@hololand/inference

Unified AI inference layer for Hololand — Local-first with BYOK cloud fallback.

Features

• 🏠 Local First — Ollama integration for free, private AI
• ☁️ BYOK Cloud — Bring your own API keys (OpenAI, Anthropic, Google, Grok, Azure)
• 🤖 HoloScript Optimized — Pre-configured Brittney models for code generation
• 🔄 Automatic Fallback — Seamlessly switch between providers
• 🎯 Smart Routing — Task-based model selection

Installation

npm install @hololand/inference

Quick Start

import { createInferenceClient } from '@hololand/inference';

// Create client (local-first by default)
const client = createInferenceClient({
  activeProvider: 'local',
  local: {
    enabled: true,
    ollamaUrl: 'http://localhost:11434',
    defaultModel: 'brittney-v4-expert:latest',
  },
});

// Initialize providers
await client.initialize();

// Chat with AI
const response = await client.chat({
  messages: [
    { role: 'user', content: 'Create a HoloScript scene with a spinning cube' }
  ],
});

console.log(response.content);

Streaming

// Stream responses for real-time output
for await (const chunk of client.chatStream({ messages })) {
  process.stdout.write(chunk.content);
}

BYOK Providers

Configure your own API keys to use cloud providers:

const client = createInferenceClient({
  activeProvider: 'openai',
  providers: {
    openai: {
      type: 'openai',
      apiKey: 'sk-...',
      enabled: true,
    },
    anthropic: {
      type: 'anthropic',
      apiKey: 'sk-ant-...',
      enabled: true,
    },
    google: {
      type: 'google',
      apiKey: 'AIza...',
      enabled: true,
    },
    grok: {
      type: 'grok',
      apiKey: 'grok-...',
      enabled: true,
    },
  },
  fallbackToCloud: true,
});

Supported Providers

| Provider | Type | Description | |----------|------|-------------| | Ollama | local | Local LLM inference (FREE) | | OpenAI | openai | GPT-4, GPT-4o, GPT-4o-mini | | Anthropic | anthropic | Claude 4, Claude 3.5 | | Google | google | Gemini 2.0, Gemini Pro | | Grok | grok | xAI Grok-3, Grok-2 | | Azure | azure | Azure OpenAI Service | | InfinityAssistant | infinityassistant | InfinityAssistant.io cloud |

Pre-configured Brittney Models

Optimized for HoloScript code generation:

import { BRITTNEY_MODELS } from '@hololand/inference';

// Local models (Ollama GGUF)
BRITTNEY_MODELS.local.expert    // 'brittney-v4-expert:latest'
BRITTNEY_MODELS.local.holoscript // 'brittney-v1:latest'
BRITTNEY_MODELS.local.general   // 'brittney-v2:latest'

// Cloud fine-tuned (OpenAI)
BRITTNEY_MODELS.cloud.holoscript // Fine-tuned GPT-4o-mini for HoloScript
BRITTNEY_MODELS.cloud.general    // Fine-tuned for general Brittney tasks

HoloScript Context

Pass scene context for better code generation:

const response = await client.chat({
  messages: [{ role: 'user', content: 'Add physics to the orb' }],
  holoContext: {
    currentScene: 'demo.holo',
    holograms: [
      { id: 'orb1', type: 'sphere', position: { x: 0, y: 1.5, z: -2 } }
    ],
    recentCommands: ['create orb', 'set color cyan']
  }
});

Spatial Fleet Integration

Built-in bridge for spatial fleet visualization:

import { FleetVisualizationBridge, generateFleetVisualizationHoloScript } from '@hololand/inference';

const bridge = new FleetVisualizationBridge();

// Generate HoloScript from fleet data
const holoCode = generateFleetVisualizationHoloScript(fleetData);

Status & Health

const status = await client.getStatus();

console.log(status.ready);           // true if any provider available
console.log(status.activeProvider);  // 'local'
console.log(status.providers);       // Array of provider statuses
console.log(status.localModelDownloaded); // true if Brittney model ready

API Reference

createInferenceClient(settings?)

Create a new inference client with optional settings.

client.initialize()

Initialize all configured providers. Call once before using.

client.chat(request)

Send a chat completion request. Returns InferenceResponse.

client.chatStream(request)

Stream chat responses. Returns AsyncIterable<StreamChunk>.

client.configureProvider(type, config)

Configure or update a BYOK provider at runtime.

client.getStatus()

Get status of all configured providers.

Types

import type {
  ProviderType,
  ChatMessage,
  InferenceRequest,
  InferenceResponse,
  StreamChunk,
  InferenceSettings,
} from '@hololand/inference';

License

MIT © Brian Joseph