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Performance Eval Cookbooks

cookbook/09_evals/performance/README.md

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Performance Eval Cookbooks

Performance examples benchmark runtime and memory impact for agents and teams.

Files

  • async_function.py - Async function performance benchmark.
  • db_logging.py - Performance benchmark with PostgreSQL logging.
  • instantiate_agent.py - Agent instantiation benchmark.
  • instantiate_agent_with_tool.py - Tooled agent instantiation benchmark.
  • instantiate_team.py - Team instantiation benchmark.
  • response_with_memory_updates.py - Response performance with memory updates.
  • response_with_storage.py - Response performance with storage-backed history.
  • simple_response.py - Baseline single-response performance benchmark.
  • team_response_with_memory_simple.py - Single-team memory impact benchmark.
  • team_response_with_memory_multi_user.py - Multi-user concurrent team memory benchmark.
  • team_response_with_memory_and_reasoning.py - Team memory benchmark with reasoning tools and rich tool outputs.
  • comparison/ - Framework comparison benchmarks.