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Content Factory — AI Content Transformation Engine

Give it any text. Get back a report, quiz, flashcard deck, podcast script, slide outline, mind map, or audio — in one API call.

No OpenAI API key. No external service. Powered by local AI running on dedicated hardware. Zero per-token cost.

Use Cases

• EdTech platforms — Auto-generate quiz questions and flashcards from course material
• Content teams — Convert blog drafts into podcast scripts or slide decks
• E-learning — Create Q&A pairs and study materials from textbooks or docs
• Internal tools — Generate structured reports from meeting notes or research
• AI workflows — Plug into Apify pipelines for multi-step content transformation

Tools at a Glance

Installation

$npminstall

Usage

Via Apify API

const run =awaitApify.call('ntriqpro/content-factory',{
toolName:'qa_generate',
input:{text:'Your text here',language:'en'}
});
}
}

Tool Reference

1. QA Generate

Generate question-answer pairs from text.

{
"toolName":"qa_generate",
"input":{
"text":"Machine learning is a subset of AI...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"qa_pairs":[
{"question":"What is machine learning?","answer":"..."},
{"question":"How does ML differ from AI?","answer":"..."}
],
"processing_time_ms":2345
}

2. Report

Generate formatted reports in three styles: blog, briefing, or study guide.

{
"toolName":"report",
"input":{
"text":"Python is a programming language...",
"style":"blog",// "blog" | "briefing" | "study_guide"
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"report":"# Python Programming\n\n## Introduction\n...",
"style":"blog",
"processing_time_ms":3456
}

3. Quiz

Generate quiz questions with multiple choice options.

{
"toolName":"quiz",
"input":{
"text":"The solar system consists of...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"quiz_questions":[
{
"question":"How many planets are in our solar system?",
"options":["8","9","10","7"],
"correct_answer":"8"
}
],
"processing_time_ms":2100
}

4. Flashcards

Generate flashcard decks for learning.

{
"toolName":"flashcards",
"input":{
"text":"Photosynthesis is the process...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"flashcards":[
{
"front":"What is photosynthesis?",
"back":"The process by which plants convert light energy..."
}
],
"processing_time_ms":1987
}

5. Mindmap

Generate Mermaid mind map diagrams.

{
"toolName":"mindmap",
"input":{
"text":"Web development involves frontend and backend...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"mindmap":"mindmap\n root((Web Development))\n Frontend\n HTML\n CSS\n JavaScript",
"format":"mermaid",
"processing_time_ms":1876
}

6. Data Table

Extract structured data into tables.

{
"toolName":"data_table",
"input":{
"text":"Japan: Capital Tokyo, Population 125M. Korea: Capital Seoul, Population 50M.",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"data_table":{
"columns":["Country","Capital","Population"],
"rows":[
["Japan","Tokyo","125M"],
["Korea","Seoul","50M"]
]
},
"processing_time_ms":1654
}

7. Slide Deck

Generate presentation slide decks.

{
"toolName":"slide_deck",
"input":{
"text":"Digital transformation has three phases...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"slides":[
{
"slide_number":1,
"title":"Digital Transformation",
"content":"An overview of modern business...",
"notes":"Speaker notes..."
}
],
"processing_time_ms":3210
}

8. Podcast Script

Generate conversational podcast scripts.

{
"toolName":"podcast_script",
"input":{
"text":"Artificial intelligence is changing...",
"language":"en"// optional, default: "en"
}
}

Response:

{
"status":"ok",
"model":"qwen2.5-7b",
"script":"[Host]: Welcome to the AI podcast...\n[Guest]: Thanks for having me...",
"format":"conversational",
"processing_time_ms":4123
}

9. TTS Generate

Generate natural speech audio from text.

{
"toolName":"tts_generate",
"input":{
"text":"Hello, this is a test message.",
"voice":"af_heart",// optional, default: "af_heart"
"speed":1.0// optional, 0.5-2.0, default: 1.0
}
}

Response:

{
"status":"ok",
"model":"kokoro",
"audio_url":"https://vision.ntriq.co.kr/audio/...",
"voice":"af_heart",
"speed":1.0,
"duration_seconds":3.2,
"processing_time_ms":2456
}

Pricing

Optimized based on cloud performance testing. Processing times range from 263ms (TTS) to 54s (Slide Deck).

Environment Variables

$NTRIQ_AI_URL=https://vision.ntriq.co.kr # default: https://vision.ntriq.co.kr

Development

# Run tests
npmtest
# Lint
npm run lint

License

MIT

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