Deepgram Upgrade Migration

Document current versions, configurations, and usage patterns.

Step 2: Review Breaking Changes

Check changelogs and migration guides for breaking changes.

Step 3: Plan Migration

Create detailed migration plan with rollback procedures.

Step 4: Test Thoroughly

Test in staging environment before production rollout.

Step 5: Execute Migration

Perform migration with monitoring and validation.

SDK Upgrade Guide

Check Current Version

# Node.js
npm list @deepgram/sdk

# Python
pip show deepgram-sdk

Review Changelog

# View npm package changelog
npm view @deepgram/sdk versions --json

# Or check GitHub releases
curl -s https://api.github.com/repos/deepgram/deepgram-js-sdk/releases/latest

TypeScript SDK v2 to v3 Migration

// v2 (old)
import Deepgram from '@deepgram/sdk';
const deepgram = new Deepgram(apiKey);
const response = await deepgram.transcription.preRecorded(
  { url: audioUrl },
  { punctuate: true }
);

// v3 (new)
import { createClient } from '@deepgram/sdk';
const deepgram = createClient(apiKey);
const { result, error } = await deepgram.listen.prerecorded.transcribeUrl(
  { url: audioUrl },
  { punctuate: true }
);

Breaking Changes Checklist

// lib/migration-check.ts
interface MigrationCheck {
  name: string;
  check: () => boolean;
  fix: string;
}

const v3MigrationChecks: MigrationCheck[] = [
  {
    name: 'Import statement',
    check: () => {
      // Check if old import style is used
      return true;
    },
    fix: 'Change: import Deepgram from "@deepgram/sdk" to import { createClient } from "@deepgram/sdk"',
  },
  {
    name: 'Client initialization',
    check: () => true,
    fix: 'Change: new Deepgram(key) to createClient(key)',
  },
  {
    name: 'Transcription method',
    check: () => true,
    fix: 'Change: deepgram.transcription.preRecorded() to deepgram.listen.prerecorded.transcribeUrl()',
  },
  {
    name: 'Response handling',
    check: () => true,
    fix: 'Change: const response = await ... to const { result, error } = await ...',
  },
  {
    name: 'Error handling',
    check: () => true,
    fix: 'Handle error in destructured response instead of try/catch only',
  },
];

export function runMigrationChecks() {
  console.log('=== SDK v3 Migration Checklist ===\n');
  for (const check of v3MigrationChecks) {
    console.log(`[ ] ${check.name}`);
    console.log(`    Fix: ${check.fix}\n`);
  }
}

Model Migration Guide

Nova to Nova-2 Migration

// Model comparison
const modelComparison = {
  'nova': {
    accuracy: 'Good',
    speed: 'Fast',
    languages: 36,
    deprecated: false,
  },
  'nova-2': {
    accuracy: 'Best',
    speed: 'Fast',
    languages: 47,
    deprecated: false,
  },
};

// Migration is simple - just change the model parameter
const { result, error } = await deepgram.listen.prerecorded.transcribeUrl(
  { url: audioUrl },
  {
    model: 'nova-2',  // Changed from 'nova'
    // All other options remain the same
    smart_format: true,
    punctuate: true,
    diarize: true,
  }
);

A/B Testing Models

// lib/model-ab-test.ts
interface ModelTestResult {
  model: string;
  transcript: string;
  confidence: number;
  processingTime: number;
}

export async function compareModels(
  audioUrl: string,
  models: string[] = ['nova', 'nova-2']
): Promise<ModelTestResult[]> {
  const client = createClient(process.env.DEEPGRAM_API_KEY!);
  const results: ModelTestResult[] = [];

  for (const model of models) {
    const startTime = Date.now();

    const { result, error } = await client.listen.prerecorded.transcribeUrl(
      { url: audioUrl },
      { model, smart_format: true }
    );

    if (error) {
      console.error(`Error with model ${model}:`, error);
      continue;
    }

    const alternative = result.results.channels[0].alternatives[0];

    results.push({
      model,
      transcript: alternative.transcript,
      confidence: alternative.confidence,
      processingTime: Date.now() - startTime,
    });
  }

  return results;
}

// Compare results
function analyzeResults(results: ModelTestResult[]) {
  console.log('\n=== Model Comparison ===\n');

  for (const result of results) {
    console.log(`Model: ${result.model}`);
    console.log(`  Confidence: ${(result.confidence * 100).toFixed(2)}%`);
    console.log(`  Processing Time: ${result.processingTime}ms`);
    console.log(`  Transcript Length: ${result.transcript.length} chars`);
    console.log();
  }

  // Find best model
  const best = results.reduce((a, b) =>
    a.confidence > b.confidence ? a : b
  );
  console.log(`Best Model: ${best.model} (${(best.confidence * 100).toFixed(2)}% confidence)`);
}

Rollback Plan

Prepare Rollback

// lib/rollback.ts
interface DeploymentVersion {
  sdkVersion: string;
  model: string;
  config: Record<string, unknown>;
  deployedAt: Date;
}

class RollbackManager {
  private versions: DeploymentVersion[] = [];
  private maxVersions = 5;

  recordDeployment(version: Omit<DeploymentVersion, 'deployedAt'>) {
    this.versions.unshift({
      ...version,
      deployedAt: new Date(),
    });

    // Keep only last N versions
    this.versions = this.versions.slice(0, this.maxVersions);
  }

  getLastStableVersion(): DeploymentVersion | null {
    return this.versions[1] || null; // Skip current version
  }

  getRollbackInstructions(target: DeploymentVersion): string[] {
    return [
      `1. Update package.json: "@deepgram/sdk": "${target.sdkVersion}"`,
      `2. Run: npm install`,
      `3. Update config: model = "${target.model}"`,
      `4. Verify: npm test`,
      `5. Deploy: npm run deploy`,
      `6. Monitor: Check dashboards for 30 minutes`,
    ];
  }
}

Emergency Rollback Script

#!/bin/bash
# scripts/emergency-rollback.sh

set -e

echo "=== Emergency Rollback ==="

# Store current version
CURRENT_VERSION=$(npm list @deepgram/sdk --json | jq -r '.dependencies["@deepgram/sdk"].version')
echo "Current version: $CURRENT_VERSION"

# Get previous version from git
git show HEAD~1:package-lock.json > /tmp/prev-lock.json
PREV_VERSION=$(cat /tmp/prev-lock.json | jq -r '.packages["node_modules/@deepgram/sdk"].version')
echo "Rolling back to: $PREV_VERSION"

# Confirm
read -p "Proceed with rollback? (y/n) " -n 1 -r
echo
if [[ ! $REPLY =~ ^[Yy]$ ]]; then
  exit 1
fi

# Rollback
npm install @deepgram/sdk@$PREV_VERSION --save-exact

# Verify
npm test

echo "Rollback complete. Deploy when ready."

Migration Validation

Validation Script

// scripts/validate-migration.ts
import { createClient } from '@deepgram/sdk';

interface ValidationResult {
  test: string;
  passed: boolean;
  details?: string;
}

async function validateMigration(): Promise<ValidationResult[]> {
  const results: ValidationResult[] = [];
  const client = createClient(process.env.DEEPGRAM_API_KEY!);

  // Test 1: API connectivity
  try {
    const { error } = await client.manage.getProjects();
    results.push({
      test: 'API Connectivity',
      passed: !error,
      details: error?.message,
    });
  } catch (err) {
    results.push({
      test: 'API Connectivity',
      passed: false,
      details: err instanceof Error ? err.message : 'Unknown error',
    });
  }

  // Test 2: Pre-recorded transcription
  try {
    const { result, error } = await client.listen.prerecorded.transcribeUrl(
      { url: 'https://static.deepgram.com/examples/nasa-podcast.wav' },
      { model: 'nova-2', smart_format: true }
    );

    results.push({
      test: 'Pre-recorded Transcription',
      passed: !error && !!result?.results?.channels?.[0]?.alternatives?.[0]?.transcript,
      details: error?.message,
    });
  } catch (err) {
    results.push({
      test: 'Pre-recorded Transcription',
      passed: false,
      details: err instanceof Error ? err.message : 'Unknown error',
    });
  }

  // Test 3: Live transcription connection
  try {
    const connection = client.listen.live({ model: 'nova-2' });

    await new Promise<void>((resolve, reject) => {
      connection.on('open', () => {
        connection.finish();
        resolve();
      });
      connection.on('error', reject);
      setTimeout(() => reject(new Error('Timeout')), 10000);
    });

    results.push({
      test: 'Live Transcription',
      passed: true,
    });
  } catch (err) {
    results.push({
      test: 'Live Transcription',
      passed: false,
      details: err instanceof Error ? err.message : 'Unknown error',
    });
  }

  return results;
}

// Run validation
validateMigration().then(results => {
  console.log('\n=== Migration Validation Results ===\n');

  for (const result of results) {
    const status = result.passed ? 'PASS' : 'FAIL';
    console.log(`[${status}] ${result.test}`);
    if (result.details) {
      console.log(`       ${result.details}`);
    }
  }

  const allPassed = results.every(r => r.passed);
  process.exit(allPassed ? 0 : 1);
});

Resources

• Deepgram SDK Changelog
• Deepgram Python SDK Changelog
• Model Migration Guide
• API Deprecation Schedule

Next Steps

Proceed to deepgram-ci-integration for CI/CD integration.