Multimodal model and GPU APIs

How to use
Novita AI.

Adding language, image, audio, or asynchronous video generation to applications, or deploying custom containers and models on dedicated or autoscaling GPU endpoints.

What it isMultimodal model API and GPU platform for language, image, audio, video, and custom inference workloads Workflows2 UpdatedJuly 2026

Novita AI is a Multimodal model API and GPU platform for language, image, audio, video, and custom inference workloads. Adding language, image, audio, or asynchronous video generation to applications, or deploying custom containers and models on dedicated or autoscaling GPU endpoints. This guide covers the whole path in one place: official access, a first session that produces something reviewable, the checks that make output trustworthy, and the permissions worth limiting before you connect real work.

Troiana principle

AI should make the work easier to inspect. If the workflow removes the source, the owner, or the review step, redesign the workflow.

01

Access & setup

Find, install, and sign in to Novita AI

Get into the official Novita AI experience with the right account and a setup you understand.

  1. 01

    Start at https://novita.ai/ and confirm the domain before entering account or payment information.

  2. 02

    Availability: Novita AI is a browser-managed cloud service used through its console, REST APIs, OpenAI-compatible LLM interface, and Python or JavaScript SDKs.

  3. 03

    A Novita account and funded balance, server-side API key, licensed inputs and models, secure callback and storage infrastructure, evaluation data, moderation, and cost and retention controls.

  4. 04

    Sign in with the account you intend to keep using, then review plan, data, notification, and permission settings.

  5. 05

    Run one low-risk test task before connecting sensitive files, repositories, or workspace data.

  • Use official download pages.
  • Review permissions during setup.
  • Keep installers and applications updated.
02

First session

Your first useful Novita AI session

Learn the interaction loop using a small task with a clear outcome.

  1. 01

    Define the modality, audience, source rights, prohibited content, quality, safety, latency, callback, retention, model license, disclosure, cost, and human-review requirements.

  2. 02

    Choose a model API for managed generation, a dedicated deployment for predictable isolated inference, or a serverless GPU endpoint for a controlled container workload.

  3. 03

    Keep credentials server-side, pin model and parameters, submit a small representative set with idempotency, bounded retries, authenticated callbacks, and captured task, latency, usage, and error data.

  4. 04

    Review output quality, identity and rights risk, safety, API failures, privacy path, scaling, and total cost before canarying the integration and retaining a tested fallback and deletion procedure.

  • State the outcome before the background.
  • Provide the real source material.
  • Review the result before expanding the task.
03

Quality control

Check the quality of Novita AI output

Turn a promising generation into an asset you can legally and safely ship.

  1. 01

    Restate the brief, the deliverable format, and where the asset will appear before judging any output.

  2. 02

    Inspect at full resolution: generated media hides its errors at thumbnail size.

  3. 03

    Check the details these systems reliably get wrong — hands, text, logos, reflections, symmetry, and edge artefacts.

  4. 04

    Confirm the licence and commercial-use terms for your plan, and check the output does not reproduce a recognisable style, mark, or likeness you have no right to use.

  5. 05

    Review for accessibility and delivery: alt text, contrast, colour profile, file size, and the exact export format.

  • Inspect at full resolution before approving anything.
  • Confirm commercial-use rights before an asset reaches a client.
  • Keep the prompt and settings with the asset so it can be reproduced.
04

Privacy & permissions

Use Novita AI safely

Use the platform without surrendering rights, likenesses, or client material you do not control.

  1. 01

    Confirm you hold the rights to every reference image, voice, or clip before uploading it.

  2. 02

    Check whether your plan trains on submitted content, and opt out before uploading client work.

  3. 03

    Never upload a real person's likeness or voice without their explicit, documented consent.

  4. 04

    Review the output for marks, styles, or likenesses you have no licence to reproduce.

  5. 05

    Label synthetic media where your client, platform, or jurisdiction requires disclosure.

  • A unified or OpenAI-compatible API does not make different models behaviorally interchangeable. Image, audio, and video jobs may be asynchronous and involve third-party model terms, callbacks, temporary assets, and identity risks. Validate input rights, authenticate webhooks, keep keys private, moderate outputs, pin models, cap retries and workers, download approved results securely, and verify deletion and billing.
  • Follow your organisation's approved-use policy.
  • Never treat fluent output as authorization to act.
05

Core workflows

Step-by-step ways to use Novita AI for the work it does best.

Each workflow is a separate guide with its own steps and review checkpoints.

06

Official references

Check the current product documentation.

Features, plan limits, availability, and data controls change. These official pages are the starting points used for this guide.

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