Deepgram upgrade migration

Deepgram Upgrade Migration

Current State

!npm list @deepgram/sdk 2>/dev/null | grep deepgram || echo 'SDK not installed'

Overview

Guide for Deepgram SDK version upgrades (v3 -> v4 -> v5) and model migrations (Nova-2 -> Nova-3). Includes breaking change maps, side-by-side API comparison, A/B testing scripts, automated validation, and rollback procedures.

SDK Version History

Version	Client Init	STT API	Live API	TTS API	Status
v3.x	createClient(key)	listen.prerecorded.transcribeUrl()	listen.live()	speak.request()	Stable
v4.x	createClient(key)	listen.prerecorded.transcribeUrl()	listen.live()	speak.request()	Stable
v5.x	new DeepgramClient({apiKey})	listen.v1.media.transcribeUrl()	listen.v1.connect()	speak.v1.audio.generate()	Beta

Instructions

Step 1: Identify Current Version and Breaking Changes

# Check installed version
npm list @deepgram/sdk

# Check latest available
npm view @deepgram/sdk versions --json | tail -5

Step 2: v3/v4 to v5 Migration Map

// ============= CLIENT CREATION =============
// v3/v4:
import { createClient } from '@deepgram/sdk';
const dg = createClient(process.env.DEEPGRAM_API_KEY!);

// v5:
import { DeepgramClient } from '@deepgram/sdk';
const dg = new DeepgramClient({ apiKey: process.env.DEEPGRAM_API_KEY });

// ============= PRE-RECORDED STT =============
// v3/v4:
const { result, error } = await dg.listen.prerecorded.transcribeUrl(
  { url: audioUrl },
  { model: 'nova-3', smart_format: true }
);

// v5:
const response = await dg.listen.v1.media.transcribeUrl(
  { url: audioUrl },
  { model: 'nova-3', smart_format: true }
);
// v5 throws on error instead of returning { error }

// ============= FILE TRANSCRIPTION =============
// v3/v4:
const { result, error } = await dg.listen.prerecorded.transcribeFile(
  buffer,
  { model: 'nova-3', mimetype: 'audio/wav' }
);

// v5:
const response = await dg.listen.v1.media.transcribeFile(
  createReadStream('audio.wav'),
  { model: 'nova-3' }
);

// ============= LIVE STREAMING =============
// v3/v4:
const connection = dg.listen.live({ model: 'nova-3', encoding: 'linear16' });
connection.on(LiveTranscriptionEvents.Transcript, (data) => { ... });

// v5:
const connection = await dg.listen.v1.connect({ model: 'nova-3', encoding: 'linear16' });
// Note: v5 connect() is async

// ============= TEXT-TO-SPEECH =============
// v3/v4:
const response = await dg.speak.request(
  { text: 'Hello world' },
  { model: 'aura-2-thalia-en' }
);
const stream = await response.getStream();

// v5:
const response = await dg.speak.v1.audio.generate(
  { text: 'Hello world' },
  { model: 'aura-2-thalia-en' }
);

// ============= ERROR HANDLING =============
// v3/v4: Destructured { result, error }
const { result, error } = await dg.listen.prerecorded.transcribeUrl(src, opts);
if (error) handleError(error);

// v5: try/catch (throws on error)
try {
  const result = await dg.listen.v1.media.transcribeUrl(src, opts);
} catch (err) {
  handleError(err);
}

Step 3: Model Migration (Nova-2 -> Nova-3)

// Nova-3 is a drop-in replacement — same API, better accuracy
// Just change the model parameter:

// Before:
{ model: 'nova-2' }

// After:
{ model: 'nova-3' }

// Nova-3 improvements over Nova-2:
// - Higher accuracy across all languages
// - Better handling of accents and dialects
// - Improved punctuation and formatting
// - Same pricing tier
// - Same API parameters

Step 4: A/B Test Models

async function compareModels(audioUrl: string) {
  const client = createClient(process.env.DEEPGRAM_API_KEY!);

  const [nova2, nova3] = await Promise.all([
    client.listen.prerecorded.transcribeUrl(
      { url: audioUrl },
      { model: 'nova-2', smart_format: true }
    ),
    client.listen.prerecorded.transcribeUrl(
      { url: audioUrl },
      { model: 'nova-3', smart_format: true }
    ),
  ]);

  const t2 = nova2.result.results.channels[0].alternatives[0];
  const t3 = nova3.result.results.channels[0].alternatives[0];

  console.log('=== Nova-2 ===');
  console.log(`Confidence: ${t2.confidence}`);
  console.log(`Words: ${t2.words?.length}`);
  console.log(`Transcript: ${t2.transcript.substring(0, 200)}...`);

  console.log('\n=== Nova-3 ===');
  console.log(`Confidence: ${t3.confidence}`);
  console.log(`Words: ${t3.words?.length}`);
  console.log(`Transcript: ${t3.transcript.substring(0, 200)}...`);

  // Simple word-level similarity
  const words2 = new Set(t2.transcript.toLowerCase().split(/\s+/));
  const words3 = new Set(t3.transcript.toLowerCase().split(/\s+/));
  const intersection = new Set([...words2].filter(w => words3.has(w)));
  const union = new Set([...words2, ...words3]);
  const similarity = intersection.size / union.size;

  console.log(`\nSimilarity: ${(similarity * 100).toFixed(1)}%`);
  console.log(`Nova-3 confidence delta: ${((t3.confidence - t2.confidence) * 100).toFixed(2)}%`);
}

Step 5: Automated Validation Suite

import { describe, it, expect } from 'vitest';
import { createClient } from '@deepgram/sdk';

const SAMPLE_URL = 'https://static.deepgram.com/examples/Bueller-Life-moves-702702706.wav';

describe('Deepgram Migration Validation', () => {
  const client = createClient(process.env.DEEPGRAM_API_KEY!);

  it('API key is valid', async () => {
    const { error } = await client.manage.getProjects();
    expect(error).toBeNull();
  });

  it('Pre-recorded transcription works', async () => {
    const { result, error } = await client.listen.prerecorded.transcribeUrl(
      { url: SAMPLE_URL }, { model: 'nova-3', smart_format: true }
    );
    expect(error).toBeNull();
    expect(result.results.channels[0].alternatives[0].transcript).toBeTruthy();
    expect(result.results.channels[0].alternatives[0].confidence).toBeGreaterThan(0.8);
  }, 30000);

  it('Diarization returns speaker labels', async () => {
    const { result } = await client.listen.prerecorded.transcribeUrl(
      { url: SAMPLE_URL }, { model: 'nova-3', diarize: true, utterances: true }
    );
    const words = result.results.channels[0].alternatives[0].words;
    expect(words?.[0]).toHaveProperty('speaker');
  }, 30000);

  it('TTS generates audio', async () => {
    const response = await client.speak.request(
      { text: 'Migration test successful.' },
      { model: 'aura-2-thalia-en' }
    );
    const stream = await response.getStream();
    expect(stream).toBeTruthy();
  }, 15000);
});

Step 6: Rollback Procedure

# If issues are found after upgrade:

# 1. Revert SDK version
npm install @deepgram/[email protected]  # Pin to previous working version

# 2. Revert model in config
# Change nova-3 back to nova-2 in environment/config

# 3. Run validation
npx vitest run tests/deepgram-validation.test.ts

# 4. Verify in production
curl -s -X POST 'https://api.deepgram.com/v1/listen?model=nova-2' \
  -H "Authorization: Token $DEEPGRAM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url":"https://static.deepgram.com/examples/Bueller-Life-moves-702702706.wav"}'

Output

• SDK version migration map (v3/v4 -> v5)
• Model migration path (Nova-2 -> Nova-3)
• A/B testing script with similarity scoring
• Automated validation test suite
• Rollback procedure

Error Handling

Issue	Cause	Solution
createClient is not a function	v5 installed	Use new DeepgramClient()
listen.prerecorded is undefined	v5 namespace change	Use listen.v1.media
Quality regression after model change	Edge case in Nova-3	A/B test, report to Deepgram, rollback
speak.request is undefined	v5 namespace change	Use speak.v1.audio.generate

Resources

• JS SDK Releases
• Model Options
• Models & Languages