CrewAI Framework

CrewAI framework components enable multi-agent collaboration with specialized roles and coordinated task execution.

CrewAI Agent

This component represents an Agent of CrewAI, allowing for the creation of specialized AI agents with defined roles, goals, and capabilities within a crew.

Inputs

Name	Display Name	Info
role	Role	The role of the agent
goal	Goal	The objective of the agent
backstory	Backstory	The backstory of the agent
tools	Tools	Tools at agent's disposal
llm	Language Model	Language model that will run the agent
memory	Memory	Whether the agent should have memory or not
verbose	Verbose	Enables verbose output
allow_delegation	Allow Delegation	Whether the agent is allowed to delegate tasks to other agents
allow_code_execution	Allow Code Execution	Whether the agent is allowed to execute code
kwargs	kwargs	Additional keyword arguments for the agent

Outputs

Name	Display Name	Info
output	Agent	The constructed CrewAI Agent object

Hierarchical Crew

This component represents a group of agents, managing how they should collaborate and the tasks they should perform in a hierarchical structure. This component allows for the creation of a crew with a manager overseeing the task execution.

Inputs

Name	Display Name	Info
agents	Agents	List of Agent objects representing the crew members
tasks	Tasks	List of HierarchicalTask objects representing the tasks to be executed
manager_llm	Manager LLM	Language model for the manager agent (optional)
manager_agent	Manager Agent	Specific agent to act as the manager (optional)
verbose	Verbose	Enables verbose output for detailed logging
memory	Memory	Specifies the memory configuration for the crew
use_cache	Use Cache	Enables caching of results
max_rpm	Max RPM	Sets the maximum requests per minute
share_crew	Share Crew	Determines if the crew information is shared among agents
function_calling_llm	Function Calling LLM	Specifies the language model for function calling

Outputs

Name	Display Name	Info
crew	Crew	The constructed Crew object with hierarchical task execution

Sequential Crew

This component represents a group of agents with tasks that are executed sequentially. This component allows for the creation of a crew that performs tasks in a specific order.

Inputs

Name	Display Name	Info
tasks	Tasks	List of SequentialTask objects representing the tasks to be executed
verbose	Verbose	Enables verbose output for detailed logging
memory	Memory	Specifies the memory configuration for the crew
use_cache	Use Cache	Enables caching of results
max_rpm	Max RPM	Sets the maximum requests per minute
share_crew	Share Crew	Determines if the crew information is shared among agents
function_calling_llm	Function Calling LLM	Specifies the language model for function calling

Outputs

Name	Display Name	Info
crew	Crew	The constructed Crew object with sequential task execution

Sequential Task Agent

This component creates a CrewAI Task and its associated Agent, allowing for the definition of sequential tasks with specific agent roles and capabilities.

Inputs

Name	Display Name	Info
role	Role	The role of the agent
goal	Goal	The objective of the agent
backstory	Backstory	The backstory of the agent
tools	Tools	Tools at agent's disposal
llm	Language Model	Language model that will run the agent
memory	Memory	Whether the agent should have memory or not
verbose	Verbose	Enables verbose output
allow_delegation	Allow Delegation	Whether the agent is allowed to delegate tasks to other agents
allow_code_execution	Allow Code Execution	Whether the agent is allowed to execute code
agent_kwargs	Agent kwargs	Additional kwargs for the agent
task_description	Task Description	Descriptive text detailing task's purpose and execution
expected_output	Expected Task Output	Clear definition of expected task outcome
async_execution	Async Execution	Boolean flag indicating asynchronous task execution
previous_task	Previous Task	The previous task in the sequence (for chaining)

Outputs

Name	Display Name	Info
task_output	Sequential Task	List of SequentialTask objects representing the created tasks