OpenAI API Monitoring

See the Quick Start guide on how to install and configure Graphsignal.

Graphsignal automatically instruments and monitors OpenAI Python library. The calls to the following model endpoints will be automatically traced and monitored.

  • Completion
  • Chat
  • Edits
  • Embedding
  • Image
  • Moderation

Besides reporting latency, throughput and utilization, Graphsignal also provides OpenAI specific information, such as data statistics for prompts, completions, embeddings and images. The statistics include token counts, sizes, finish reasons and more.

Examples

The OpenAI app example illustrates how to add and configure the agent.