--- title: CLI description: Learn how to use the CrewAI CLI to interact with CrewAI. icon: terminal --- # CrewAI CLI Documentation The CrewAI CLI provides a set of commands to interact with CrewAI, allowing you to create, train, run, and manage crews & flows. ## Installation To use the CrewAI CLI, make sure you have CrewAI installed: ```shell pip install crewai ``` ## Basic Usage The basic structure of a CrewAI CLI command is: ```shell crewai [COMMAND] [OPTIONS] [ARGUMENTS] ``` ## Available Commands ### 1. Create Create a new crew or pipeline. ```shell crewai create [OPTIONS] TYPE NAME ``` - `TYPE`: Choose between "crew" or "pipeline" - `NAME`: Name of the crew or pipeline - `--router`: (Optional) Create a pipeline with router functionality Example: ```shell crewai create crew my_new_crew crewai create pipeline my_new_pipeline --router ``` ### 2. Version Show the installed version of CrewAI. ```shell crewai version [OPTIONS] ``` - `--tools`: (Optional) Show the installed version of CrewAI tools Example: ```shell crewai version crewai version --tools ``` ### 3. Train Train the crew for a specified number of iterations. ```shell crewai train [OPTIONS] ``` - `-n, --n_iterations INTEGER`: Number of iterations to train the crew (default: 5) - `-f, --filename TEXT`: Path to a custom file for training (default: "trained_agents_data.pkl") Example: ```shell crewai train -n 10 -f my_training_data.pkl ``` ### 4. Replay Replay the crew execution from a specific task. ```shell crewai replay [OPTIONS] ``` - `-t, --task_id TEXT`: Replay the crew from this task ID, including all subsequent tasks Example: ```shell crewai replay -t task_123456 ``` ### 5. Log-tasks-outputs Retrieve your latest crew.kickoff() task outputs. ```shell crewai log-tasks-outputs ``` ### 6. Reset-memories Reset the crew memories (long, short, entity, latest_crew_kickoff_outputs). ```shell crewai reset-memories [OPTIONS] ``` - `-l, --long`: Reset LONG TERM memory - `-s, --short`: Reset SHORT TERM memory - `-e, --entities`: Reset ENTITIES memory - `-k, --kickoff-outputs`: Reset LATEST KICKOFF TASK OUTPUTS - `-a, --all`: Reset ALL memories Example: ```shell crewai reset-memories --long --short crewai reset-memories --all ``` ### 7. Test Test the crew and evaluate the results. ```shell crewai test [OPTIONS] ``` - `-n, --n_iterations INTEGER`: Number of iterations to test the crew (default: 3) - `-m, --model TEXT`: LLM Model to run the tests on the Crew (default: "gpt-4o-mini") Example: ```shell crewai test -n 5 -m gpt-3.5-turbo ``` ### 8. Run Run the crew. ```shell crewai run ``` Make sure to run these commands from the directory where your CrewAI project is set up. Some commands may require additional configuration or setup within your project structure. ### 9. API Keys When running ```crewai create crew``` command, the CLI will first show you the top 5 most common LLM providers and ask you to select one. Once you've selected an LLM provider, you will be prompted for API keys. #### Initial API key providers The CLI will initially prompt for API keys for the following services: * OpenAI * Groq * Anthropic * Google Gemini When you select a provider, the CLI will prompt you to enter your API key. #### Other Options If you select option 6, you will be able to select from a list of LiteLLM supported providers. When you select a provider, the CLI will prompt you to enter the Key name and the API key. See the following link for each provider's key name: * [LiteLLM Providers](https://docs.litellm.ai/docs/providers)