Replicate

Vercel Replicate Integration
Connectable Account

Last updated June 26, 2025

Replicate provides a platform for accessing and deploying a wide range of open-source artificial intelligence models. These models span various AI applications such as image and video processing, natural language processing, and audio synthesis. With the Vercel Replicate integration, you can incorporate these AI capabilities into your applications, enabling advanced functionalities and enhancing user experiences.

Use cases

You can use the Vercel and Replicate integration to power a variety of AI applications, including:

Content generation: Use Replicate for generating text, images, and audio content in creative and marketing applications
Image and video processing: Use Replicate in applications for image enhancement, style transfer, or object detection
NLP and chat-bots: Use Replicate's language processing models in chat-bots and natural language interfaces

Available models

Replicate models cover a broad spectrum of AI applications ranging from image and video processing to natural language processing and audio synthesis.

Blip

Type: Image

Generate image captions

Flux 1.1 Pro

Type: Image

Faster, better FLUX Pro. Text-to-image model with excellent image quality, prompt adherence, and output diversity.

Flux.1 Dev

Type: Image

A 12 billion parameter rectified flow transformer capable of generating images from text descriptions

Flux.1 Pro

Type: Image

State-of-the-art image generation with top of the line prompt following, visual quality, image detail and output diversity.

Flux.1 Schnell

Type: Image

The fastest image generation model tailored for local development and personal use

Ideogram v2

Type: Image

An excellent image model with state of the art inpainting, prompt comprehension and text rendering

Ideogram v2 Turbo

Type: Image

A fast image model with state of the art inpainting, prompt comprehension and text rendering.

Incredibly Fast Whisper

Type: Audio

whisper-large-v3, incredibly fast, powered by Hugging Face Transformers.

Llama 3 70B Instruct

Type: Chat

A 70 billion parameter language model from Meta, fine tuned for chat completions

Llama 3 8B Instruct

Type: Image

An 8 billion parameter language model from Meta, fine tuned for chat completions

Llama 3.1 405B Instruct

Type: Chat

Meta's flagship 405 billion parameter language model, fine-tuned for chat completions

LLaVA 13B

Type: Image

Visual instruction tuning towards large language and vision models with GPT-4 level capabilities

Moondream2

Type: Image

Moondream2 is a small vision language model designed to run efficiently on edge devices

Recraft V3

Type: Image

Recraft V3 (code-named red_panda) is a text-to-image model with the ability to generate long texts, and images in a wide list of styles. As of today, it is SOTA in image generation, proven by the Text-to-Image Benchmark by Artificial Analysis

Recraft V3 SVG

Type: Image

Recraft V3 SVG (code-named red_panda) is a text-to-image model with the ability to generate high quality SVG images including logotypes, and icons. The model supports a wide list of styles.

Sana

Type: Image

A fast image model with wide artistic range and resolutions up to 4096x4096

Stable Diffusion 3.5 Large

Type: Image

A text-to-image model that generates high-resolution images with fine details. It supports various artistic styles and produces diverse outputs from the same prompt, thanks to Query-Key Normalization.

Stable Diffusion 3.5 Large Turbo

Type: Image

A text-to-image model that generates high-resolution images with fine details. It supports various artistic styles and produces diverse outputs from the same prompt, with a focus on fewer inference steps

Stable Diffusion 3.5 Medium

Type: Image

2.5 billion parameter image model with improved MMDiT-X architecture

Getting started

The Vercel Replicate integration can be accessed through the AI tab on your Vercel dashboard.

Prerequisites

To follow this guide, you'll need the following:

An existing Vercel project

The latest version of Vercel CLI

Terminal

pnpm i -g vercel@latest

Add the provider to your project

Using the dashboard

Navigate to the AI tab in your Vercel dashboard
Select Replicate from the list of providers, and press Add
Review the provider information, and press Add Provider
You can now select which projects the provider will have access to. You can choose from All Projects or Specific Projects
- If you select Specific Projects, you'll be prompted to select the projects you want to connect to the provider. The list will display projects associated with your scoped team
- Multiple projects can be selected during this step
Select the Connect to Project button
You'll be redirected to the provider's website to complete the connection process
Once the connection is complete, you'll be redirected back to the Vercel dashboard, and the provider integration dashboard page. From here you can manage your provider settings, view usage, and more
Pull the environment variables into your project using Vercel CLI
terminal
```
vercel env pull
```
Install the providers package

Connect your project using the code below:

app/api/predictions/route.ts

// app/api/predictions/route.ts

import { NextResponse } from 'next/server';
import Replicate from 'replicate';

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

// In production and preview deployments (on Vercel), the VERCEL_URL environment variable is set.
// In development (on your local machine), the NGROK_HOST environment variable is set.
const WEBHOOK_HOST = process.env.VERCEL_URL
  ? `https://${process.env.VERCEL_URL}`
  : process.env.NGROK_HOST;

export async function POST(request) {
  if (!process.env.REPLICATE_API_TOKEN) {
    throw new Error(
      'The REPLICATE_API_TOKEN environment variable is not set. See README.md for instructions on how to set it.',
    );
  }

  const { prompt } = await request.json();

  const options = {
    version: '8beff3369e81422112d93b89ca01426147de542cd4684c244b673b105188fe5f',
    input: { prompt },
  };

  if (WEBHOOK_HOST) {
    options.webhook = `${WEBHOOK_HOST}/api/webhooks`;
    options.webhook_events_filter = ['start', 'completed'];
  }

  // A prediction is the result you get when you run a model, including the input, output, and other details
  const prediction = await replicate.predictions.create(options);

  if (prediction?.error) {
    return NextResponse.json({ detail: prediction.error }, { status: 500 });
  }

  return NextResponse.json(prediction, { status: 201 });
}

// app/api/predictions/[id]/route.ts

import { NextResponse } from 'next/server';
import Replicate from 'replicate';

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

// Poll for the prediction's status
export async function GET(request, { params }) {
  const { id } = params;
  const prediction = await replicate.predictions.get(id);

  if (prediction?.error) {
    return NextResponse.json({ detail: prediction.error }, { status: 500 });
  }

  return NextResponse.json(prediction);
}

Deploy a template

You can deploy a template to Vercel that uses a pre-trained model from Replicate:

Scribble Diffusion

Turn your rough sketch into a refined image using AI. Powered by Replicate and ControlNet.

Inpainter with Stable Diffusion

Next.js application for inpainting with Stable Diffusion using the Replicate API.

Paint by Text

Edit your photos by chatting with a generative AI model (InstructPix2Pix), powered by Replicate.

More resources

Replicate Website

Learn more about Replicate by visiting their website.

Replicate Pricing

Learn more about Replicate pricing.

Replicate Documentation

Visit the Replicate documentation.

Pinecone

Together AI

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Vercel Replicate Integration
Connectable Account

Use cases

Available models

Getting started

Prerequisites

Add the provider to your project

Using the dashboard

Deploy a template

More resources

Replicate Website

Replicate Pricing

Replicate Documentation

Replicate Website

Replicate Pricing

Replicate Documentation

Vercel Replicate IntegrationConnectable Account

Some available models on Replicate

Replicate Website

Replicate Pricing

Replicate Documentation

Replicate Website

Replicate Pricing

Replicate Documentation

Some available models on Replicate

Vercel Replicate Integration
Connectable Account