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@finetunelab/sdk

v0.6.0

Published

FineTune Lab SDK - Inference, batch testing, and analytics for LLMs

Readme

FineTune Lab SDK

Official TypeScript/JavaScript SDK for FineTune Lab API.

Installation

npm install @finetunelab/sdk
# or
yarn add @finetunelab/sdk
# or
pnpm add @finetunelab/sdk

Quick Start

import { FinetuneLabClient } from '@finetunelab/sdk';

const client = new FinetuneLabClient({
  apiKey: 'wak_your_api_key_here',
  // baseUrl: 'https://your-app.com', // Optional custom base URL
});

Or use environment variables:

export FINETUNE_LAB_API_KEY=wak_xxx
export FINETUNE_LAB_API_URL=https://app.finetunelab.com  # Optional
const client = new FinetuneLabClient(); // Uses env vars

Inference (Production Scope)

const response = await client.predict({
  model: 'gpt-4',
  messages: [
    { role: 'system', content: 'You are a helpful assistant.' },
    { role: 'user', content: 'Hello!' },
  ],
  temperature: 0.7,
  maxTokens: 1000,
});

console.log(response.choices[0].message.content);

Batch Testing (Testing Scope)

Run a Batch Test

const test = await client.batchTest.run({
  modelId: 'gpt-4',
  testSuiteId: 'suite_abc123',
  promptLimit: 50,
  concurrency: 5,
});

console.log(`Test started: ${test.testId}`);

Check Status

const status = await client.batchTest.status(test.testId);

console.log(`Status: ${status.status}`);
console.log(`Progress: ${status.completedPrompts}/${status.totalPrompts}`);

Cancel a Test

await client.batchTest.cancel(test.testId);

Analytics (Production Scope)

Get Traces

const traces = await client.analytics.traces({
  limit: 50,
  offset: 0,
});

for (const trace of traces.traces) {
  console.log(`${trace.spanName}: ${trace.durationMs}ms`);
}

Create a Trace

await client.analytics.createTrace({
  traceId: 'trace_123',
  spanId: 'span_456',
  spanName: 'llm.completion',
  startTime: new Date().toISOString(),
  modelName: 'gpt-4',
  inputTokens: 100,
  outputTokens: 200,
});

Get Analytics Data

const data = await client.analytics.data({
  startDate: '2025-01-01',
  endDate: '2025-01-31',
  granularity: 'day',
});

console.log(`Total requests: ${data.summary.totalRequests}`);

Error Handling

import { FinetuneLabClient, FinetuneLabError } from '@finetunelab/sdk';

try {
  await client.predict({ model: 'invalid', messages: [] });
} catch (error) {
  if (error instanceof FinetuneLabError) {
    console.error(`Error ${error.statusCode}: ${error.message}`);
    console.error('Type:', error.type);
  }
}

API Key Scopes

Your API key must have the appropriate scope for each operation:

| Operation | Required Scope | |-----------|---------------| | predict() | production or all | | batchTest.* | testing or all | | analytics.* | production or all |

TypeScript Support

Full TypeScript support with exported types:

import type {
  PredictRequest,
  PredictResponse,
  BatchTestConfig,
  TraceFilters,
} from '@finetunelab/sdk';

License

MIT