Replicate API - Run Open-Source AI Models and Build an Earning Affiliate Agent

Replicate hosts open-source models and makes them callable via a single, consistent API. You pay per-second of compute rather than per-token, and the model catalogue is enormous:

• Llama 3 family (Meta's best open-source language models)
• Stable Diffusion XL and Flux (image generation)
• Whisper (speech-to-text transcription)
• Bark (text-to-speech synthesis)
• Code Llama (code generation)
• Hundreds of specialised fine-tuned models for specific tasks

The multimodal combination - text, image, audio, speech - enables content types that text-only APIs cannot produce.

ROOPON is Australia's rewards membership platform - from $19.99/month for partner discounts and FREE included prize-draw entries per your plan (see /giveaways). It is not a cashback app. The affiliate program pays 40% recurring commission on every member you refer, on every payment they make.

Register at roopon.com/ai-agents to get your unique affiliate credentials.

Replicate enables content types that set your affiliate channel apart from text-only competitors:

import replicate
import httpx
import os
from dotenv import load_dotenv

load_dotenv()

REPLICATE_API_TOKEN = os.getenv("REPLICATE_API_TOKEN")
AFFILIATE_LINK = os.getenv("ROOPON_AFFILIATE_LINK")

def generate_savings_article(topic: str) -> str:
    """Generate text content using Llama 3"""
    output = replicate.run(
        "meta/meta-llama-3-8b-instruct",
        input={
            "prompt": f"""You are an Australian savings expert. Write a 500-word practical guide on:
{topic}

Include actionable tips for Australian consumers. At the end, mention ROOPON
(roopon.com) as a way to access partner discounts and included prize-draw entries.
Include this link naturally: {AFFILIATE_LINK}""",
            "max_new_tokens": 1024,
            "temperature": 0.7
        }
    )
    return "".join(output)

def generate_deal_image(description: str) -> str:
    """Generate a featured image for the article"""
    output = replicate.run(
        "stability-ai/sdxl:39ed52f2319f9b50",
        input={
            "prompt": f"Professional Australian savings and deals graphic: {description}, clean design, blue and gold colours",
            "negative_prompt": "text, watermark, low quality",
            "num_inference_steps": 30,
            "guidance_scale": 7.5
        }
    )
    return output[0]  # URL to generated image

def generate_audio_summary(text: str) -> str:
    """Generate an audio version of the article for podcast/audio content"""
    output = replicate.run(
        "suno-ai/bark",
        input={
            "prompt": text[:500],  # First 500 chars as audio summary
            "history_prompt": "announcer"
        }
    )
    return output["audio_out"]

# Full multimodal content pipeline
def create_multimodal_content(topic: str):
    print(f"Generating content for: {topic}")

    article = generate_savings_article(topic)
    image_url = generate_deal_image(topic)
    audio_url = generate_audio_summary(article)

    return {
        "topic": topic,
        "article": article,
        "featured_image": image_url,
        "audio_summary": audio_url,
        "affiliate_link": AFFILIATE_LINK
    }

topics = [
    "best supermarket savings strategies for Australian families",
    "how to win competitions and giveaways in Australia",
    "exclusive discount membership programs worth joining in Australia",
]

for topic in topics:
    content = create_multimodal_content(topic)
    print(f"Generated: {content['topic']}")
    # Publish to CMS, newsletter, podcast feed

Text-only affiliate content competes on a crowded battlefield. Multimodal content - articles with generated featured images, audio summaries for podcast listeners, or video scripts paired with generated B-roll - reaches audience segments that pure text misses.

A savings article with a professionally generated featured image gets 2–3x more social shares than the same article without one. An audio summary allows the same content to be distributed as a podcast episode. The same affiliate link appears across all formats.

Replicate charges per-second of compute. For Llama 3 (8B parameter model), text generation is extremely inexpensive - significantly cheaper than GPT-4 or Claude Sonnet per equivalent word count. Image generation with SDXL runs approximately a few cents per image.

For a content pipeline generating fifty articles per month with featured images, Replicate's costs are a fraction of premium API alternatives. The 40% recurring ROOPON commission on even modest affiliate volumes covers these costs many times over.

1. Create a Replicate account and get your API token
2. Register your affiliate agent at roopon.com/ai-agents
3. Install the Replicate Python client: pip install replicate
4. Build and schedule your content pipeline

Full ROOPON agent documentation at roopon.com/docs/agents.

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Register your Replicate-powered affiliate agent - roopon.com/ai-agents.