partnerise / polyfire-js

🔥 A managed backend for AI apps. Call AI models from the frontend

🔥 polyfire

Documentation | Discord | Dashboard

⚡ An all-in-one managed backend for AI apps. Build AI apps from the frontend, very fast. 🪶

Why use Polyfire?

• Just code from the frontend, no backend needed
• If you already have backend, less code to write
• Most backend services you'd need in a couple lines of code

We manage your AI backend so you don't have to.

🧰 Examples

We have several examples in our documentation. But here are two simple ones to get you started

React

import { useState, useEffect } from "react";
import { createRoot } from "react-dom/client";
import { PolyfireProvider, usePolyfire } from "polyfire-js/hooks";

function App() {
  const { auth: { login, status }, models: { generate } } = usePolyfire();
  const [haiku, setHaiku] = useState();

  useEffect(() => {
    if (status === "authenticated") generate("haiku").then(setHaiku);
  }, [status]);

  if (status === "unauthenticated")
    return <button onClick={() => login("github")}>Login with Github</button>;
  else if (status === "loading" || !haiku) return <h1>Loading...</h1>;
  return <h1>{haiku}</h1>;
}

document.body.innerHTML = '<div id="app"></div>';
const root = createRoot(document.getElementById("app"));
root.render(<PolyfireProvider project="your_project_id"><App /></PolyfireProvider>);

Don't forget to change the your_project_id by your project ID you will have got on https://beta.polyfire.com

Vanilla JS

<script src="https://github.com/polyfire-ai/polyfire-js/releases/download/0.2.7/polyfire-min-0.2.7.js"></script>
<script>
	(async () => {
		const polyfire = window.PolyfireClientBuilder({ project: "your_project_id" })
		
		const isAuthenticated = await polyfire.auth.init();
		if (!isAuthenticated) {
		  await polyfire.auth.login("github")
		}
		
		const helloWorld = await polyfire.models.generate("Write me a hello world haiku");
		console.log(helloWorld);
	})()
</script>

Don't forget to change the your_project_id by your project ID you will have got on https://beta.polyfire.com

🆕 Getting Started

To get an overview of Polyfire follow this Basic Usage tutorial.

✨ Starter Guides

We also made a couple of tutorials you can use to get started with Polyfire:

• How to make a clone of ChatGPT
• New Project & Rate Limits
• Adding stripe subscriptions
• Call Polyfire from React: The usePolyfire hooks lets you use Polyfire and handle authentification without having to deploy any backend
• Call Polyfire from other browser environments: The Polyfire Client Object allows you to use Polyfire and handle authentification without having to deploy any backend in any environment

📚 Useful References

• Generate Simple Text: Answer to simple requests as text
• Create Chatbots: Easily create chatbots
• Transcribe: Transcribe audio files to text
• Memory: Easily create a long-term memory and simplify the use of large amounts of information
• GenerateImage: Generate images with Dall-E

🔗 Links

• Website: polyfire.com
• Documentation: docs.polyfire.com
• Dashboard: beta.polyfire.com
• Discord: polyfire.com/discord
• Javascript SDK: github.com/polyfire-ai/polyfire-js
• Open Source API (your managed backend!): github.com/polyfire-ai/polyfire-api

We're open source! Make a good PR to the JS SDK or the API and we'll merge it.