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* Enhance JSON crew project handling and validation - Updated `create_json_crew.py` to specify input files with a brief path. - Refactored `crew_loader.py` to improve agent and task loading logic, including the introduction of a `build_agent` function and better handling of task classes. - Enhanced `json_loader.py` with additional validation for agent and task definitions, including support for Python references and conditional tasks. - Added tests in `test_crew_loader.py` and `test_json_loader.py` to ensure proper loading of agents, tasks, and validation of project structures, including custom types and conditional tasks. - Improved error handling and validation safety across the project loading process. * Enhance JSON crew configuration options in create_json_crew.py - Added optional fields for custom agent subclasses and advanced task options, including condition checks and output specifications. - Improved documentation comments for better clarity on agent and task configurations. - Updated JSON crew handling to support additional callbacks for pre- and post-execution processes. * Enhance JSON crew template tests in test_create_crew.py - Added assertions for new optional fields in crew and agent templates, including conditional tasks, custom converters, and input file specifications. - Improved validation checks for manager agents and callback references to ensure proper configuration in JSON crew definitions. - Expanded documentation references within the tests to provide clearer guidance on the expected structure and usage of crew templates. * Fix JSON crew PR review issues
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]