our friendly logo that looks like a hashbrown character from an animated tv showhashbrown
read the documentation

100% free, open-source, and MIT-Licensed

You know that spark of joy you feel when GitHub Copilot nails your function implementation or ChatGPT delivers the perfect response? hashbrown brings that same delight to your apps — built for developers who see AI as a helpful technology in creating friendlier, more accessible software.

translate natural language into structured data

Simplify complex forms & filters by leveraging large language models to accept your user's natural language translated into your app's existing data structures.

speed up workflows with suggestions and completions

Streamline your users' workflows by intelligently guessing their next steps. Subtly there when it helps speed them up, and totally ignorable when they are focused.

create a chat experience that you'd want to use

Imagine if AI Chat worked like a shell-like interface for power users. Build chat experiences that let your users orchestrate service calls that stream directly into your app's component layer - perfect for those times when a structured user interface would slow them down.

vibe code directly in the browser, safely & securely

What if we could leverage vibe coding as an app capability? Turn user intent and your data into code using LLMs, then use Hashbrown to safely and securely run that code in a sandboxed environment.

translate natural language into structured data

Simplify complex forms & filters by leveraging large language models to accept your user's natural language translated into your app's existing data structures.

Schedule an Event

When?
Every Monday and Wednesday
प्रत्येक महिन्याच्या पंधराव्या दिवशी
{
  "recurrenceType": "Weekly",
  "byWeekDay": [
    "MO",
    "WE"
  ]
}
{
  "recurrenceType": "Monthly",
  "byMonthDay": [
    15
  ]
}

speed up workflows with suggestions and completions

Streamline your users' workflows by intelligently guessing their next steps. Subtly there when it helps speed them up, and totally ignorable when they are focused.

Manage Lights

Your Lights
Living Room - Corner Lamp
Living Room - TV Light Bar
Living Room - Floor Lamp

create a chat experience that you'd want to use

Imagine if AI Chat worked like a shell-like interface for power users. Build chat experiences that let your users orchestrate service calls that stream directly into your app's component layer - perfect for those times when a structured user interface would slow them down.

Chat Demo

vibe code directly in the browser, safely & securely

What if we could leverage vibe coding as an app capability? Turn user intent and your data into code using LLMs, then use Hashbrown to safely and securely run that code in a sandboxed environment.

Vibe Code

const environment = defineEnvironment({
  functions: [
    defineFunction({
      name: 'createLight',
      input: s.string('Name of the light'),
      output: s.object('Light object', {
        id: s.string('ID of the light'),
        name: s.string('Name of the light'),
        brightness: s.number('Brightness'),
      }),
      handler:  (input) => {
        return smartHome.createLight(input);
      },
    }),
  ],
});

await environment.run(`
  const light = await createLight(
    'Living Room - Corner Lamp'
  );
`);

100% open source

Hashbrown is proudly free, MIT-licensed, and open source.
If you’d like to support the project, please consider purchasing Enterprise Support or sponsoring our work on GitHub .

hashbrown utilizes the adapter pattern to normalize API calls between major AI providers. From there, hashbrown streams responses to your app. Chat state management and tool calling is implemented in your frontend framework’s reactivity system, making it easy to connect your service layer to the AI and consume AI outputs in your components.

getting started

1

use AI directly in your app

Use an LLM to stream generated UI components, text completions, suggestions, and structured output directly into your web app.

2

configure hashbrown

Connect your app to your streaming API route, with a short circuit to disable hashbrown for users who have opted out of AI

3

expose chat api route

hashbrown ships with adapter packages for major LLM vendors that makes it easy to create streaming responses for your app to consume

@Component({
  template: `
    <app-simple-chat-message [messages]="chat.value()" />
    <app-chat-composer (sendMessage)="sendMessage($event)" />
  `,
})
export class ChatComponent {
  chat = chatResource({
    model: 'gpt-4.1',
    system: `
      You are a helpful assistant that can answer questions and help with tasks.
    `,
    tools: [
      createTool({
        name: 'getUser',
        description: 'Get information about the current user',
        handler: () => {
          const auth = inject(AuthService);
          return auth.getUser();
        },
      }),
      createTool({
        name: 'getLights',
        description: 'Get the current lights',
        handler: () => lastValueFrom(this.smartHomeService.loadLights()),
      }),
      createToolWithArgs({
        name: 'controlLight',
        description: 'Control a light',
        schema: s.object('Control light input', {
          lightId: s.string('The id of the light'),
          brightness: s.number('The brightness of the light'),
        }),
        handler: (input) => this.smartHomeService.controlLight(input.lightId, input.brightness),
      }),
    ],
  });

  sendMessage(message: string) {
    this.chat.sendMessage({ role: 'user', content: message });
  }
}
npm install @hashbrownai/{core,openai,angular} --save
read the full recipe

LiveLoveApp provides secure, compliant, and reliable long-term support to enterprises. We are a group of engineers who are passionate about open source.

Enterprise Support

AI Engineering Sprint

Get your team up-to-speed on AI engineering with a one week AI engineering sprint. Includes a workshop on AI engineering with hashbrown and a few days with the hashbrown developer team to bring your AI ideas to life.

Long Term Support

Keep your hashbrown deployments running at peak performance with our Long Term Support. Includes an ongoing support retainer for direct access to the hashbrown developer team, SLA-backed issue resolution, and guided upgrades.

Consulting

LiveLoveApp provides hands-on engagement with our AI engineers for architecture reviews, custom integrations, proof-of-concept builds, performance tuning, and expert guidance on best practices.