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LiveKit Integration

For voice agents built with LiveKit, Maxim offers a streamlined integration:
  • One-line setup: Instrument your entire LiveKit agent with instrument_livekit(logger, on_event)
  • Automatic tracing: Captures agent conversations, function tool calls, and performance metrics in real-time
  • Complete transcripts: Records system instructions, user messages, and assistant responses
  • Framework support: Works seamlessly with both OpenAI Realtime and Gemini models within LiveKit

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OpenAI Realtime API Integration

Maxim supports direct integration with OpenAI’s Realtime API:
  • Minimal code changes: Use the MaximOpenAIClient wrapper to enable comprehensive observability
  • Session enrichment: Add custom session names, tags, and IDs through additional headers
  • Complete traces: Captures multi-turn conversations, tool calls with arguments and results, plus detailed timing and cost metrics

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Continuous Evaluation

Once integrated, run continuous evaluations on your voice agent recordings and transcripts using specialized voice evaluators:
  • Abrupt disconnection detection
  • Signal-to-noise ratio measurement
  • Sentiment analysis
  • User satisfaction tracking
  • Word error rate (WER) calculation
Combined with Maxim’s observability suite, you can identify conversation patterns, debug performance issues, and continuously improve your voice agents based on real interaction data.