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Tutorials

Hands-on tutorials that walk you through real-world scenarios with complete, runnable examples.

Instrumentation​

  • Instrument OpenAI Directly -- Four approaches to instrumenting LLM calls: auto-instrumentation, decorator, context manager, and manual recording.
  • Track a RAG Pipeline -- End-to-end observability for retrieval-augmented generation pipelines.

Cost & Analytics​

  • Cost Optimization -- Reduce LLM spending using observability data and cost management features.
  • Session Analytics -- Analyze multi-turn conversations and session-level metrics.

Prompt & Migration​