enterprise-rbac.

Info
Category Development
Name ideogram-data-handling
Version v20260423
Size 8.18KB
Updated At 2026-04-28
Language