Add AI to your Flutter app with appwrite

Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth, Databases, Storage, Functions, Messaging, Hosting, Realtime and more.

CategoryAI/ML
Stars★ 56,594
Last update2026-07-16
PriorityHigh

appwrite is an open-source AI/ML toolkit for Flutter mobile app development, with 56,594★ on GitHub and last updated on 2026-07-16. This guide covers what appwrite does, why it matters in 2026, how to add it to your project, when to reach for it, and how it compares to the alternatives — plus a quick FAQ.

What is appwrite?

Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth, Databases, Storage, Functions, Messaging, Hosting, Realtime and more. It focuses on bringing on-device or cloud AI features into a Flutter app. The project lives at appwrite/appwrite and is maintained by appwrite.

Why appwrite is worth knowing in 2026

appwrite carries 56,594 GitHub stars, 5,556 forks, 1,056 open issues. It has been around since 2019, and is actively maintained (updated within the last month). For a AI/ML option, that combination of adoption and upkeep usually means a healthy community, production usage, and plenty of examples to learn from — the things that make a dependency safe to build on.

Installing appwrite

Add the package to your pubspec.yaml:

dependencies:
  appwrite: ^latest

Then fetch it and import it in your Dart code:

flutter pub get
import 'package:appwrite/appwrite.dart';

Check the package’s example/ directory and its GitHub repo for the exact API — appwrite is versioned there with full docs so you always integrate against the current release.

When should you use appwrite?

Reach for appwrite when:

  • you’re adding a chatbot, assistant, or generative feature
  • you need on-device inference for privacy or offline use
  • you’re wiring an LLM or ML model into a mobile app

It’s especially relevant if your project touches android, appwrite, backend, backend-as-a-service, docker, firebase.

appwrite vs. the alternatives

If you’re weighing options in the AI/ML space, these are the other projects developers most often compare appwrite against:

There’s no single winner — the right pick depends on your app’s size, your team’s familiarity, and your performance budget. Browse the full AI/ML collection to compare them side by side.

Frequently asked questions

Is appwrite free to use?

Yes. appwrite is open source and free to use in your Flutter projects. You can view the source, report issues, and contribute on GitHub.

Does appwrite work on both iOS and Android?

appwrite is built for Flutter, so it targets iOS and Android from a single codebase, and typically web and desktop too depending on the project’s platform support.

As of 2026, appwrite has around 56,594 stars and 5,556 forks on GitHub, which puts it among the more widely used options in the AI/ML space.

What are good alternatives to appwrite?

Popular alternatives in the AI/ML category include appflowy, some-many-books, omi. The best choice depends on your app’s size, team, and performance needs.

Resources & links

Part of FlutterCook — 500 hands-on guides to the best open-source Flutter libraries, UI kits, and apps. Explore the live GitHub trends or browse YouTube guides.

#android#appwrite#backend#backend-as-a-service#docker#firebase