Build CrewAI Agents to perform research tasks using analytical tools prior to a meeting.
CrewAI is a framework for orchestrating autonomous AI agents to tackle complex tasks. Agents within CrewAI operate in a loop, continuously processing information and executing actions until they reach an output that satisfies the agent. Learn more about CrewAI
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Define the Goal
- Specify the objective for your agents, e.g., creating a meeting brief.
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Plan Your Crew
- Tasks: Add description, agent, context, and async execution properties.
- Agents: Assign tasks to specialized agents.
- Tools: Equip agents with necessary tools (e.g., search engines).
- Process: Decide on a workflow (sequential, hierarchical).
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Detailed Steps
- Tasks: Create detailed task descriptions.
- Agents: Develop agents with specific roles and goals.
- Processes: Choose a collaborative process for agents.
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Run Your Crew
- Initiate the
kickoff
method to start the agents on their tasks, leading to the final output.
- Initiate the
The use of language models and external tools incurs expenses, particularly with frequent API calls. Effective monitoring, such as employing LangSmith, helps track resource usage and optimize costs.