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- Introduced a new `LoadedCases` class to encapsulate benchmark cases and optional thresholds, improving data management. - Updated `load_benchmark_cases` function to support loading cases from both bare arrays and object wrappers with a threshold. - Modified CLI options to allow dynamic threshold configuration, defaulting to a value from `config.json` if not specified. - Enhanced error handling for invalid benchmark case formats and added tests to validate new functionality. These changes aim to improve the flexibility and usability of benchmark case management within the CrewAI framework.
crewai-cli
CLI for CrewAI — scaffold, run, deploy and manage AI agent crews without installing the full framework.
Installation
pip install crewai-cli
This pulls in crewai-core (shared utilities) but not the crewai framework
itself, so commands that don't need a crew loaded — crewai version,
crewai login, crewai org list, crewai config *, crewai traces *,
crewai create, crewai template * — work standalone.
Commands that load a user's crew or flow (crewai run, crewai train,
crewai test, crewai chat, crewai replay, crewai reset-memories,
crewai deploy push, crewai tool publish) require crewai to be installed
in the project's environment. They print a clear error if it is missing.
To install both at once:
pip install crewai[cli]