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Integrations & Ops: Third Party, Fine-Tuning, and Cost Tracking
Usage & cost Admin API

Usage & cost Admin API

A practical scaffold for usage and cost tracking: grouping, filtering, pagination, export.

  • Upstream notebook: observability/usage_cost_api.ipynb

What to focus on

  • Query patterns (filters, pagination)
  • Export formats for downstream BI/alerts
  • Turning raw usage into team-level guardrails

Run locally 

make test-notebooks NOTEBOOK=observability/usage_cost_api.ipynb
Fine-tuning on Amazon Bedrock